diff --git a/DESCRIPTION b/DESCRIPTION
index 9f777dd..1bc0d1d 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -39,7 +39,8 @@ Suggests:
     terra,
     sf,
     exactextractr,
-    arrow
+    arrow,
+    countrycode
 Config/testthat/edition: 3
 Imports:
     dplyr,
diff --git a/NAMESPACE b/NAMESPACE
index c321aa8..4e0f548 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -46,6 +46,9 @@ export(gen_naturalearth_cover_share)
 export(gen_ne_disputed_area_share)
 export(gen_ruggedterrain_elevation_mean)
 export(gen_shdi)
+export(gen_side_excluded)
+export(gen_side_included)
+export(gen_side_irrelevant)
 export(gen_speibase6_mean)
 export(gen_traveltime_mean)
 export(gen_traveltime_min)
@@ -92,6 +95,7 @@ export(read_ruggedterrain)
 export(read_shdi)
 export(read_shdi_csv)
 export(read_shdi_shapefile)
+export(read_side)
 export(read_speibase)
 export(read_traveltime)
 export(read_ucdp_ged)
@@ -99,6 +103,7 @@ export(robust_transformation)
 export(ruggedterrain_variable)
 export(save_pgvariable)
 export(shdi)
+export(side)
 export(speibaseN)
 export(ucdp_ged)
 export(ucdpged_distance_within_country)
diff --git a/R/data.R b/R/data.R
index cf6f8b6..863bff5 100644
--- a/R/data.R
+++ b/R/data.R
@@ -69,4 +69,21 @@
 #' }
 "pgchecksum"
 
-
+#' SIDE-LEDA Match Table
+#'
+#' Preprocessed annual links between SIDE ethnic groups and their annual
+#' political relevance categories derived from LEDA/EPR matching.
+#'
+#' This dataset is bundled with the package so the expensive LEDA matching
+#' workflow does not have to run every time SIDE is aggregated to PRIO-GRID.
+#'
+#' @format ## `leda_matches`
+#' A data frame with 5 columns:
+#' \describe{
+#'   \item{iso3c}{Three-letter country code.}
+#'   \item{side_group}{SIDE ethnic group label.}
+#'   \item{year}{Calendar year.}
+#'   \item{link_year_source}{Whether the SIDE-EPR year match was observed or carried by the upstream workflow.}
+#'   \item{status3}{Collapsed EPR status category: included, excluded, or irrelevant.}
+#' }
+"leda_matches"
diff --git a/R/data_cshapes.R b/R/data_cshapes.R
index 46fa2c0..c1fb906 100644
--- a/R/data_cshapes.R
+++ b/R/data_cshapes.R
@@ -92,6 +92,7 @@ read_cshapes <- function(){
 #' @param cshp An \code{sf} object containing CShapes 2.0 boundary data with
 #'   properly formatted date intervals. Defaults to \code{\link{read_cshapes}()}
 #'   if not provided.
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
 #'
 #' @seealso
 #' \code{\link{read_cshapes}} for loading CShapes boundary data,
@@ -170,9 +171,10 @@ cshapes_cover_share <- function(measurement_date, cshp = read_cshapes(), config
 #' @param measurement_date A single \code{Date} object specifying the date for
 #'   boundary analysis. Must be within CShapes temporal coverage.
 #' @param min_cover Numeric. Minimum coverage threshold (0-1). Grid cells with
-#'   state coverage below this value are set to NA. Default is 0 (any intersection).
+#'   state coverage below this value are set to NA. Default is 0.2 (20% coverage required).
 #' @param cshp An \code{sf} object containing CShapes 2.0 boundary data.
 #'   Defaults to \code{\link{read_cshapes}()} if not provided.
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
 #'
 #' @examples
 #' \dontrun{
@@ -205,6 +207,7 @@ cshapes_cover <- function(measurement_date, min_cover = 0.2, cshp = read_cshapes
 #'
 #' @param cshp An \code{sf} object containing CShapes 2.0 boundary data.
 #'   Defaults to \code{\link{read_cshapes}()} if not provided.
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
 #'
 #' @return A \code{SpatRaster} object
 #' @export
@@ -244,13 +247,13 @@ gen_cshapes_cover_share <- function(cshp = read_cshapes(), config = pg_current_c
 #'   country assignment. Must be within the temporal range of the CShapes dataset.
 #' @param cshp An \code{sf} object containing CShapes 2.0 boundary data with
 #'   Gleditsch-Ward country codes. Defaults to \code{\link{read_cshapes}()} if not provided.
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
 #'
 #' @return A \code{SpatRaster} object
 #'
 #' @note
 #' \itemize{
 #'   \item Small countries or territories may not appear if they don't dominate any grid cells
-#'   \item The function includes an assertion check to verify all countries are represented
 #'   \item Future versions may include provisions for minority country representation
 #' }
 #'
@@ -274,21 +277,18 @@ cshapes_gwcode <- function(measurement_date, cshp = read_cshapes(), config = pg_
   }
 
   res <- exactextractr::rasterize_polygons(cs, pg)
-  cmat <- cbind(terra::minmax(res)[1,]:terra::minmax(res)[2,], cs$gwcode)
-  res <- terra::classify(res, cmat)
 
-  # Commented out test as this might not work if user subsets with extent.
-  # represented_gwcodes <- terra::values(res) |> as.vector() |> unique()
-  # countries_not_included <- cs$gwcode[!cs$gwcode %in% represented_gwcodes]
-  # assertthat::assert_that(length(countries_not_included)== 0)
-  # res <- terra::as.factor(res)
+  # This is important when extent is smaller than the full globe
+  poly_idx <- sort(unique(na.omit(terra::values(res, mat = FALSE))))
+  cmat <- cbind(poly_idx, cs$gwcode[poly_idx])
+
+  res <- terra::classify(res, cmat)
 
   # Still need to add provision for countries that are minorities the cells
   # they occupy (Palestine would be an example).
   res
 }
 
-
 #' Generate cshapes_gwcode variable
 #'
 #' Creates a multi-layer raster containing Gleditsch-Ward country codes for
@@ -299,6 +299,7 @@ cshapes_gwcode <- function(measurement_date, cshp = read_cshapes(), config = pg_
 #' @param cshp An \code{sf} object containing CShapes 2.0 boundary data with
 #'   Gleditsch-Ward country codes and temporal information. Defaults to
 #'   \code{\link{read_cshapes}()} if not provided.
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
 #'
 #' @return A \code{SpatRaster} object
 #'
@@ -349,8 +350,14 @@ gen_cshapes_gwcode <- function(cshp = read_cshapes(), config = pg_current_config
 #' @param past_result A list object from a previous \code{bdist1} calculation.
 #'   If boundaries haven't changed, the function returns this result directly,
 #'   avoiding recomputation. Default is NULL.
-#'
-#' @return A list containing three elements:
+#' @param config A pg_config object, see \code{\link{pg_config()}}.
+#' @param geodesic Logical or NULL. If TRUE, computes distances in WGS84 using
+#'   spherical (S2) geometry and reprojects the result to the config CRS. If
+#'   FALSE, uses Euclidean distances in the config CRS. Default NULL
+#'   auto-detects: geodesic for projected CRS (e.g. UTM), native for geographic
+#'   CRS (e.g. WGS84, which terra already handles geodesically).
+#'
+#' @return A list containing two elements:
 #'   \itemize{
 #'     \item \code{bdist1}: A \code{SpatRaster} with distances (km) from cell centroids
 #'       to nearest international borders, masked to state system coverage
@@ -365,8 +372,13 @@ gen_cshapes_gwcode <- function(cshp = read_cshapes(), config = pg_current_config
 #' @export
 #' @references
 #' \insertRef{schvitzMappingInternationalSystem2022}{priogrid}
-bdist1 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL, config = pg_current_config()){
+bdist1 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL, config = pg_current_config(), geodesic = NULL){
   pg <- prio_blank_grid(config)
+  unit_factor <- terra::linearUnits(pg)
+  use_geodesic <- if (is.null(geodesic)) unit_factor != 0 else geodesic
+  prev_s2 <- sf::sf_use_s2()
+  sf::sf_use_s2(use_geodesic)
+  on.exit(sf::sf_use_s2(prev_s2))
 
   features <- cshp |> dplyr::filter(measurement_date %within% date_interval)
   boundaries <- sf::st_boundary(features)
@@ -379,25 +391,35 @@ bdist1 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL,
     }
   }
 
-  sf::sf_use_s2(TRUE)
   shared_borders <- list()
   for(i in 1:nrow(boundaries)){
     shared_borders[[i]] <- sf::st_intersection(boundaries[i,], boundaries[-i,])
   }
 
-  gwcodes <- cshapes_gwcode(measurement_date, config = config)
-  bdist1 <- list()
+  if (use_geodesic) {
+    wgs84_config <- config
+    wgs84_config$crs <- "epsg:4326"
+    gwcodes <- cshapes_gwcode(measurement_date, config = wgs84_config)
+  } else {
+    gwcodes <- cshapes_gwcode(measurement_date, config = config)
+  }
+
+  res <- list()
   for(i in 1:length(shared_borders)){
     if(nrow(shared_borders[[i]]) > 0){
       gwcode <- shared_borders[[i]]$gwcode |> unique()
       gwrast <- terra::ifel(gwcodes == gwcode, 1, NA)
       tmp  <- terra::distance(gwcodes, shared_borders[[i]] |> sf::st_combine() |> terra::vect(), rasterize = TRUE)
-      bdist1[[as.character(gwcode)]] <- tmp * gwrast
+      res[[as.character(gwcode)]] <- tmp * gwrast
     }
   }
-  bdist1 <- terra::mosaic(terra::sprc(bdist1))
+  bdist1_result <- terra::mosaic(terra::sprc(res))
+
+  if (use_geodesic) {
+    bdist1_result <- terra::project(bdist1_result, pg, method = "bilinear")
+  }
 
-  return(list("bdist1" = bdist1, "boundaries" = boundaries))
+  return(list("bdist1" = bdist1_result, "boundaries" = boundaries))
 }
 
 #' Generate distance to nearest land-contiguous border over time (bdist1)
@@ -416,6 +438,12 @@ bdist1 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL,
 #'
 #' @param cshp An \code{sf} object containing CShapes 2.0 boundary data with
 #'   temporal information. Defaults to \code{\link{read_cshapes}()} if not provided.
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
+#' @param geodesic Logical or NULL. If TRUE, computes distances in WGS84 using
+#'   spherical (S2) geometry and reprojects the result to the config CRS. If
+#'   FALSE, uses Euclidean distances in the config CRS. Default NULL
+#'   auto-detects: geodesic for projected CRS (e.g. UTM), native for geographic
+#'   CRS (e.g. WGS84, which terra already handles geodesically).
 #'
 #' @return A \code{SpatRaster} object
 #'
@@ -438,17 +466,17 @@ bdist1 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL,
 #' @export
 #' @references
 #' \insertRef{schvitzMappingInternationalSystem2022}{priogrid}
-gen_bdist1 <- function(cshp = read_cshapes(), config = pg_current_config()){
+gen_bdist1 <- function(cshp = read_cshapes(), config = pg_current_config(), geodesic = NULL){
   temporal_interval <- lubridate::interval(min(cshp$gwsdate), max(cshp$gwedate))
   time_slices <- pg_dates(config)
   time_slices <- time_slices[time_slices %within% temporal_interval]
 
-  res <- bdist1(time_slices[1], cshp = cshp, config = config)
+  res <- bdist1(time_slices[1], cshp = cshp, config = config, geodesic = geodesic)
   r <- res$bdist1
   for(i in 2:length(time_slices)){
     print(i)
     t <- time_slices[i]
-    res <- bdist1(t, cshp = cshp, past_result = res, config = config)
+    res <- bdist1(t, cshp = cshp, past_result = res, config = config, geodesic = geodesic)
     terra::add(r) <- res$bdist1
   }
   names(r) <- as.character(time_slices)
@@ -467,8 +495,10 @@ gen_bdist1 <- function(cshp = read_cshapes(), config = pg_current_config()){
 #' if country boundaries haven't changed since the last computation, significantly
 #' reducing processing time for temporal sequences.
 #'
-#' Distance calculations use spherical geometry (S2) for accurate measurements
-#' across the globe, particularly important for high-latitude regions.
+#' Distance calculations use spherical geometry (S2) with WGS84 projection for accurate
+#' measurements across the globe as default, particularly important for high-latitude regions.
+#' Users can use euclidean distances by setting geodesic = FALSE. This could be relevant,
+#' for instance with UTM projections for small extents.
 #'
 #' @param measurement_date A single \code{Date} object specifying the date for
 #'   boundary analysis. Must be within CShapes temporal coverage.
@@ -477,6 +507,13 @@ gen_bdist1 <- function(cshp = read_cshapes(), config = pg_current_config()){
 #' @param past_result A list object from a previous \code{bdist2} calculation.
 #'   If boundaries haven't changed, the function returns this result directly,
 #'   avoiding recomputation. Default is NULL.
+#' @param config A pg_config object, see \code{\link{pg_config()}}.
+#' @param geodesic Logical or NULL. If TRUE, uses spherical (S2/WGS84) geometry
+#'   for distance calculations, projecting the result back to the config CRS.
+#'   If FALSE, uses Euclidean distances in the config CRS, converting to meters
+#'   via \code{terra::linearUnits()}. Default NULL auto-detects: geodesic for
+#'   projected CRS (e.g. UTM), native for geographic CRS (e.g. WGS84, which is
+#'   already geodesic via terra's internal handling).
 #'
 #' @return A list containing three elements:
 #'   \itemize{
@@ -495,9 +532,9 @@ gen_bdist1 <- function(cshp = read_cshapes(), config = pg_current_config()){
 #' @export
 #' @references
 #' \insertRef{schvitzMappingInternationalSystem2022}{priogrid}
-bdist2 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL, config = pg_current_config()){
-  pg <- prio_blank_grid(config)
+bdist2 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL, config = pg_current_config(), geodesic = NULL){
 
+  # Find shared borders
   features <- cshp |> dplyr::filter(measurement_date %within% date_interval)
   boundaries <- sf::st_boundary(features)
   boundaries <- sf::st_cast(boundaries, "MULTILINESTRING")
@@ -509,18 +546,50 @@ bdist2 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL,
     }
   }
 
-  sf::sf_use_s2(TRUE)
   shared_borders <- list()
   for(i in 1:nrow(boundaries)){
     shared_borders[[i]] <- sf::st_intersection(boundaries[i,], boundaries[-i,])
   }
   shared_borders <- dplyr::bind_rows(shared_borders)
-  #shared_borders |> sf::st_geometry() |> plot()
 
-  res <- terra::distance(pg, shared_borders |> sf::st_combine() |> terra::vect(), rasterize = TRUE)
 
+  # Calculate distances
+  pg <- prio_blank_grid(config)
+  unit_factor <- terra::linearUnits(pg)
+  # Default: geodesic for projected CRS, native for geographic CRS
+  use_geodesic <- if(is.null(geodesic)) unit_factor != 0 else geodesic
+
+  prev_s2 <- sf::sf_use_s2()
+  sf::sf_use_s2(use_geodesic)
+  on.exit(sf::sf_use_s2(prev_s2))
+
+  if(!use_geodesic){
+    # Trust the user's projection (e.g. UTM over small extent)
+    shared_borders_trans <- shared_borders |>
+      sf::st_collection_extract("LINESTRING") |>
+      sf::st_combine() |>
+      sf::st_transform(crs = sf::st_crs(pg)) |>
+      terra::vect()
+    res <- terra::distance(pg, shared_borders_trans, rasterize = TRUE)
+    if(unit_factor != 1) res <- res * unit_factor  # normalize to meters
+  } else {
+    # This is the default
+    # Fall back to WGS84 geodesic, reproject result
+    wgs84_config <- config
+    wgs84_config$crs <- "epsg:4326"
+    pg_4326 <- prio_blank_grid(wgs84_config)
+    shared_borders_4326 <- shared_borders |>
+      sf::st_collection_extract("LINESTRING") |>
+      sf::st_combine() |>
+      # sf::st_transform(crs = sf::st_crs(4326)) |> # cShapes is 4326 by default
+      terra::vect()
+    res_4326 <- terra::distance(pg_4326, shared_borders_4326, rasterize = TRUE)
+    res <- terra::project(res_4326, pg, method = "bilinear")
+  }
+
+  # Mask cells without cshapes land-cover
   cover <- cshapes_cover(measurement_date, cshp = cshp, config = config)
-  values(cover) <- dplyr::if_else(values(cover) == T, 1, NA)
+  cover <- terra::ifel(cover, 1, NA)
 
   return(list("bdist2" = res*cover, "boundaries" = boundaries, "shared_borders" = shared_borders))
 }
@@ -598,8 +667,15 @@ gen_bdist2 <- function(cshp = read_cshapes(), config = pg_current_config()){
 #' @param past_result A list object from a previous \code{bdist3} calculation.
 #'   If boundaries haven't changed, the function returns this result directly,
 #'   avoiding recomputation. Default is NULL.
-#'
-#' @return A list containing three elements:
+#' @param config A pg_config object, see \code{\link{pg_config()}}.
+#' @param geodesic Logical or NULL. If TRUE, computes distances in WGS84 using
+#'   spherical (S2) geometry; \code{robust_transformation()} reprojects the
+#'   result to the config CRS. If FALSE, uses Euclidean distances in the config
+#'   CRS. Default NULL auto-detects: geodesic for projected CRS (e.g. UTM),
+#'   native for geographic CRS (e.g. WGS84, which terra already handles
+#'   geodesically).
+#'
+#' @return A list containing two elements:
 #'   \itemize{
 #'     \item \code{bdist3}: A \code{SpatRaster} with distances (km) from cell centroids
 #'       to the border of the country.
@@ -614,8 +690,23 @@ gen_bdist2 <- function(cshp = read_cshapes(), config = pg_current_config()){
 #' @export
 #' @references
 #' \insertRef{schvitzMappingInternationalSystem2022}{priogrid}
-bdist3 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL, config = pg_current_config()){
+bdist3 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL, config = pg_current_config(), geodesic = NULL){
   pg <- prio_blank_grid(config)
+  unit_factor <- terra::linearUnits(pg)
+  use_geodesic <- if (is.null(geodesic)) unit_factor != 0 else geodesic
+  prev_s2 <- sf::sf_use_s2()
+  sf::sf_use_s2(use_geodesic)
+  on.exit(sf::sf_use_s2(prev_s2))
+
+  if (use_geodesic) {
+    wgs84_config <- config
+    wgs84_config$crs <- "epsg:4326"
+    pg_calc <- prio_blank_grid(wgs84_config)
+    gwcodes <- cshapes_gwcode(measurement_date, config = wgs84_config)
+  } else {
+    pg_calc <- pg
+    gwcodes <- cshapes_gwcode(measurement_date, config = config)
+  }
 
   features <- cshp |> dplyr::filter(measurement_date %within% date_interval)
   boundaries <- sf::st_boundary(features)
@@ -628,9 +719,7 @@ bdist3 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL,
     }
   }
 
-  gwcodes <- cshapes_gwcode(measurement_date, config = config)
-  sf::sf_use_s2(TRUE)
-  bdist3 <- list()
+  res <- list()
   for(i in 1:nrow(boundaries)){
     gwcode <- boundaries[i,]$gwcode
     gwrast <- terra::ifel(gwcodes == gwcode, 1, NA)
@@ -647,15 +736,15 @@ bdist3 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL,
 
     # Now distance() only computes for cells in the cropped raster
     tmp <- terra::distance(country_rast, boundary_vect, rasterize = TRUE)
-    bdist3[[as.character(gwcode)]] <- tmp * country_rast
+    res[[as.character(gwcode)]] <- tmp * country_rast
   }
 
-  bdist3 <- terra::mosaic(terra::sprc(bdist3))
-  bdist3 <- terra::extend(bdist3, terra::ext(c(-180, 180, -90, 90)))
+  bdist3_result <- terra::mosaic(terra::sprc(res))
+  bdist3_result <- terra::extend(bdist3_result, terra::ext(pg_calc))
 
-  bdist3 <- robust_transformation(bdist3, config = config)
+  bdist3_result <- robust_transformation(bdist3_result, config = config)
 
-  return(list("bdist3" = bdist3, "boundaries" = boundaries))
+  return(list("bdist3" = bdist3_result, "boundaries" = boundaries))
 }
 
 
@@ -693,17 +782,17 @@ bdist3 <- function(measurement_date, cshp = read_cshapes(), past_result = NULL,
 #' @export
 #' @references
 #' \insertRef{schvitzMappingInternationalSystem2022}{priogrid}
-gen_bdist3 <- function(cshp = read_cshapes(), config = pg_current_config()){
+gen_bdist3 <- function(cshp = read_cshapes(), config = pg_current_config(), geodesic = NULL){
   temporal_interval <- lubridate::interval(min(cshp$gwsdate), max(cshp$gwedate))
   time_slices <- pg_dates(config)
   time_slices <- time_slices[time_slices %within% temporal_interval]
 
-  res <- bdist3(time_slices[1], cshp = cshp, config = config)
+  res <- bdist3(time_slices[1], cshp = cshp, config = config, geodesic = geodesic)
   r <- res$bdist3
   for(i in 2:length(time_slices)){
     print(i)
     t <- time_slices[i]
-    res <- bdist3(t, cshp = cshp, past_result = res, config = config)
+    res <- bdist3(t, cshp = cshp, past_result = res, config = config, geodesic = geodesic)
     terra::add(r) <- res$bdist3
   }
   names(r) <- as.character(time_slices)
diff --git a/R/data_ghs_wup.R b/R/data_ghs_wup.R
index c5118b6..de127d9 100644
--- a/R/data_ghs_wup.R
+++ b/R/data_ghs_wup.R
@@ -31,6 +31,8 @@
 #'
 #' @return A \code{SpatRaster} object with DEGURBA classification codes
 #'
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
+#'
 #' @note
 #' \itemize{
 #'   \item Files are automatically extracted from zip archives and cached locally
@@ -116,6 +118,7 @@ read_ghs_wup_degurba <- function(config = pg_current_config()){
 #'
 #' @param urban_definition Numeric vector of DEGURBA codes to classify as urban.
 #'   Valid codes are: 10, 11, 12, 13, 21, 22, 23, 30. See Details for code meanings.
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
 #'
 #' @details
 #' The DEGURBA classification codes represent:
@@ -183,7 +186,7 @@ ghs_wup_degurba <- function(urban_definition, config = pg_current_config()){
   r <- read_ghs_wup_degurba(config = config)
 
   temporary_directory <- file.path(pg_rawfolder(), "tmp", tempdir() |> basename())
-  dir.create(temporary_directory)
+  dir.create(temporary_directory, recursive = TRUE)
   tmp1 <- tempfile(pattern = "urban_classification", fileext = ".tif", tmpdir = temporary_directory)
 
   r <- terra::classify(r, cl_mat, filename = tmp1)
@@ -427,7 +430,7 @@ gen_ghs_wup_degurba_urban <- function(config = pg_current_config()){
 #' \insertRef{schiavinaGHSWUPDEGURBAR2025AGHSWUP2025}{priogrid}
 #'
 #' \insertRef{europeancommissionApplyingDegreeUrbanisation2021}{priogrid}
-urban_extent <- function(lon, lat, measurement_date, urban_definition = c(21, 22, 23, 30), max_extent = 1000e3){
+urban_extent <- function(lon, lat, measurement_date, urban_definition = c(21, 22, 23, 30), max_extent = 1000e3, config = pg_current_config()){
   # lat <- 59.935320; lon <- 10.763063 Oslo
   # lat <- 28.612738 lon <- 77.231487 New Delhi
 
@@ -452,6 +455,6 @@ urban_extent <- function(lon, lat, measurement_date, urban_definition = c(21, 22
   urban_extent_raster <- terra::ifel(urban_patches == center_patch_id, 1, NA)
   urban_extent_raster <- terra::trim(urban_extent_raster)
   res <- terra::as.polygons(urban_extent_raster, dissolve = TRUE) |> sf::st_as_sf()
-  res <- sf::st_transform(res, pg_current_config()$crs)
+  res <- sf::st_transform(res, sf::st_crs(config$crs))
   res
 }
diff --git a/R/data_side.R b/R/data_side.R
new file mode 100644
index 0000000..e646bfb
--- /dev/null
+++ b/R/data_side.R
@@ -0,0 +1,334 @@
+#' Read SIDE Ethnic Map Metadata and Local Files
+#'
+#' Downloads or locates the raw SIDE ethnic raster files registered in PRIO-GRID
+#' metadata, then joins those files to SIDE's map metadata and the bundled
+#' annual `leda_matches` table.
+#'
+#' @details
+#' The function uses the SIDE source entry in [pgsources] to retrieve the raw
+#' ASCII rasters from the ETH SIDE server when they are missing locally. It
+#' returns the local file paths together with map metadata from
+#' `sidedata::side_metadata()`, restricted to the ethnic marker.
+#'
+#' @return A list with two elements:
+#' \itemize{
+#'   \item `meta`: a tibble of SIDE ethnic map metadata with local raster paths
+#'   \item `matches`: the bundled annual SIDE-LEDA match table
+#' }
+#' @export
+#'
+#' @references
+#' \insertRef{spatial-data-on-ethnicity}{priogrid}
+read_side <- function() {
+  files <- get_pgfile(
+    source_name = "ETH SIDE",
+    source_version = "v1",
+    id = "e42b30e3-75da-4dd4-a375-0d6557087804"
+  )
+
+  side_meta_file <- files[grepl("side.metadata.df.RData", files)]
+  files <- files[!grepl("side.metadata.df.RData", files)]
+
+  load(side_meta_file)
+
+  side_meta <- side.metadata.df |>
+    dplyr::filter(marker == "ethnic") |>
+    dplyr::mutate(
+      sideid = as.character(sideid),
+      iso3c = .side_country_to_iso3c(country),
+      file = files[match(paste0(sideid, ".asc"), basename(files))]
+    ) |>
+    dplyr::filter(!is.na(file))
+
+  list(
+    meta = side_meta,
+    matches = leda_matches
+  )
+}
+
+# Normalize SIDE group labels before joining the packaged match table to the
+# raster metadata.
+.normalize_side_group <- function(x) {
+  x <- iconv(x, from = "", to = "ASCII//TRANSLIT")
+  x <- tolower(x)
+  x <- trimws(x)
+  x <- gsub("[[:punct:]]", " ", x)
+  gsub("\\s+", " ", x)
+}
+
+# Convert SIDE country names to ISO codes with a few historical aliases handled
+# explicitly.
+.side_country_to_iso3c <- function(x) {
+  rlang::check_installed("countrycode", reason = "to match SIDE country names")
+  countrycode::countrycode(
+    x,
+    origin = "country.name",
+    destination = "iso3c",
+    custom_match = c(
+      "Ivory Coast" = "CIV",
+      "Congo (DRC)" = "COD",
+      "Swaziland" = "SWZ",
+      "Macedonia" = "MKD"
+    )
+  )
+}
+
+# Build a union template from all rasters contributing to one SIDE group so they
+# can be aligned before averaging.
+.side_union_template <- function(rasters) {
+  extents <- lapply(rasters, terra::ext)
+  xmin <- min(vapply(extents, terra::xmin, numeric(1)), na.rm = TRUE)
+  xmax <- max(vapply(extents, terra::xmax, numeric(1)), na.rm = TRUE)
+  ymin <- min(vapply(extents, terra::ymin, numeric(1)), na.rm = TRUE)
+  ymax <- max(vapply(extents, terra::ymax, numeric(1)), na.rm = TRUE)
+  xres <- min(vapply(rasters, function(r) terra::res(r)[1], numeric(1)), na.rm = TRUE)
+  yres <- min(vapply(rasters, function(r) terra::res(r)[2], numeric(1)), na.rm = TRUE)
+
+  terra::rast(
+    ext = terra::ext(xmin, xmax, ymin, ymax),
+    resolution = c(xres, yres),
+    crs = terra::crs(rasters[[1]])
+  )
+}
+
+# Align each raster to the group-specific template before averaging across SIDE
+# map rounds.
+.side_align_to_template <- function(r, template) {
+  if (!terra::same.crs(r, template)) {
+    terra::project(r, template, method = "bilinear")
+  } else if (!terra::compareGeom(r, template, stopOnError = FALSE, crs = FALSE, rowcol = TRUE, ext = TRUE, res = TRUE)) {
+    terra::resample(r, template, method = "bilinear")
+  } else {
+    r
+  }
+}
+
+# Average one SIDE group across every available map for that country.
+.side_average_group <- function(files) {
+  rasters <- lapply(files, terra::rast)
+
+  if (length(rasters) == 1) {
+    return(rasters[[1]])
+  }
+
+  template <- .side_union_template(rasters)
+  aligned <- lapply(rasters, .side_align_to_template, template = template)
+  terra::app(terra::rast(aligned), fun = mean, na.rm = TRUE)
+}
+
+# Sum a list of rasters while preserving NA outside covered cells.
+.side_sum_rasters <- function(rasters) {
+  rasters <- rasters[!vapply(rasters, is.null, logical(1))]
+
+  if (length(rasters) == 0) {
+    return(NULL)
+  }
+
+  if (length(rasters) == 1) {
+    return(rasters[[1]])
+  }
+
+  do.call(terra::mosaic, c(rasters, fun = "sum"))
+}
+
+# Build averaged SIDE group surfaces once, then reuse them across all requested
+# years for the selected status.
+.side_prepare_group_surfaces <- function(side_meta, matches) {
+  needed_groups <- matches |>
+    dplyr::distinct(iso3c, side_group) |>
+    dplyr::mutate(side_group_norm = .normalize_side_group(side_group))
+
+  meta_needed <- side_meta |>
+    dplyr::mutate(side_group_norm = .normalize_side_group(groupname)) |>
+    dplyr::semi_join(needed_groups, by = c("iso3c", "side_group_norm"))
+
+  group_specs <- meta_needed |>
+    dplyr::group_by(iso3c, side_group_norm) |>
+    dplyr::summarise(files = list(file), .groups = "drop")
+
+  surfaces <- stats::setNames(vector("list", nrow(group_specs)), paste(group_specs$iso3c, group_specs$side_group_norm, sep = "|||"))
+
+  for (i in seq_len(nrow(group_specs))) {
+    key <- paste(group_specs$iso3c[[i]], group_specs$side_group_norm[[i]], sep = "|||")
+    surfaces[[key]] <- .side_average_group(group_specs$files[[i]])
+  }
+
+  surfaces
+}
+
+# Build one annual SIDE raster at native SIDE resolution by summing all country
+# group shares that belong to the selected status in that year.
+.side_build_year_raster <- function(year, status_matches, surfaces) {
+  matches_year <- status_matches |>
+    dplyr::filter(year == !!year) |>
+    dplyr::mutate(side_group_norm = .normalize_side_group(side_group))
+
+  countries <- sort(unique(matches_year$iso3c))
+  country_rasters <- vector("list", length(countries))
+
+  for (i in seq_along(countries)) {
+    iso3c_code <- countries[[i]]
+    groups <- matches_year |>
+      dplyr::filter(iso3c == iso3c_code) |>
+      dplyr::distinct(side_group_norm) |>
+      dplyr::pull(side_group_norm)
+
+    group_rasters <- lapply(groups, function(group_norm) {
+      surfaces[[paste(iso3c_code, group_norm, sep = "|||")]]
+    })
+
+    country_rasters[[i]] <- .side_sum_rasters(group_rasters)
+  }
+
+  .side_sum_rasters(country_rasters)
+}
+
+#' Generate PRIO-GRID Ethnic Settlement Shares by Political Status from SIDE
+#'
+#' Aggregates annual SIDE ethnic settlement shares to PRIO-GRID cells for one
+#' political status category at a time. Each cell contains the summed share of
+#' the local population belonging to ethnic groups with the selected status in
+#' that year.
+#'
+#' @details
+#' SIDE (Spatially Interpolated Data on Ethnicity) provides raster surfaces
+#' representing the settlement patterns of ethnic groups. This function links
+#' those surfaces to political status via the bundled \code{leda_matches} table,
+#' which connects SIDE groups to the EPR (Ethnic Power Relations) typology.
+#'
+#' The processing pipeline:
+#' \itemize{
+#'   \item Filters \code{leda_matches} to the requested status category
+#'   \item Averages each group's surface across all available SIDE map rounds
+#'   \item For each year in the config date range, sums the averaged surfaces of
+#'     all groups with that status
+#'   \item Reprojects and aggregates the native SIDE raster to PRIO-GRID
+#'     resolution using mean aggregation
+#'   \item Returns one layer per date in \code{pg_date_intervals(config)}
+#' }
+#'
+#' @param status Character. Political status category to extract. One of
+#'   \code{"excluded"} (groups excluded from central government power),
+#'   \code{"included"} (groups represented in government), or
+#'   \code{"irrelevant"} (groups not relevant to central power).
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}}.
+#'
+#' @return A \code{SpatRaster} object (terra package) conforming to the
+#'   PRIO-GRID specification defined in \code{config}. Each cell contains the
+#'   summed population share of ethnic groups with the requested political status.
+#'   The raster contains:
+#'   \itemize{
+#'     \item Values: Shares ranging from 0 (none of the cell population has this
+#'       status) to 1 (all of the cell population has this status); values can
+#'       exceed 1 where group territories overlap
+#'     \item Layers: One layer per date interval in \code{pg_date_intervals(config)}
+#'     \item Layer names: Dates in YYYY-MM-DD format
+#'   }
+#'
+#' @seealso
+#' \code{\link{read_side}} for reading the raw SIDE surfaces and match table,
+#' \code{\link{gen_side_excluded}}, \code{\link{gen_side_included}},
+#' \code{\link{gen_side_irrelevant}} for convenience wrappers,
+#' \code{\link{pg_date_intervals}} for PRIO-GRID temporal coverage
+#'
+#' @examples
+#' \dontrun{
+#' # Generate excluded population shares at default PRIO-GRID resolution
+#' excluded <- side("excluded")
+#' print(excluded)
+#'
+#' # Plot excluded share for a specific year
+#' terra::plot(excluded[["2010-12-31"]], main = "Excluded ethnic population share 2010")
+#'
+#' # Use a custom config with a restricted date range
+#' cfg <- pg_config(start_date = as.Date("2000-12-31"),
+#'                  end_date   = as.Date("2010-12-31"),
+#'                  temporal_resolution = "1 year")
+#' excluded_2000s <- side("excluded", config = cfg)
+#' }
+#'
+#' @export
+#'
+#' @references
+#' \insertRef{spatial-data-on-ethnicity}{priogrid}
+side <- function(status = c("excluded", "included", "irrelevant"), config = pg_current_config()) {
+  status <- match.arg(status)
+
+  side <- read_side()
+  status_matches <- side$matches |>
+    dplyr::filter(status3 == !!status)
+
+  if (nrow(status_matches) == 0) {
+    stop("No SIDE matches found for status '", status, "'.")
+  }
+
+  measurement_dates <- pg_dates(config)
+  years_needed <- sort(unique(lubridate::year(measurement_dates)))
+  years_needed <- years_needed[years_needed %in% unique(status_matches$year)]
+  surfaces <- .side_prepare_group_surfaces(side$meta, status_matches)
+
+  annual_layers <- vector("list", length(years_needed))
+  annual_layer_names <- lubridate::make_date(years_needed, lubridate::month(config$start_date), lubridate::day(config$start_date)) |>
+    as.character()
+
+
+
+  for (i in seq_along(years_needed)) {
+    native_raster <- .side_build_year_raster(years_needed[[i]], status_matches, surfaces)
+
+    if (is.null(native_raster)) {
+      blank <- prio_blank_grid(config)
+      blank <- blank * NA_real_
+      annual_layers[[i]] <- blank
+    } else {
+      annual_layers[[i]] <- robust_transformation(native_raster, agg_fun = "mean", config = config)
+    }
+  }
+
+  annual_stack <- terra::rast(annual_layers)
+  names(annual_stack) <- annual_layer_names
+
+  annual_stack
+}
+
+#' Generate Excluded Ethnic Population Shares from SIDE
+#'
+#' A convenience wrapper for \code{\link{side}} that extracts the share of
+#' the local population belonging to politically excluded ethnic groups.
+#'
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}}.
+#' @return A \code{SpatRaster} with excluded population shares for each PRIO-GRID
+#'   cell. See \code{\link{side}} for full documentation.
+#' @seealso \code{\link{side}} for full documentation and parameters
+#' @export
+gen_side_excluded <- function(config = pg_current_config()) {
+  side(status = "excluded", config = config)
+}
+
+#' Generate Included Ethnic Population Shares from SIDE
+#'
+#' A convenience wrapper for \code{\link{side}} that extracts the share of
+#' the local population belonging to politically included ethnic groups.
+#'
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}}.
+#' @return A \code{SpatRaster} with included population shares for each PRIO-GRID
+#'   cell. See \code{\link{side}} for full documentation.
+#' @seealso \code{\link{side}} for full documentation and parameters
+#' @export
+gen_side_included <- function(config = pg_current_config()) {
+  side(status = "included", config = config)
+}
+
+#' Generate Irrelevant Ethnic Population Shares from SIDE
+#'
+#' A convenience wrapper for \code{\link{side}} that extracts the share of
+#' the local population belonging to politically irrelevant ethnic groups.
+#'
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}}.
+#' @return A \code{SpatRaster} with irrelevant population shares for each PRIO-GRID
+#'   cell. See \code{\link{side}} for full documentation.
+#' @seealso \code{\link{side}} for full documentation and parameters
+#' @export
+gen_side_irrelevant <- function(config = pg_current_config()) {
+  side(status = "irrelevant", config = config)
+}
diff --git a/R/data_ucdp.R b/R/data_ucdp.R
index dc8c5a7..4f66b94 100644
--- a/R/data_ucdp.R
+++ b/R/data_ucdp.R
@@ -36,7 +36,7 @@
 #'
 #' @seealso
 #' \code{\link{ucdp_ged}} for rasterizing events to PRIO-GRID,
-#' \code{\link{ged_ucdp_ged}} for generating the standard UCDP GED variable
+#' \code{\link{gen_ucdp_ged}} for generating the standard UCDP GED variable
 #'
 #' @examples
 #' \dontrun{
@@ -196,7 +196,7 @@ rasterize_ged_crossection <- function(ged, pg_interval, fatality_variable, confi
 #'
 #' @seealso
 #' \code{\link{read_ucdp_ged}} for loading raw UCDP GED data,
-#' \code{\link{ged_ucdp_ged}} for the standard generator function,
+#' \code{\link{gen_ucdp_ged}} for the standard generator function,
 #' \code{\link{pg_date_intervals}} for PRIO-GRID temporal structure
 #'
 #' @examples
@@ -237,7 +237,7 @@ ucdp_ged <- function(ged = read_ucdp_ged(), violence_types = c(1,2,3), fatality_
     }
 
     agg_intervals <- pg_date_intervals(config)
-    agg_dt <- data.table(
+    agg_dt <- data.table::data.table(
       interval_id = seq_along(agg_intervals),
       agg_start = lubridate::int_start(agg_intervals),
       agg_end = lubridate::int_end(agg_intervals)
@@ -274,12 +274,12 @@ ucdp_ged <- function(ged = read_ucdp_ged(), violence_types = c(1,2,3), fatality_
     result[, base_count := floor(total_fatalities * prop_share)]
     result[, residual := total_fatalities[1] - sum(base_count), by = event_id]
     result[, frac_part := (total_fatalities * prop_share) - base_count]
-    result[, rank := frank(-frac_part, ties.method = "random"), by = event_id]
+    result[, rank := data.table::frank(-frac_part, ties.method = "random"), by = event_id]
     result[, distributed_count := base_count + as.integer(rank <= residual)]
 
     result[, is_last_period := rank == max(rank), by = event_id]
     result[total_fatalities > 1 & sum(base_count) == 0,
-           distributed_count := fifelse(is_last_period & distributed_count == 0, 1L, distributed_count),
+           distributed_count := data.table::fifelse(is_last_period & distributed_count == 0, 1L, distributed_count),
            by = event_id]
 
     check <- result[, .(
@@ -296,7 +296,7 @@ ucdp_ged <- function(ged = read_ucdp_ged(), violence_types = c(1,2,3), fatality_
 
   ged <- ged |> dplyr::filter(type_of_violence %in% violence_types)
   ged_dt <- sf::st_drop_geometry(ged) |> dplyr::select(id, date_start, date_end, date_prec, dplyr::all_of(fatality_variable))
-  setDT(ged_dt)
+  data.table::setDT(ged_dt)
   result <- distribute_fatalities(ged_dt, value_var = fatality_variable)
 
   agg_result <- result[, .(
@@ -379,7 +379,7 @@ ucdp_ged <- function(ged = read_ucdp_ged(), violence_types = c(1,2,3), fatality_
 #' @examples
 #' \dontrun{
 #' # Generate standard UCDP GED variable
-#' ged_fatalities <- ged_ucdp_ged()
+#' ged_fatalities <- gen_ucdp_ged()
 #'
 #' # Examine the result
 #' print(ged_fatalities)
@@ -411,40 +411,83 @@ gen_ucdp_ged <- function(config = pg_current_config()){
 }
 
 
+#' Distance to nearest UCDP GED event within each country
+#'
+#' For each PRIO-GRID cell, computes the distance (in meters) to the nearest
+#' UCDP GED conflict event that occurred within the same country during the
+#' period containing \code{measurement_date}. Cells in countries with no
+#' recorded events are set to NA (not 0), to distinguish absence of events
+#' from proximity to events. Events with spatial precision code >= 6
+#' (national-level or coarser) are excluded.
+#'
+#' @param measurement_date A single \code{Date} object specifying the measurement date.
+#' @param ged An \code{sf} object containing UCDP GED data. Defaults to
+#'   \code{\link{read_ucdp_ged}()}.
+#' @param cshp An \code{sf} object containing CShapes 2.0 boundary data. Defaults to
+#'   \code{\link{read_cshapes}()}.
+#' @param config A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.
+#' @param geodesic Logical or NULL. If TRUE, computes distances in WGS84 using
+#'   spherical (S2) geometry and reprojects the result to the config CRS. If
+#'   FALSE, uses Euclidean distances in the config CRS. Default NULL
+#'   auto-detects: geodesic for projected CRS (e.g. UTM), native for geographic
+#'   CRS (e.g. WGS84, which terra already handles geodesically).
+#'
+#' @return A \code{SpatRaster} with distances in meters to the nearest conflict event
+#'   within the same country. NA indicates no events recorded in that country for
+#'   the period.
+#'
+#' @seealso \code{\link{ucdp_ged}} for fatality-count rasters,
+#'   \code{\link{read_ucdp_ged}} for loading raw UCDP GED data
+#'
 #' @export
-ucdpged_distance_within_country <- function(measurement_date, ged = read_ucdp_ged(), cshp = read_cshapes()){
+ucdpged_distance_within_country <- function(measurement_date, ged = read_ucdp_ged(), cshp = read_cshapes(), config = pg_current_config(), geodesic = NULL){
+  pg <- prio_blank_grid(config)
+  unit_factor <- terra::linearUnits(pg)
+  use_geodesic <- if (is.null(geodesic)) unit_factor != 0 else geodesic
+
+  # sf::sf_use_s2 must be FALSE: cShapes has degenerate geometries that cause
+  # s2 to error. terra::distance uses its own internal geodesic logic and is
+  # not affected by this setting.
+  prev_s2 <- sf::sf_use_s2()
+  sf::sf_use_s2(FALSE)
+  on.exit(sf::sf_use_s2(prev_s2))
+
+  if (use_geodesic) {
+    wgs84_config <- config
+    wgs84_config$crs <- "epsg:4326"
+    pg_calc <- prio_blank_grid(wgs84_config)
+    rgw <- cshapes_gwcode(measurement_date, cshp = cshp, config = wgs84_config)
+  } else {
+    pg_calc <- pg
+    rgw <- cshapes_gwcode(measurement_date, cshp = cshp, config = config)
+  }
+
   cshp <- cshp |> dplyr::filter(measurement_date %within% date_interval)
 
   pg_interval <- pg_date_intervals()[measurement_date %within% pg_date_intervals()]
 
-  pg <- prio_blank_grid()
   ged <- ged |>
-    sf::st_transform(crs = sf::st_crs(pg)) |>
+    sf::st_transform(crs = sf::st_crs(pg_calc)) |>
     dplyr::filter(lubridate::int_overlaps(date_interval, pg_interval)) |>
     dplyr::filter(where_prec < 6) # Remove where_prec >= 6 (i.e. not sub-national precision)
 
-  rgw <- cshapes_gwcode(measurement_date, cshp = cshp)
   gwcodes <- unique(cshp$gwcode)
 
-  cover <- cshapes_cover(measurement_date, cshp = cshp)
-  terra::values(cover) <- dplyr::if_else(terra::values(cover) == T, 1, NA)
+  result <- pg_calc
+  terra::values(result) <- 0
 
-  result <- pg
-  result[terra::values(result)] <- 0
-  result <- result*cover
-  suppressMessages(sf::sf_use_s2(FALSE)) # Only use sf here to subset data.
-  distances <- list()
   for(gwcode in gwcodes){
     tmp <- rgw
     tmp[terra::values(tmp) != gwcode] <- NA
     tmp[!is.na(terra::values(tmp))] <- 1
 
-    suppressMessages(
-      ged_sub <- ged[sf::st_intersects(ged, cshp[cshp$gwcode == gwcode, ], sparse = FALSE),]
-    )
+    # Skip countries with no grid cells (e.g. micro-states that don't dominate any cell)
+    if (all(is.na(terra::values(tmp)))) next
+
+    ged_sub <- ged[sf::st_intersects(ged, cshp[cshp$gwcode == gwcode, ], sparse = FALSE),]
 
     if(nrow(ged_sub) > 0){
-      dist <- terra::distance(tmp, terra::vect(ged_sub), rasterize = T)
+      dist <- terra::distance(tmp, terra::vect(ged_sub), rasterize = TRUE)
       dist <- (dist*tmp)
       dist[is.na(dist)] <- 0
       result <- result + dist
@@ -456,9 +499,16 @@ ucdpged_distance_within_country <- function(measurement_date, ged = read_ucdp_ge
       result <- result * tmp
     }
   }
-  suppressMessages(sf::sf_use_s2(TRUE))
 
-  #plot(1/log1p(result))
-  #plot(1/result)
+  if (use_geodesic) {
+    result <- robust_transformation(result, config = config)
+  } else {
+    if (unit_factor != 1 && unit_factor != 0) result <- result * unit_factor
+  }
+
+  cover <- cshapes_cover(measurement_date, cshp = cshp, config = config)
+  cover <- terra::ifel(cover, 1, NA)
+  result <- result * cover
+
   return(result)
 }
diff --git a/R/utility.R b/R/utility.R
index 0bb38a4..66cad0d 100644
--- a/R/utility.R
+++ b/R/utility.R
@@ -39,13 +39,16 @@ prio_blank_grid <- function(config = pg_current_config()){
 
   pg_lonlat <- terra::rast(terra::ext(extent), crs = "epsg:4326", ncol = ncol, nrow = nrow)
   terra::values(pg_lonlat) <- create_pg_indices(config)
-  pg_lonlat <- terra::project(pg_lonlat, crs_string)
-
-  pg <- terra::deepcopy(pg_lonlat)
-  terra::values(pg) <- create_pg_indices(pg_config(ncol = terra::ncol(pg), nrow = terra::nrow(pg)))
-  pg <- terra::ifel(is.nan(pg_lonlat), NaN, pg)
-
 
+  if(crs_string != "epsg:4326"){
+    bbox_t <- sf::st_transform(sf::st_bbox(extent, crs = 4326), crs = crs_string)
+    mask <- terra::project(pg_lonlat, crs_string) |> terra::crop(bbox_t)
+    pg <- terra::deepcopy(mask)
+    terra::values(pg) <- create_pg_indices(pg_config(ncol = terra::ncol(pg), nrow = terra::nrow(pg)))
+    pg <- terra::mask(pg, mask)
+  } else{
+    pg <- pg_lonlat
+  }
 
   names(pg) <- "pgid"
   return(pg)
@@ -199,6 +202,7 @@ rast_to_df <- function(rast, static = TRUE, varname = NULL, config = pg_current_
 #' @param disagg_method Character string specifying disaggregation method for
 #'   low-resolution data. Options are "near" (nearest neighbor, default),
 #'   "bilinear", or "cubic". See \code{\link[terra]{disagg}} for details.
+#' @param config A `pg_config` object. Defaults to [pg_current_config()].
 #' @param cores Integer specifying number of CPU cores to use for aggregation
 #'   operations. Defaults to 1. Higher values can speed up processing of large datasets.
 #' @param ... Additional arguments passed to \code{\link[terra]{aggregate}}.
@@ -206,9 +210,9 @@ rast_to_df <- function(rast, static = TRUE, varname = NULL, config = pg_current_
 #'
 #' @return SpatRaster object conforming to PRIO-GRID specifications:
 #' \itemize{
-#'   \item CRS: As specified in global options (default: EPSG:4326)
-#'   \item Extent: As specified in global options (default: global extent)
-#'   \item Resolution: Calculated from nrow/ncol in global options
+#'   \item CRS: As specified in \code{config} (default: EPSG:4326)
+#'   \item Extent: As specified in \code{config} (default: global extent)
+#'   \item Resolution: Calculated from \code{nrow}/\code{ncol} in \code{config}
 #'   \item Grid alignment: Exactly matched to PRIO-GRID cell boundaries
 #' }
 #'
@@ -220,8 +224,6 @@ rast_to_df <- function(rast, static = TRUE, varname = NULL, config = pg_current_
 #'   \item Pre-cropping input data to region of interest before transformation
 #' }
 #'
-#' @param config A `pg_config` object. Defaults to [pg_current_config()].
-#'
 #' @examples
 #' \dontrun{
 #' r <- read_ghsl_population_grid()
@@ -238,7 +240,7 @@ robust_transformation <- function(r, agg_fun, disagg_method = "near", config = p
   pg_configure_terra_memory(config)
   pg <- prio_blank_grid(config)
   temporary_directory <- file.path(pg_rawfolder(), "tmp", tempdir() |> basename())
-  dir.create(temporary_directory)
+  dir.create(temporary_directory, recursive = TRUE)
 
   equal_projection <- terra::crs(r) == terra::crs(pg)
   if(!equal_projection){
diff --git a/data/leda_matches.rda b/data/leda_matches.rda
new file mode 100644
index 0000000..11ffdaf
Binary files /dev/null and b/data/leda_matches.rda differ
diff --git a/data/pgsources.rda b/data/pgsources.rda
index b2c8c85..b74ab68 100644
Binary files a/data/pgsources.rda and b/data/pgsources.rda differ
diff --git a/data/pgvariables.rda b/data/pgvariables.rda
index 9f9cc70..741e050 100644
Binary files a/data/pgvariables.rda and b/data/pgvariables.rda differ
diff --git a/data_raw/leda_matches.R b/data_raw/leda_matches.R
new file mode 100644
index 0000000..1f424b8
--- /dev/null
+++ b/data_raw/leda_matches.R
@@ -0,0 +1,3 @@
+leda_matches <- readr::read_csv("data_raw/leda_matches.csv", show_col_types = FALSE)
+
+usethis::use_data(leda_matches, overwrite = TRUE)
diff --git a/data_raw/leda_matches.csv b/data_raw/leda_matches.csv
new file mode 100644
index 0000000..3aa4687
--- /dev/null
+++ b/data_raw/leda_matches.csv
@@ -0,0 +1,16275 @@
+iso3c,side_group,year,link_year_source,status3
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+CIV,Malinke Ou Maninka,1963,observed,included
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+CIV,Yacouba Ou Dan,1975,observed,irrelevant
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+CIV,Yacouba Ou Dan,1977,observed,irrelevant
+CIV,Yacouba Ou Dan,1978,observed,irrelevant
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+CIV,Yacouba Ou Dan,1980,observed,irrelevant
+CIV,Yacouba Ou Dan,1981,observed,irrelevant
+CIV,Yacouba Ou Dan,1982,observed,irrelevant
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+CIV,Yacouba Ou Dan,1984,observed,irrelevant
+CIV,Yacouba Ou Dan,1985,observed,irrelevant
+CIV,Yacouba Ou Dan,1986,observed,irrelevant
+CIV,Yacouba Ou Dan,1987,observed,irrelevant
+CIV,Yacouba Ou Dan,1988,observed,irrelevant
+CIV,Yacouba Ou Dan,1989,observed,irrelevant
+CIV,Yacouba Ou Dan,1990,observed,irrelevant
+CIV,Yacouba Ou Dan,1991,observed,irrelevant
+CIV,Yacouba Ou Dan,1992,observed,irrelevant
+CIV,Yacouba Ou Dan,1993,observed,irrelevant
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+CMR,Sara,1977,observed,included
+CMR,Sara,1978,observed,included
+CMR,Sara,1979,observed,included
+CMR,Sara,1980,observed,included
+CMR,Sara,1981,observed,included
+CMR,Sara,1982,observed,included
+CMR,Sara,1983,observed,included
+CMR,Sara,1984,observed,included
+CMR,Sara,1985,observed,included
+CMR,Sara,1986,observed,included
+CMR,Sara,1987,observed,included
+CMR,Sara,1988,observed,included
+CMR,Sara,1989,observed,included
+CMR,Sara,1990,observed,included
+CMR,Sara,1991,observed,included
+CMR,Sara,1992,observed,included
+CMR,Sara,1993,observed,included
+CMR,Sara,1994,observed,included
+CMR,Sara,1995,observed,included
+CMR,Sara,1996,observed,included
+CMR,Sara,1997,observed,included
+CMR,Sara,1998,observed,included
+CMR,Sara,1999,observed,included
+CMR,Sara,2000,observed,included
+CMR,Sara,2001,observed,included
+CMR,Sara,2002,observed,included
+CMR,Sara,2003,observed,included
+CMR,Sara,2004,observed,included
+CMR,Sara,2005,observed,included
+CMR,Sara,2006,observed,included
+CMR,Sara,2007,observed,included
+CMR,Sara,2008,observed,included
+CMR,Sara,2009,observed,included
+CMR,Sara,2010,observed,included
+CMR,Sara,2011,observed,included
+CMR,Sara,2012,observed,included
+CMR,Sara,2013,observed,included
+CMR,Sara,2014,observed,included
+CMR,Sara,2015,observed,included
+CMR,Sara,2016,observed,included
+CMR,Sara,2017,observed,included
+CMR,Sara,2018,carry_forward,included
+CMR,Sara,2019,carry_forward,included
+CMR,Sara,2020,carry_forward,included
+CMR,Sara,2021,carry_forward,included
+CMR,Wimbum-Yamba,1960,observed,irrelevant
+CMR,Wimbum-Yamba,1961,observed,irrelevant
+CMR,Wimbum-Yamba,1962,observed,included
+CMR,Wimbum-Yamba,1963,observed,included
+CMR,Wimbum-Yamba,1964,observed,included
+CMR,Wimbum-Yamba,1965,observed,included
+CMR,Wimbum-Yamba,1966,observed,included
+CMR,Wimbum-Yamba,1967,observed,included
+CMR,Wimbum-Yamba,1968,observed,included
+CMR,Wimbum-Yamba,1969,observed,included
+CMR,Wimbum-Yamba,1970,observed,included
+CMR,Wimbum-Yamba,1971,observed,included
+CMR,Wimbum-Yamba,1972,observed,included
+CMR,Wimbum-Yamba,1973,observed,included
+CMR,Wimbum-Yamba,1974,observed,included
+CMR,Wimbum-Yamba,1975,observed,included
+CMR,Wimbum-Yamba,1976,observed,included
+CMR,Wimbum-Yamba,1977,observed,included
+CMR,Wimbum-Yamba,1978,observed,included
+CMR,Wimbum-Yamba,1979,observed,included
+CMR,Wimbum-Yamba,1980,observed,included
+CMR,Wimbum-Yamba,1981,observed,included
+CMR,Wimbum-Yamba,1982,observed,included
+CMR,Wimbum-Yamba,1983,observed,included
+CMR,Wimbum-Yamba,1984,observed,included
+CMR,Wimbum-Yamba,1985,observed,included
+CMR,Wimbum-Yamba,1986,observed,included
+CMR,Wimbum-Yamba,1987,observed,included
+CMR,Wimbum-Yamba,1988,observed,included
+CMR,Wimbum-Yamba,1989,observed,included
+CMR,Wimbum-Yamba,1990,observed,included
+CMR,Wimbum-Yamba,1991,observed,included
+CMR,Wimbum-Yamba,1992,observed,included
+CMR,Wimbum-Yamba,1993,observed,included
+CMR,Wimbum-Yamba,1994,observed,included
+CMR,Wimbum-Yamba,1995,observed,included
+CMR,Wimbum-Yamba,1996,observed,included
+CMR,Wimbum-Yamba,1997,observed,included
+CMR,Wimbum-Yamba,1998,observed,included
+CMR,Wimbum-Yamba,1999,observed,included
+CMR,Wimbum-Yamba,2000,observed,included
+CMR,Wimbum-Yamba,2001,observed,included
+CMR,Wimbum-Yamba,2002,observed,included
+CMR,Wimbum-Yamba,2003,observed,included
+CMR,Wimbum-Yamba,2004,observed,included
+CMR,Wimbum-Yamba,2005,observed,included
+CMR,Wimbum-Yamba,2006,observed,included
+CMR,Wimbum-Yamba,2007,observed,included
+CMR,Wimbum-Yamba,2008,observed,included
+CMR,Wimbum-Yamba,2009,observed,included
+CMR,Wimbum-Yamba,2010,observed,included
+CMR,Wimbum-Yamba,2011,observed,included
+CMR,Wimbum-Yamba,2012,observed,included
+CMR,Wimbum-Yamba,2013,observed,included
+CMR,Wimbum-Yamba,2014,observed,included
+CMR,Wimbum-Yamba,2015,observed,included
+CMR,Wimbum-Yamba,2016,observed,included
+CMR,Wimbum-Yamba,2017,observed,included
+CMR,Wimbum-Yamba,2018,carry_forward,included
+CMR,Wimbum-Yamba,2019,carry_forward,included
+CMR,Wimbum-Yamba,2020,carry_forward,included
+CMR,Wimbum-Yamba,2021,carry_forward,included
+COD,Bakongo Nord & Sud,1960,observed,included
+COD,Bakongo Nord & Sud,1961,observed,included
+COD,Bakongo Nord & Sud,1962,observed,included
+COD,Bakongo Nord & Sud,1963,observed,included
+COD,Bakongo Nord & Sud,1964,observed,included
+COD,Bakongo Nord & Sud,1965,observed,included
+COD,Bakongo Nord & Sud,1966,observed,excluded
+COD,Bakongo Nord & Sud,1967,observed,excluded
+COD,Bakongo Nord & Sud,1968,observed,excluded
+COD,Bakongo Nord & Sud,1969,observed,excluded
+COD,Bakongo Nord & Sud,1970,observed,excluded
+COD,Bakongo Nord & Sud,1971,observed,excluded
+COD,Bakongo Nord & Sud,1972,observed,excluded
+COD,Bakongo Nord & Sud,1973,observed,excluded
+COD,Bakongo Nord & Sud,1974,observed,excluded
+COD,Bakongo Nord & Sud,1975,observed,excluded
+COD,Bakongo Nord & Sud,1976,observed,excluded
+COD,Bakongo Nord & Sud,1977,observed,excluded
+COD,Bakongo Nord & Sud,1978,observed,excluded
+COD,Bakongo Nord & Sud,1979,observed,excluded
+COD,Bakongo Nord & Sud,1980,observed,excluded
+COD,Bakongo Nord & Sud,1981,observed,excluded
+COD,Bakongo Nord & Sud,1982,observed,excluded
+COD,Bakongo Nord & Sud,1983,observed,excluded
+COD,Bakongo Nord & Sud,1984,observed,excluded
+COD,Bakongo Nord & Sud,1985,observed,excluded
+COD,Bakongo Nord & Sud,1986,observed,excluded
+COD,Bakongo Nord & Sud,1987,observed,excluded
+COD,Bakongo Nord & Sud,1988,observed,excluded
+COD,Bakongo Nord & Sud,1989,observed,excluded
+COD,Bakongo Nord & Sud,1990,observed,excluded
+COD,Bakongo Nord & Sud,1991,observed,excluded
+COD,Bakongo Nord & Sud,1992,observed,excluded
+COD,Bakongo Nord & Sud,1993,observed,excluded
+COD,Bakongo Nord & Sud,1994,observed,excluded
+COD,Bakongo Nord & Sud,1995,observed,excluded
+COD,Bakongo Nord & Sud,1996,observed,excluded
+COD,Bakongo Nord & Sud,1997,observed,excluded
+COD,Bakongo Nord & Sud,1998,observed,excluded
+COD,Bakongo Nord & Sud,1999,observed,excluded
+COD,Bakongo Nord & Sud,2000,observed,excluded
+COD,Bakongo Nord & Sud,2001,observed,excluded
+COD,Bakongo Nord & Sud,2002,observed,excluded
+COD,Bakongo Nord & Sud,2003,observed,excluded
+COD,Bakongo Nord & Sud,2004,observed,excluded
+COD,Bakongo Nord & Sud,2005,observed,excluded
+COD,Bakongo Nord & Sud,2006,observed,excluded
+COD,Bakongo Nord & Sud,2007,observed,excluded
+COD,Bakongo Nord & Sud,2008,observed,excluded
+COD,Bakongo Nord & Sud,2009,observed,excluded
+COD,Bakongo Nord & Sud,2010,observed,excluded
+COD,Bakongo Nord & Sud,2011,observed,excluded
+COD,Bakongo Nord & Sud,2012,observed,excluded
+COD,Bakongo Nord & Sud,2013,observed,excluded
+COD,Bakongo Nord & Sud,2014,observed,excluded
+COD,Bakongo Nord & Sud,2015,observed,excluded
+COD,Bakongo Nord & Sud,2016,observed,excluded
+COD,Bakongo Nord & Sud,2017,observed,excluded
+COD,Bakongo Nord & Sud,2018,carry_forward,excluded
+COD,Bakongo Nord & Sud,2019,carry_forward,excluded
+COD,Bakongo Nord & Sud,2020,carry_forward,excluded
+COD,Bakongo Nord & Sud,2021,carry_forward,excluded
+COD,Bakongo North and South,1960,observed,included
+COD,Bakongo North and South,1961,observed,included
+COD,Bakongo North and South,1962,observed,included
+COD,Bakongo North and South,1963,observed,included
+COD,Bakongo North and South,1964,observed,included
+COD,Bakongo North and South,1965,observed,included
+COD,Bakongo North and South,1966,observed,excluded
+COD,Bakongo North and South,1967,observed,excluded
+COD,Bakongo North and South,1968,observed,excluded
+COD,Bakongo North and South,1969,observed,excluded
+COD,Bakongo North and South,1970,observed,excluded
+COD,Bakongo North and South,1971,observed,excluded
+COD,Bakongo North and South,1972,observed,excluded
+COD,Bakongo North and South,1973,observed,excluded
+COD,Bakongo North and South,1974,observed,excluded
+COD,Bakongo North and South,1975,observed,excluded
+COD,Bakongo North and South,1976,observed,excluded
+COD,Bakongo North and South,1977,observed,excluded
+COD,Bakongo North and South,1978,observed,excluded
+COD,Bakongo North and South,1979,observed,excluded
+COD,Bakongo North and South,1980,observed,excluded
+COD,Bakongo North and South,1981,observed,excluded
+COD,Bakongo North and South,1982,observed,excluded
+COD,Bakongo North and South,1983,observed,excluded
+COD,Bakongo North and South,1984,observed,excluded
+COD,Bakongo North and South,1985,observed,excluded
+COD,Bakongo North and South,1986,observed,excluded
+COD,Bakongo North and South,1987,observed,excluded
+COD,Bakongo North and South,1988,observed,excluded
+COD,Bakongo North and South,1989,observed,excluded
+COD,Bakongo North and South,1990,observed,excluded
+COD,Bakongo North and South,1991,observed,excluded
+COD,Bakongo North and South,1992,observed,excluded
+COD,Bakongo North and South,1993,observed,excluded
+COD,Bakongo North and South,1994,observed,excluded
+COD,Bakongo North and South,1995,observed,excluded
+COD,Bakongo North and South,1996,observed,excluded
+COD,Bakongo North and South,1997,observed,excluded
+COD,Bakongo North and South,1998,observed,excluded
+COD,Bakongo North and South,1999,observed,excluded
+COD,Bakongo North and South,2000,observed,excluded
+COD,Bakongo North and South,2001,observed,excluded
+COD,Bakongo North and South,2002,observed,excluded
+COD,Bakongo North and South,2003,observed,excluded
+COD,Bakongo North and South,2004,observed,excluded
+COD,Bakongo North and South,2005,observed,excluded
+COD,Bakongo North and South,2006,observed,excluded
+COD,Bakongo North and South,2007,observed,excluded
+COD,Bakongo North and South,2008,observed,excluded
+COD,Bakongo North and South,2009,observed,excluded
+COD,Bakongo North and South,2010,observed,excluded
+COD,Bakongo North and South,2011,observed,excluded
+COD,Bakongo North and South,2012,observed,excluded
+COD,Bakongo North and South,2013,observed,excluded
+COD,Bakongo North and South,2014,observed,excluded
+COD,Bakongo North and South,2015,observed,excluded
+COD,Bakongo North and South,2016,observed,excluded
+COD,Bakongo North and South,2017,observed,excluded
+COD,Bakongo North and South,2018,carry_forward,excluded
+COD,Bakongo North and South,2019,carry_forward,excluded
+COD,Bakongo North and South,2020,carry_forward,excluded
+COD,Bakongo North and South,2021,carry_forward,excluded
+COD,Lunda,1960,observed,excluded
+COD,Lunda,1961,observed,irrelevant
+COD,Lunda,1962,observed,irrelevant
+COD,Lunda,1963,observed,irrelevant
+COD,Lunda,1964,observed,excluded
+COD,Lunda,1965,observed,included
+COD,Lunda,1966,observed,irrelevant
+COD,Lunda,1967,observed,irrelevant
+COD,Lunda,1968,observed,irrelevant
+COD,Lunda,1969,observed,irrelevant
+COD,Lunda,1970,observed,irrelevant
+COD,Lunda,1971,observed,irrelevant
+COD,Lunda,1972,observed,irrelevant
+COD,Lunda,1973,observed,irrelevant
+COD,Lunda,1974,observed,irrelevant
+COD,Lunda,1975,observed,irrelevant
+COD,Lunda,1976,observed,irrelevant
+COD,Lunda,1977,observed,irrelevant
+COD,Lunda,1978,observed,irrelevant
+COD,Lunda,1979,observed,irrelevant
+COD,Lunda,1980,observed,irrelevant
+COD,Lunda,1981,observed,irrelevant
+COD,Lunda,1982,observed,irrelevant
+COD,Lunda,1983,observed,irrelevant
+COD,Lunda,1984,observed,irrelevant
+COD,Lunda,1985,observed,irrelevant
+COD,Lunda,1986,observed,irrelevant
+COD,Lunda,1987,observed,irrelevant
+COD,Lunda,1988,observed,irrelevant
+COD,Lunda,1989,observed,irrelevant
+COD,Lunda,1990,observed,irrelevant
+COD,Lunda,1991,observed,irrelevant
+COD,Lunda,1992,observed,irrelevant
+COD,Lunda,1993,observed,irrelevant
+COD,Lunda,1994,observed,irrelevant
+COD,Lunda,1995,observed,irrelevant
+COD,Lunda,1996,observed,irrelevant
+COD,Lunda,1997,observed,irrelevant
+COD,Lunda,1998,observed,included
+COD,Lunda,1999,observed,included
+COD,Lunda,2000,observed,included
+COD,Lunda,2001,observed,included
+COD,Lunda,2002,observed,included
+COD,Lunda,2003,observed,included
+COD,Lunda,2004,observed,included
+COD,Lunda,2005,observed,included
+COD,Lunda,2006,observed,included
+COD,Lunda,2007,observed,included
+COD,Lunda,2008,observed,included
+COD,Lunda,2009,observed,included
+COD,Lunda,2010,observed,included
+COD,Lunda,2011,observed,included
+COD,Lunda,2012,observed,included
+COD,Lunda,2013,observed,included
+COD,Lunda,2014,observed,included
+COD,Lunda,2015,observed,included
+COD,Lunda,2016,observed,included
+COD,Lunda,2017,observed,included
+COD,Lunda,2018,carry_forward,included
+COD,Lunda,2019,carry_forward,included
+COD,Lunda,2020,carry_forward,included
+COD,Lunda,2021,carry_forward,included
+ETH,Affar,1946,observed,excluded
+ETH,Affar,1947,observed,excluded
+ETH,Affar,1948,observed,excluded
+ETH,Affar,1949,observed,excluded
+ETH,Affar,1950,observed,excluded
+ETH,Affar,1951,observed,excluded
+ETH,Affar,1952,observed,excluded
+ETH,Affar,1953,observed,excluded
+ETH,Affar,1954,observed,excluded
+ETH,Affar,1955,observed,excluded
+ETH,Affar,1956,observed,excluded
+ETH,Affar,1957,observed,excluded
+ETH,Affar,1958,observed,excluded
+ETH,Affar,1959,observed,excluded
+ETH,Affar,1960,observed,excluded
+ETH,Affar,1961,observed,excluded
+ETH,Affar,1962,observed,excluded
+ETH,Affar,1963,observed,excluded
+ETH,Affar,1964,observed,excluded
+ETH,Affar,1965,observed,excluded
+ETH,Affar,1966,observed,excluded
+ETH,Affar,1967,observed,excluded
+ETH,Affar,1968,observed,excluded
+ETH,Affar,1969,observed,excluded
+ETH,Affar,1970,observed,excluded
+ETH,Affar,1971,observed,excluded
+ETH,Affar,1972,observed,excluded
+ETH,Affar,1973,observed,excluded
+ETH,Affar,1974,observed,excluded
+ETH,Affar,1975,observed,excluded
+ETH,Affar,1976,observed,excluded
+ETH,Affar,1977,observed,excluded
+ETH,Affar,1978,observed,excluded
+ETH,Affar,1979,observed,excluded
+ETH,Affar,1980,observed,excluded
+ETH,Affar,1981,observed,excluded
+ETH,Affar,1982,observed,excluded
+ETH,Affar,1983,observed,excluded
+ETH,Affar,1984,observed,excluded
+ETH,Affar,1985,observed,excluded
+ETH,Affar,1986,observed,excluded
+ETH,Affar,1987,observed,excluded
+ETH,Affar,1988,observed,excluded
+ETH,Affar,1989,observed,excluded
+ETH,Affar,1990,observed,excluded
+ETH,Affar,1991,observed,excluded
+ETH,Affar,1992,observed,excluded
+ETH,Affar,1993,observed,excluded
+ETH,Affar,1994,observed,excluded
+ETH,Affar,1995,observed,excluded
+ETH,Affar,1996,observed,excluded
+ETH,Affar,1997,observed,excluded
+ETH,Affar,1998,observed,excluded
+ETH,Affar,1999,observed,excluded
+ETH,Affar,2000,observed,excluded
+ETH,Affar,2001,observed,excluded
+ETH,Affar,2002,observed,excluded
+ETH,Affar,2003,observed,excluded
+ETH,Affar,2004,observed,excluded
+ETH,Affar,2005,observed,excluded
+ETH,Affar,2006,observed,excluded
+ETH,Affar,2007,observed,excluded
+ETH,Affar,2008,observed,excluded
+ETH,Affar,2009,observed,excluded
+ETH,Affar,2010,observed,excluded
+ETH,Affar,2011,observed,excluded
+ETH,Affar,2012,observed,excluded
+ETH,Affar,2013,observed,excluded
+ETH,Affar,2014,observed,excluded
+ETH,Affar,2015,observed,excluded
+ETH,Affar,2016,observed,excluded
+ETH,Affar,2017,observed,excluded
+ETH,Affar,2018,carry_forward,excluded
+ETH,Affar,2019,carry_forward,excluded
+ETH,Affar,2020,carry_forward,included
+ETH,Affar,2021,carry_forward,included
+ETH,"Affar / Adal, Danakil, Denkel",1946,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1947,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1948,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1949,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1950,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1951,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1952,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1953,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1954,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1955,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1956,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1957,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1958,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1959,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1960,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1961,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1962,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1963,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1964,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1965,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1966,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1967,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1968,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1969,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1970,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1971,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1972,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1973,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1974,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1975,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1976,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1977,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1978,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1979,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1980,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1981,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1982,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1983,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1984,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1985,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1986,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1987,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1988,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1989,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1990,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1991,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1992,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1993,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1994,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1995,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1996,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1997,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1998,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",1999,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2000,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2001,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2002,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2003,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2004,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2005,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2006,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2007,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2008,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2009,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2010,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2011,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2012,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2013,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2014,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2015,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2016,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2017,observed,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2018,carry_forward,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2019,carry_forward,excluded
+ETH,"Affar / Adal, Danakil, Denkel",2020,carry_forward,included
+ETH,"Affar / Adal, Danakil, Denkel",2021,carry_forward,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1946,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1947,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1948,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1949,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1950,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1951,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1952,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1953,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1954,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1955,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1956,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1957,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1958,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1959,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1960,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1961,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1962,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1963,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1964,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1965,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1966,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1967,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1968,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1969,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1970,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1971,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1972,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1973,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1974,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1975,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1976,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1977,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1978,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1979,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1980,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1981,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1982,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1983,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1984,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1985,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1986,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1987,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1988,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1989,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1990,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1991,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1992,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1993,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1994,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1995,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1996,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1997,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1998,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",1999,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2000,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2001,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2002,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2003,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2004,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2005,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2006,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2007,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2008,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2009,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2010,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2011,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2012,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2013,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2014,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2015,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2016,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2017,observed,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2018,carry_forward,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2019,carry_forward,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2020,carry_forward,included
+ETH,"Amara / Gondere, Gayente, Semen, Farte, Gojjame, Dawunte, Wa",2021,carry_forward,included
+ETH,Amhara,1946,observed,included
+ETH,Amhara,1947,observed,included
+ETH,Amhara,1948,observed,included
+ETH,Amhara,1949,observed,included
+ETH,Amhara,1950,observed,included
+ETH,Amhara,1951,observed,included
+ETH,Amhara,1952,observed,included
+ETH,Amhara,1953,observed,included
+ETH,Amhara,1954,observed,included
+ETH,Amhara,1955,observed,included
+ETH,Amhara,1956,observed,included
+ETH,Amhara,1957,observed,included
+ETH,Amhara,1958,observed,included
+ETH,Amhara,1959,observed,included
+ETH,Amhara,1960,observed,included
+ETH,Amhara,1961,observed,included
+ETH,Amhara,1962,observed,included
+ETH,Amhara,1963,observed,included
+ETH,Amhara,1964,observed,included
+ETH,Amhara,1965,observed,included
+ETH,Amhara,1966,observed,included
+ETH,Amhara,1967,observed,included
+ETH,Amhara,1968,observed,included
+ETH,Amhara,1969,observed,included
+ETH,Amhara,1970,observed,included
+ETH,Amhara,1971,observed,included
+ETH,Amhara,1972,observed,included
+ETH,Amhara,1973,observed,included
+ETH,Amhara,1974,observed,included
+ETH,Amhara,1975,observed,included
+ETH,Amhara,1976,observed,included
+ETH,Amhara,1977,observed,included
+ETH,Amhara,1978,observed,included
+ETH,Amhara,1979,observed,included
+ETH,Amhara,1980,observed,included
+ETH,Amhara,1981,observed,included
+ETH,Amhara,1982,observed,included
+ETH,Amhara,1983,observed,included
+ETH,Amhara,1984,observed,included
+ETH,Amhara,1985,observed,included
+ETH,Amhara,1986,observed,included
+ETH,Amhara,1987,observed,included
+ETH,Amhara,1988,observed,included
+ETH,Amhara,1989,observed,included
+ETH,Amhara,1990,observed,included
+ETH,Amhara,1991,observed,included
+ETH,Amhara,1992,observed,included
+ETH,Amhara,1993,observed,included
+ETH,Amhara,1994,observed,included
+ETH,Amhara,1995,observed,included
+ETH,Amhara,1996,observed,included
+ETH,Amhara,1997,observed,included
+ETH,Amhara,1998,observed,included
+ETH,Amhara,1999,observed,included
+ETH,Amhara,2000,observed,included
+ETH,Amhara,2001,observed,included
+ETH,Amhara,2002,observed,included
+ETH,Amhara,2003,observed,included
+ETH,Amhara,2004,observed,included
+ETH,Amhara,2005,observed,included
+ETH,Amhara,2006,observed,included
+ETH,Amhara,2007,observed,included
+ETH,Amhara,2008,observed,included
+ETH,Amhara,2009,observed,included
+ETH,Amhara,2010,observed,included
+ETH,Amhara,2011,observed,included
+ETH,Amhara,2012,observed,included
+ETH,Amhara,2013,observed,included
+ETH,Amhara,2014,observed,included
+ETH,Amhara,2015,observed,included
+ETH,Amhara,2016,observed,included
+ETH,Amhara,2017,observed,included
+ETH,Amhara,2018,carry_forward,included
+ETH,Amhara,2019,carry_forward,included
+ETH,Amhara,2020,carry_forward,included
+ETH,Amhara,2021,carry_forward,included
+ETH,Amharra,1946,observed,included
+ETH,Amharra,1947,observed,included
+ETH,Amharra,1948,observed,included
+ETH,Amharra,1949,observed,included
+ETH,Amharra,1950,observed,included
+ETH,Amharra,1951,observed,included
+ETH,Amharra,1952,observed,included
+ETH,Amharra,1953,observed,included
+ETH,Amharra,1954,observed,included
+ETH,Amharra,1955,observed,included
+ETH,Amharra,1956,observed,included
+ETH,Amharra,1957,observed,included
+ETH,Amharra,1958,observed,included
+ETH,Amharra,1959,observed,included
+ETH,Amharra,1960,observed,included
+ETH,Amharra,1961,observed,included
+ETH,Amharra,1962,observed,included
+ETH,Amharra,1963,observed,included
+ETH,Amharra,1964,observed,included
+ETH,Amharra,1965,observed,included
+ETH,Amharra,1966,observed,included
+ETH,Amharra,1967,observed,included
+ETH,Amharra,1968,observed,included
+ETH,Amharra,1969,observed,included
+ETH,Amharra,1970,observed,included
+ETH,Amharra,1971,observed,included
+ETH,Amharra,1972,observed,included
+ETH,Amharra,1973,observed,included
+ETH,Amharra,1974,observed,included
+ETH,Amharra,1975,observed,included
+ETH,Amharra,1976,observed,included
+ETH,Amharra,1977,observed,included
+ETH,Amharra,1978,observed,included
+ETH,Amharra,1979,observed,included
+ETH,Amharra,1980,observed,included
+ETH,Amharra,1981,observed,included
+ETH,Amharra,1982,observed,included
+ETH,Amharra,1983,observed,included
+ETH,Amharra,1984,observed,included
+ETH,Amharra,1985,observed,included
+ETH,Amharra,1986,observed,included
+ETH,Amharra,1987,observed,included
+ETH,Amharra,1988,observed,included
+ETH,Amharra,1989,observed,included
+ETH,Amharra,1990,observed,included
+ETH,Amharra,1991,observed,included
+ETH,Amharra,1992,observed,included
+ETH,Amharra,1993,observed,included
+ETH,Amharra,1994,observed,included
+ETH,Amharra,1995,observed,included
+ETH,Amharra,1996,observed,included
+ETH,Amharra,1997,observed,included
+ETH,Amharra,1998,observed,included
+ETH,Amharra,1999,observed,included
+ETH,Amharra,2000,observed,included
+ETH,Amharra,2001,observed,included
+ETH,Amharra,2002,observed,included
+ETH,Amharra,2003,observed,included
+ETH,Amharra,2004,observed,included
+ETH,Amharra,2005,observed,included
+ETH,Amharra,2006,observed,included
+ETH,Amharra,2007,observed,included
+ETH,Amharra,2008,observed,included
+ETH,Amharra,2009,observed,included
+ETH,Amharra,2010,observed,included
+ETH,Amharra,2011,observed,included
+ETH,Amharra,2012,observed,included
+ETH,Amharra,2013,observed,included
+ETH,Amharra,2014,observed,included
+ETH,Amharra,2015,observed,included
+ETH,Amharra,2016,observed,included
+ETH,Amharra,2017,observed,included
+ETH,Amharra,2018,carry_forward,included
+ETH,Amharra,2019,carry_forward,included
+ETH,Amharra,2020,carry_forward,included
+ETH,Amharra,2021,carry_forward,included
+ETH,Anyiwak,1946,observed,irrelevant
+ETH,Anyiwak,1947,observed,irrelevant
+ETH,Anyiwak,1948,observed,irrelevant
+ETH,Anyiwak,1949,observed,irrelevant
+ETH,Anyiwak,1950,observed,irrelevant
+ETH,Anyiwak,1951,observed,irrelevant
+ETH,Anyiwak,1952,observed,irrelevant
+ETH,Anyiwak,1953,observed,irrelevant
+ETH,Anyiwak,1954,observed,irrelevant
+ETH,Anyiwak,1955,observed,irrelevant
+ETH,Anyiwak,1956,observed,irrelevant
+ETH,Anyiwak,1957,observed,irrelevant
+ETH,Anyiwak,1958,observed,irrelevant
+ETH,Anyiwak,1959,observed,irrelevant
+ETH,Anyiwak,1960,observed,irrelevant
+ETH,Anyiwak,1961,observed,irrelevant
+ETH,Anyiwak,1962,observed,irrelevant
+ETH,Anyiwak,1963,observed,irrelevant
+ETH,Anyiwak,1964,observed,irrelevant
+ETH,Anyiwak,1965,observed,irrelevant
+ETH,Anyiwak,1966,observed,irrelevant
+ETH,Anyiwak,1967,observed,irrelevant
+ETH,Anyiwak,1968,observed,irrelevant
+ETH,Anyiwak,1969,observed,irrelevant
+ETH,Anyiwak,1970,observed,irrelevant
+ETH,Anyiwak,1971,observed,irrelevant
+ETH,Anyiwak,1972,observed,irrelevant
+ETH,Anyiwak,1973,observed,irrelevant
+ETH,Anyiwak,1974,observed,irrelevant
+ETH,Anyiwak,1975,observed,irrelevant
+ETH,Anyiwak,1976,observed,irrelevant
+ETH,Anyiwak,1977,observed,irrelevant
+ETH,Anyiwak,1978,observed,irrelevant
+ETH,Anyiwak,1979,observed,irrelevant
+ETH,Anyiwak,1980,observed,irrelevant
+ETH,Anyiwak,1981,observed,irrelevant
+ETH,Anyiwak,1982,observed,irrelevant
+ETH,Anyiwak,1983,observed,irrelevant
+ETH,Anyiwak,1984,observed,irrelevant
+ETH,Anyiwak,1985,observed,irrelevant
+ETH,Anyiwak,1986,observed,irrelevant
+ETH,Anyiwak,1987,observed,irrelevant
+ETH,Anyiwak,1988,observed,irrelevant
+ETH,Anyiwak,1989,observed,irrelevant
+ETH,Anyiwak,1990,observed,irrelevant
+ETH,Anyiwak,1991,observed,irrelevant
+ETH,Anyiwak,1992,observed,irrelevant
+ETH,Anyiwak,1993,observed,irrelevant
+ETH,Anyiwak,1994,observed,irrelevant
+ETH,Anyiwak,1995,observed,irrelevant
+ETH,Anyiwak,1996,observed,irrelevant
+ETH,Anyiwak,1997,observed,irrelevant
+ETH,Anyiwak,1998,observed,irrelevant
+ETH,Anyiwak,1999,observed,irrelevant
+ETH,Anyiwak,2000,observed,irrelevant
+ETH,Anyiwak,2001,observed,irrelevant
+ETH,Anyiwak,2002,observed,irrelevant
+ETH,Anyiwak,2003,observed,irrelevant
+ETH,Anyiwak,2004,observed,excluded
+ETH,Anyiwak,2005,observed,excluded
+ETH,Anyiwak,2006,observed,excluded
+ETH,Anyiwak,2007,observed,excluded
+ETH,Anyiwak,2008,observed,excluded
+ETH,Anyiwak,2009,observed,excluded
+ETH,Anyiwak,2010,observed,excluded
+ETH,Anyiwak,2011,observed,excluded
+ETH,Anyiwak,2012,observed,excluded
+ETH,Anyiwak,2013,observed,excluded
+ETH,Anyiwak,2014,observed,excluded
+ETH,Anyiwak,2015,observed,excluded
+ETH,Anyiwak,2016,observed,excluded
+ETH,Anyiwak,2017,observed,excluded
+ETH,Anyiwak,2018,carry_forward,excluded
+ETH,Anyiwak,2019,carry_forward,excluded
+ETH,Anyiwak,2020,carry_forward,included
+ETH,Anyiwak,2021,carry_forward,included
+ETH,Anyiwak / Yembo,1946,observed,irrelevant
+ETH,Anyiwak / Yembo,1947,observed,irrelevant
+ETH,Anyiwak / Yembo,1948,observed,irrelevant
+ETH,Anyiwak / Yembo,1949,observed,irrelevant
+ETH,Anyiwak / Yembo,1950,observed,irrelevant
+ETH,Anyiwak / Yembo,1951,observed,irrelevant
+ETH,Anyiwak / Yembo,1952,observed,irrelevant
+ETH,Anyiwak / Yembo,1953,observed,irrelevant
+ETH,Anyiwak / Yembo,1954,observed,irrelevant
+ETH,Anyiwak / Yembo,1955,observed,irrelevant
+ETH,Anyiwak / Yembo,1956,observed,irrelevant
+ETH,Anyiwak / Yembo,1957,observed,irrelevant
+ETH,Anyiwak / Yembo,1958,observed,irrelevant
+ETH,Anyiwak / Yembo,1959,observed,irrelevant
+ETH,Anyiwak / Yembo,1960,observed,irrelevant
+ETH,Anyiwak / Yembo,1961,observed,irrelevant
+ETH,Anyiwak / Yembo,1962,observed,irrelevant
+ETH,Anyiwak / Yembo,1963,observed,irrelevant
+ETH,Anyiwak / Yembo,1964,observed,irrelevant
+ETH,Anyiwak / Yembo,1965,observed,irrelevant
+ETH,Anyiwak / Yembo,1966,observed,irrelevant
+ETH,Anyiwak / Yembo,1967,observed,irrelevant
+ETH,Anyiwak / Yembo,1968,observed,irrelevant
+ETH,Anyiwak / Yembo,1969,observed,irrelevant
+ETH,Anyiwak / Yembo,1970,observed,irrelevant
+ETH,Anyiwak / Yembo,1971,observed,irrelevant
+ETH,Anyiwak / Yembo,1972,observed,irrelevant
+ETH,Anyiwak / Yembo,1973,observed,irrelevant
+ETH,Anyiwak / Yembo,1974,observed,irrelevant
+ETH,Anyiwak / Yembo,1975,observed,irrelevant
+ETH,Anyiwak / Yembo,1976,observed,irrelevant
+ETH,Anyiwak / Yembo,1977,observed,irrelevant
+ETH,Anyiwak / Yembo,1978,observed,irrelevant
+ETH,Anyiwak / Yembo,1979,observed,irrelevant
+ETH,Anyiwak / Yembo,1980,observed,irrelevant
+ETH,Anyiwak / Yembo,1981,observed,irrelevant
+ETH,Anyiwak / Yembo,1982,observed,irrelevant
+ETH,Anyiwak / Yembo,1983,observed,irrelevant
+ETH,Anyiwak / Yembo,1984,observed,irrelevant
+ETH,Anyiwak / Yembo,1985,observed,irrelevant
+ETH,Anyiwak / Yembo,1986,observed,irrelevant
+ETH,Anyiwak / Yembo,1987,observed,irrelevant
+ETH,Anyiwak / Yembo,1988,observed,irrelevant
+ETH,Anyiwak / Yembo,1989,observed,irrelevant
+ETH,Anyiwak / Yembo,1990,observed,irrelevant
+ETH,Anyiwak / Yembo,1991,observed,irrelevant
+ETH,Anyiwak / Yembo,1992,observed,irrelevant
+ETH,Anyiwak / Yembo,1993,observed,irrelevant
+ETH,Anyiwak / Yembo,1994,observed,irrelevant
+ETH,Anyiwak / Yembo,1995,observed,irrelevant
+ETH,Anyiwak / Yembo,1996,observed,irrelevant
+ETH,Anyiwak / Yembo,1997,observed,irrelevant
+ETH,Anyiwak / Yembo,1998,observed,irrelevant
+ETH,Anyiwak / Yembo,1999,observed,irrelevant
+ETH,Anyiwak / Yembo,2000,observed,irrelevant
+ETH,Anyiwak / Yembo,2001,observed,irrelevant
+ETH,Anyiwak / Yembo,2002,observed,irrelevant
+ETH,Anyiwak / Yembo,2003,observed,irrelevant
+ETH,Anyiwak / Yembo,2004,observed,excluded
+ETH,Anyiwak / Yembo,2005,observed,excluded
+ETH,Anyiwak / Yembo,2006,observed,excluded
+ETH,Anyiwak / Yembo,2007,observed,excluded
+ETH,Anyiwak / Yembo,2008,observed,excluded
+ETH,Anyiwak / Yembo,2009,observed,excluded
+ETH,Anyiwak / Yembo,2010,observed,excluded
+ETH,Anyiwak / Yembo,2011,observed,excluded
+ETH,Anyiwak / Yembo,2012,observed,excluded
+ETH,Anyiwak / Yembo,2013,observed,excluded
+ETH,Anyiwak / Yembo,2014,observed,excluded
+ETH,Anyiwak / Yembo,2015,observed,excluded
+ETH,Anyiwak / Yembo,2016,observed,excluded
+ETH,Anyiwak / Yembo,2017,observed,excluded
+ETH,Anyiwak / Yembo,2018,carry_forward,excluded
+ETH,Anyiwak / Yembo,2019,carry_forward,excluded
+ETH,Anyiwak / Yembo,2020,carry_forward,included
+ETH,Anyiwak / Yembo,2021,carry_forward,included
+ETH,Berta,1946,observed,irrelevant
+ETH,Berta,1947,observed,irrelevant
+ETH,Berta,1948,observed,irrelevant
+ETH,Berta,1949,observed,irrelevant
+ETH,Berta,1950,observed,irrelevant
+ETH,Berta,1951,observed,irrelevant
+ETH,Berta,1952,observed,irrelevant
+ETH,Berta,1953,observed,irrelevant
+ETH,Berta,1954,observed,irrelevant
+ETH,Berta,1955,observed,irrelevant
+ETH,Berta,1956,observed,irrelevant
+ETH,Berta,1957,observed,irrelevant
+ETH,Berta,1958,observed,irrelevant
+ETH,Berta,1959,observed,irrelevant
+ETH,Berta,1960,observed,irrelevant
+ETH,Berta,1961,observed,irrelevant
+ETH,Berta,1962,observed,irrelevant
+ETH,Berta,1963,observed,irrelevant
+ETH,Berta,1964,observed,irrelevant
+ETH,Berta,1965,observed,irrelevant
+ETH,Berta,1966,observed,irrelevant
+ETH,Berta,1967,observed,irrelevant
+ETH,Berta,1968,observed,irrelevant
+ETH,Berta,1969,observed,irrelevant
+ETH,Berta,1970,observed,irrelevant
+ETH,Berta,1971,observed,irrelevant
+ETH,Berta,1972,observed,irrelevant
+ETH,Berta,1973,observed,irrelevant
+ETH,Berta,1974,observed,irrelevant
+ETH,Berta,1975,observed,irrelevant
+ETH,Berta,1976,observed,irrelevant
+ETH,Berta,1977,observed,irrelevant
+ETH,Berta,1978,observed,irrelevant
+ETH,Berta,1979,observed,irrelevant
+ETH,Berta,1980,observed,irrelevant
+ETH,Berta,1981,observed,irrelevant
+ETH,Berta,1982,observed,irrelevant
+ETH,Berta,1983,observed,irrelevant
+ETH,Berta,1984,observed,irrelevant
+ETH,Berta,1985,observed,irrelevant
+ETH,Berta,1986,observed,irrelevant
+ETH,Berta,1987,observed,irrelevant
+ETH,Berta,1988,observed,irrelevant
+ETH,Berta,1989,observed,irrelevant
+ETH,Berta,1990,observed,irrelevant
+ETH,Berta,1991,observed,irrelevant
+ETH,Berta,1992,observed,irrelevant
+ETH,Berta,1993,observed,irrelevant
+ETH,Berta,1994,observed,irrelevant
+ETH,Berta,1995,observed,irrelevant
+ETH,Berta,1996,observed,excluded
+ETH,Berta,1997,observed,excluded
+ETH,Berta,1998,observed,excluded
+ETH,Berta,1999,observed,excluded
+ETH,Berta,2000,observed,excluded
+ETH,Berta,2001,observed,excluded
+ETH,Berta,2002,observed,excluded
+ETH,Berta,2003,observed,excluded
+ETH,Berta,2004,observed,excluded
+ETH,Berta,2005,observed,excluded
+ETH,Berta,2006,observed,excluded
+ETH,Berta,2007,observed,excluded
+ETH,Berta,2008,observed,excluded
+ETH,Berta,2009,observed,excluded
+ETH,Berta,2010,observed,excluded
+ETH,Berta,2011,observed,excluded
+ETH,Berta,2012,observed,excluded
+ETH,Berta,2013,observed,excluded
+ETH,Berta,2014,observed,excluded
+ETH,Berta,2015,observed,excluded
+ETH,Berta,2016,observed,excluded
+ETH,Berta,2017,observed,excluded
+ETH,Berta,2018,carry_forward,excluded
+ETH,Berta,2019,carry_forward,excluded
+ETH,Berta,2020,carry_forward,included
+ETH,Berta,2021,carry_forward,included
+ETH,Gamo,1946,observed,irrelevant
+ETH,Gamo,1947,observed,irrelevant
+ETH,Gamo,1948,observed,irrelevant
+ETH,Gamo,1949,observed,irrelevant
+ETH,Gamo,1950,observed,irrelevant
+ETH,Gamo,1951,observed,irrelevant
+ETH,Gamo,1952,observed,irrelevant
+ETH,Gamo,1953,observed,irrelevant
+ETH,Gamo,1954,observed,irrelevant
+ETH,Gamo,1955,observed,irrelevant
+ETH,Gamo,1956,observed,irrelevant
+ETH,Gamo,1957,observed,irrelevant
+ETH,Gamo,1958,observed,irrelevant
+ETH,Gamo,1959,observed,irrelevant
+ETH,Gamo,1960,observed,irrelevant
+ETH,Gamo,1961,observed,irrelevant
+ETH,Gamo,1962,observed,irrelevant
+ETH,Gamo,1963,observed,irrelevant
+ETH,Gamo,1964,observed,irrelevant
+ETH,Gamo,1965,observed,irrelevant
+ETH,Gamo,1966,observed,irrelevant
+ETH,Gamo,1967,observed,irrelevant
+ETH,Gamo,1968,observed,irrelevant
+ETH,Gamo,1969,observed,irrelevant
+ETH,Gamo,1970,observed,irrelevant
+ETH,Gamo,1971,observed,irrelevant
+ETH,Gamo,1972,observed,irrelevant
+ETH,Gamo,1973,observed,irrelevant
+ETH,Gamo,1974,observed,irrelevant
+ETH,Gamo,1975,observed,irrelevant
+ETH,Gamo,1976,observed,irrelevant
+ETH,Gamo,1977,observed,irrelevant
+ETH,Gamo,1978,observed,irrelevant
+ETH,Gamo,1979,observed,irrelevant
+ETH,Gamo,1980,observed,irrelevant
+ETH,Gamo,1981,observed,irrelevant
+ETH,Gamo,1982,observed,irrelevant
+ETH,Gamo,1983,observed,irrelevant
+ETH,Gamo,1984,observed,irrelevant
+ETH,Gamo,1985,observed,irrelevant
+ETH,Gamo,1986,observed,irrelevant
+ETH,Gamo,1987,observed,irrelevant
+ETH,Gamo,1988,observed,irrelevant
+ETH,Gamo,1989,observed,irrelevant
+ETH,Gamo,1990,observed,irrelevant
+ETH,Gamo,1991,observed,irrelevant
+ETH,Gamo,1992,observed,irrelevant
+ETH,Gamo,1993,observed,irrelevant
+ETH,Gamo,1994,observed,irrelevant
+ETH,Gamo,1995,observed,irrelevant
+ETH,Gamo,1996,observed,excluded
+ETH,Gamo,1997,observed,excluded
+ETH,Gamo,1998,observed,excluded
+ETH,Gamo,1999,observed,excluded
+ETH,Gamo,2000,observed,excluded
+ETH,Gamo,2001,observed,excluded
+ETH,Gamo,2002,observed,excluded
+ETH,Gamo,2003,observed,excluded
+ETH,Gamo,2004,observed,excluded
+ETH,Gamo,2005,observed,excluded
+ETH,Gamo,2006,observed,excluded
+ETH,Gamo,2007,observed,excluded
+ETH,Gamo,2008,observed,excluded
+ETH,Gamo,2009,observed,excluded
+ETH,Gamo,2010,observed,excluded
+ETH,Gamo,2011,observed,excluded
+ETH,Gamo,2012,observed,excluded
+ETH,Gamo,2013,observed,included
+ETH,Gamo,2014,observed,included
+ETH,Gamo,2015,observed,included
+ETH,Gamo,2016,observed,included
+ETH,Gamo,2017,observed,included
+ETH,Gamo,2018,carry_forward,included
+ETH,Gamo,2019,carry_forward,included
+ETH,Gamo,2020,carry_forward,included
+ETH,Gamo,2021,carry_forward,included
+ETH,Gumuz,1946,observed,irrelevant
+ETH,Gumuz,1947,observed,irrelevant
+ETH,Gumuz,1948,observed,irrelevant
+ETH,Gumuz,1949,observed,irrelevant
+ETH,Gumuz,1950,observed,irrelevant
+ETH,Gumuz,1951,observed,irrelevant
+ETH,Gumuz,1952,observed,irrelevant
+ETH,Gumuz,1953,observed,irrelevant
+ETH,Gumuz,1954,observed,irrelevant
+ETH,Gumuz,1955,observed,irrelevant
+ETH,Gumuz,1956,observed,irrelevant
+ETH,Gumuz,1957,observed,irrelevant
+ETH,Gumuz,1958,observed,irrelevant
+ETH,Gumuz,1959,observed,irrelevant
+ETH,Gumuz,1960,observed,irrelevant
+ETH,Gumuz,1961,observed,irrelevant
+ETH,Gumuz,1962,observed,irrelevant
+ETH,Gumuz,1963,observed,irrelevant
+ETH,Gumuz,1964,observed,irrelevant
+ETH,Gumuz,1965,observed,irrelevant
+ETH,Gumuz,1966,observed,irrelevant
+ETH,Gumuz,1967,observed,irrelevant
+ETH,Gumuz,1968,observed,irrelevant
+ETH,Gumuz,1969,observed,irrelevant
+ETH,Gumuz,1970,observed,irrelevant
+ETH,Gumuz,1971,observed,irrelevant
+ETH,Gumuz,1972,observed,irrelevant
+ETH,Gumuz,1973,observed,irrelevant
+ETH,Gumuz,1974,observed,irrelevant
+ETH,Gumuz,1975,observed,irrelevant
+ETH,Gumuz,1976,observed,irrelevant
+ETH,Gumuz,1977,observed,irrelevant
+ETH,Gumuz,1978,observed,irrelevant
+ETH,Gumuz,1979,observed,irrelevant
+ETH,Gumuz,1980,observed,irrelevant
+ETH,Gumuz,1981,observed,irrelevant
+ETH,Gumuz,1982,observed,irrelevant
+ETH,Gumuz,1983,observed,irrelevant
+ETH,Gumuz,1984,observed,irrelevant
+ETH,Gumuz,1985,observed,irrelevant
+ETH,Gumuz,1986,observed,irrelevant
+ETH,Gumuz,1987,observed,irrelevant
+ETH,Gumuz,1988,observed,irrelevant
+ETH,Gumuz,1989,observed,irrelevant
+ETH,Gumuz,1990,observed,irrelevant
+ETH,Gumuz,1991,observed,irrelevant
+ETH,Gumuz,1992,observed,irrelevant
+ETH,Gumuz,1993,observed,irrelevant
+ETH,Gumuz,1994,observed,irrelevant
+ETH,Gumuz,1995,observed,irrelevant
+ETH,Gumuz,1996,observed,excluded
+ETH,Gumuz,1997,observed,excluded
+ETH,Gumuz,1998,observed,excluded
+ETH,Gumuz,1999,observed,excluded
+ETH,Gumuz,2000,observed,excluded
+ETH,Gumuz,2001,observed,excluded
+ETH,Gumuz,2002,observed,excluded
+ETH,Gumuz,2003,observed,excluded
+ETH,Gumuz,2004,observed,excluded
+ETH,Gumuz,2005,observed,excluded
+ETH,Gumuz,2006,observed,excluded
+ETH,Gumuz,2007,observed,excluded
+ETH,Gumuz,2008,observed,excluded
+ETH,Gumuz,2009,observed,excluded
+ETH,Gumuz,2010,observed,excluded
+ETH,Gumuz,2011,observed,excluded
+ETH,Gumuz,2012,observed,excluded
+ETH,Gumuz,2013,observed,excluded
+ETH,Gumuz,2014,observed,excluded
+ETH,Gumuz,2015,observed,excluded
+ETH,Gumuz,2016,observed,excluded
+ETH,Gumuz,2017,observed,excluded
+ETH,Gumuz,2018,carry_forward,excluded
+ETH,Gumuz,2019,carry_forward,excluded
+ETH,Gumuz,2020,carry_forward,included
+ETH,Gumuz,2021,carry_forward,included
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1946,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1947,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1948,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1949,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1950,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1951,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1952,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1953,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1954,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1955,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1956,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1957,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1958,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1959,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1960,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1961,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1962,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1963,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1964,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1965,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1966,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1967,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1968,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1969,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1970,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1971,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1972,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1973,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1974,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1975,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1976,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1977,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1978,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1979,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1980,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1981,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1982,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1983,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1984,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1985,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1986,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1987,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1988,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1989,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1990,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1991,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1992,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1993,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1994,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1995,observed,irrelevant
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1996,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1997,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1998,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",1999,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2000,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2001,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2002,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2003,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2004,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2005,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2006,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2007,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2008,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2009,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2010,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2011,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2012,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2013,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2014,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2015,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2016,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2017,observed,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2018,carry_forward,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2019,carry_forward,excluded
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2020,carry_forward,included
+ETH,"Gumuz / Ganza, Ganzo, Bega, Baga, Shankila, Say, Sese",2021,carry_forward,included
+ETH,Guragie,1946,observed,irrelevant
+ETH,Guragie,1947,observed,irrelevant
+ETH,Guragie,1948,observed,irrelevant
+ETH,Guragie,1949,observed,irrelevant
+ETH,Guragie,1950,observed,irrelevant
+ETH,Guragie,1951,observed,irrelevant
+ETH,Guragie,1952,observed,irrelevant
+ETH,Guragie,1953,observed,irrelevant
+ETH,Guragie,1954,observed,irrelevant
+ETH,Guragie,1955,observed,irrelevant
+ETH,Guragie,1956,observed,irrelevant
+ETH,Guragie,1957,observed,irrelevant
+ETH,Guragie,1958,observed,irrelevant
+ETH,Guragie,1959,observed,irrelevant
+ETH,Guragie,1960,observed,irrelevant
+ETH,Guragie,1961,observed,irrelevant
+ETH,Guragie,1962,observed,irrelevant
+ETH,Guragie,1963,observed,irrelevant
+ETH,Guragie,1964,observed,irrelevant
+ETH,Guragie,1965,observed,irrelevant
+ETH,Guragie,1966,observed,irrelevant
+ETH,Guragie,1967,observed,irrelevant
+ETH,Guragie,1968,observed,irrelevant
+ETH,Guragie,1969,observed,irrelevant
+ETH,Guragie,1970,observed,irrelevant
+ETH,Guragie,1971,observed,irrelevant
+ETH,Guragie,1972,observed,irrelevant
+ETH,Guragie,1973,observed,irrelevant
+ETH,Guragie,1974,observed,irrelevant
+ETH,Guragie,1975,observed,irrelevant
+ETH,Guragie,1976,observed,irrelevant
+ETH,Guragie,1977,observed,irrelevant
+ETH,Guragie,1978,observed,irrelevant
+ETH,Guragie,1979,observed,irrelevant
+ETH,Guragie,1980,observed,irrelevant
+ETH,Guragie,1981,observed,irrelevant
+ETH,Guragie,1982,observed,irrelevant
+ETH,Guragie,1983,observed,irrelevant
+ETH,Guragie,1984,observed,irrelevant
+ETH,Guragie,1985,observed,irrelevant
+ETH,Guragie,1986,observed,irrelevant
+ETH,Guragie,1987,observed,irrelevant
+ETH,Guragie,1988,observed,irrelevant
+ETH,Guragie,1989,observed,irrelevant
+ETH,Guragie,1990,observed,irrelevant
+ETH,Guragie,1991,observed,irrelevant
+ETH,Guragie,1992,observed,irrelevant
+ETH,Guragie,1993,observed,irrelevant
+ETH,Guragie,1994,observed,irrelevant
+ETH,Guragie,1995,observed,irrelevant
+ETH,Guragie,1996,observed,excluded
+ETH,Guragie,1997,observed,excluded
+ETH,Guragie,1998,observed,excluded
+ETH,Guragie,1999,observed,excluded
+ETH,Guragie,2000,observed,excluded
+ETH,Guragie,2001,observed,excluded
+ETH,Guragie,2002,observed,excluded
+ETH,Guragie,2003,observed,excluded
+ETH,Guragie,2004,observed,excluded
+ETH,Guragie,2005,observed,excluded
+ETH,Guragie,2006,observed,excluded
+ETH,Guragie,2007,observed,excluded
+ETH,Guragie,2008,observed,excluded
+ETH,Guragie,2009,observed,excluded
+ETH,Guragie,2010,observed,excluded
+ETH,Guragie,2011,observed,excluded
+ETH,Guragie,2012,observed,excluded
+ETH,Guragie,2013,observed,excluded
+ETH,Guragie,2014,observed,excluded
+ETH,Guragie,2015,observed,excluded
+ETH,Guragie,2016,observed,excluded
+ETH,Guragie,2017,observed,excluded
+ETH,Guragie,2018,carry_forward,excluded
+ETH,Guragie,2019,carry_forward,excluded
+ETH,Guragie,2020,carry_forward,included
+ETH,Guragie,2021,carry_forward,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1946,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1947,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1948,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1949,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1950,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1951,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1952,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1953,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1954,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1955,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1956,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1957,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1958,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1959,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1960,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1961,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1962,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1963,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1964,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1965,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1966,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1967,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1968,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1969,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1970,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1971,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1972,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1973,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1974,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1975,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1976,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1977,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1978,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1979,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1980,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1981,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1982,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1983,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1984,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1985,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1986,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1987,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1988,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1989,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1990,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1991,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1992,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1993,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1994,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1995,observed,irrelevant
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1996,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1997,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1998,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",1999,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2000,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2001,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2002,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2003,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2004,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2005,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2006,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2007,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2008,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2009,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2010,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2011,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2012,observed,excluded
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2013,observed,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2014,observed,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2015,observed,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2016,observed,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2017,observed,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2018,carry_forward,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2019,carry_forward,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2020,carry_forward,included
+ETH,"Gurarie / Cheha, Ener, Enemor, Ezaya, Gumer, Gura, Megareb,",2021,carry_forward,included
+ETH,Hadiya,1946,observed,irrelevant
+ETH,Hadiya,1947,observed,irrelevant
+ETH,Hadiya,1948,observed,irrelevant
+ETH,Hadiya,1949,observed,irrelevant
+ETH,Hadiya,1950,observed,irrelevant
+ETH,Hadiya,1951,observed,irrelevant
+ETH,Hadiya,1952,observed,irrelevant
+ETH,Hadiya,1953,observed,irrelevant
+ETH,Hadiya,1954,observed,irrelevant
+ETH,Hadiya,1955,observed,irrelevant
+ETH,Hadiya,1956,observed,irrelevant
+ETH,Hadiya,1957,observed,irrelevant
+ETH,Hadiya,1958,observed,irrelevant
+ETH,Hadiya,1959,observed,irrelevant
+ETH,Hadiya,1960,observed,irrelevant
+ETH,Hadiya,1961,observed,irrelevant
+ETH,Hadiya,1962,observed,irrelevant
+ETH,Hadiya,1963,observed,irrelevant
+ETH,Hadiya,1964,observed,irrelevant
+ETH,Hadiya,1965,observed,irrelevant
+ETH,Hadiya,1966,observed,irrelevant
+ETH,Hadiya,1967,observed,irrelevant
+ETH,Hadiya,1968,observed,irrelevant
+ETH,Hadiya,1969,observed,irrelevant
+ETH,Hadiya,1970,observed,irrelevant
+ETH,Hadiya,1971,observed,irrelevant
+ETH,Hadiya,1972,observed,irrelevant
+ETH,Hadiya,1973,observed,irrelevant
+ETH,Hadiya,1974,observed,irrelevant
+ETH,Hadiya,1975,observed,irrelevant
+ETH,Hadiya,1976,observed,irrelevant
+ETH,Hadiya,1977,observed,irrelevant
+ETH,Hadiya,1978,observed,irrelevant
+ETH,Hadiya,1979,observed,irrelevant
+ETH,Hadiya,1980,observed,irrelevant
+ETH,Hadiya,1981,observed,irrelevant
+ETH,Hadiya,1982,observed,irrelevant
+ETH,Hadiya,1983,observed,irrelevant
+ETH,Hadiya,1984,observed,irrelevant
+ETH,Hadiya,1985,observed,irrelevant
+ETH,Hadiya,1986,observed,irrelevant
+ETH,Hadiya,1987,observed,irrelevant
+ETH,Hadiya,1988,observed,irrelevant
+ETH,Hadiya,1989,observed,irrelevant
+ETH,Hadiya,1990,observed,irrelevant
+ETH,Hadiya,1991,observed,irrelevant
+ETH,Hadiya,1992,observed,irrelevant
+ETH,Hadiya,1993,observed,irrelevant
+ETH,Hadiya,1994,observed,irrelevant
+ETH,Hadiya,1995,observed,irrelevant
+ETH,Hadiya,1996,observed,excluded
+ETH,Hadiya,1997,observed,excluded
+ETH,Hadiya,1998,observed,excluded
+ETH,Hadiya,1999,observed,excluded
+ETH,Hadiya,2000,observed,excluded
+ETH,Hadiya,2001,observed,excluded
+ETH,Hadiya,2002,observed,excluded
+ETH,Hadiya,2003,observed,excluded
+ETH,Hadiya,2004,observed,excluded
+ETH,Hadiya,2005,observed,excluded
+ETH,Hadiya,2006,observed,excluded
+ETH,Hadiya,2007,observed,excluded
+ETH,Hadiya,2008,observed,excluded
+ETH,Hadiya,2009,observed,excluded
+ETH,Hadiya,2010,observed,excluded
+ETH,Hadiya,2011,observed,excluded
+ETH,Hadiya,2012,observed,excluded
+ETH,Hadiya,2013,observed,included
+ETH,Hadiya,2014,observed,included
+ETH,Hadiya,2015,observed,included
+ETH,Hadiya,2016,observed,included
+ETH,Hadiya,2017,observed,included
+ETH,Hadiya,2018,carry_forward,included
+ETH,Hadiya,2019,carry_forward,included
+ETH,Hadiya,2020,carry_forward,included
+ETH,Hadiya,2021,carry_forward,included
+ETH,Harerri / Adere,1946,observed,irrelevant
+ETH,Harerri / Adere,1947,observed,irrelevant
+ETH,Harerri / Adere,1948,observed,irrelevant
+ETH,Harerri / Adere,1949,observed,irrelevant
+ETH,Harerri / Adere,1950,observed,irrelevant
+ETH,Harerri / Adere,1951,observed,irrelevant
+ETH,Harerri / Adere,1952,observed,irrelevant
+ETH,Harerri / Adere,1953,observed,irrelevant
+ETH,Harerri / Adere,1954,observed,irrelevant
+ETH,Harerri / Adere,1955,observed,irrelevant
+ETH,Harerri / Adere,1956,observed,irrelevant
+ETH,Harerri / Adere,1957,observed,irrelevant
+ETH,Harerri / Adere,1958,observed,irrelevant
+ETH,Harerri / Adere,1959,observed,irrelevant
+ETH,Harerri / Adere,1960,observed,irrelevant
+ETH,Harerri / Adere,1961,observed,irrelevant
+ETH,Harerri / Adere,1962,observed,irrelevant
+ETH,Harerri / Adere,1963,observed,irrelevant
+ETH,Harerri / Adere,1964,observed,irrelevant
+ETH,Harerri / Adere,1965,observed,irrelevant
+ETH,Harerri / Adere,1966,observed,irrelevant
+ETH,Harerri / Adere,1967,observed,irrelevant
+ETH,Harerri / Adere,1968,observed,irrelevant
+ETH,Harerri / Adere,1969,observed,irrelevant
+ETH,Harerri / Adere,1970,observed,irrelevant
+ETH,Harerri / Adere,1971,observed,irrelevant
+ETH,Harerri / Adere,1972,observed,irrelevant
+ETH,Harerri / Adere,1973,observed,irrelevant
+ETH,Harerri / Adere,1974,observed,irrelevant
+ETH,Harerri / Adere,1975,observed,irrelevant
+ETH,Harerri / Adere,1976,observed,irrelevant
+ETH,Harerri / Adere,1977,observed,irrelevant
+ETH,Harerri / Adere,1978,observed,irrelevant
+ETH,Harerri / Adere,1979,observed,irrelevant
+ETH,Harerri / Adere,1980,observed,irrelevant
+ETH,Harerri / Adere,1981,observed,irrelevant
+ETH,Harerri / Adere,1982,observed,irrelevant
+ETH,Harerri / Adere,1983,observed,irrelevant
+ETH,Harerri / Adere,1984,observed,irrelevant
+ETH,Harerri / Adere,1985,observed,irrelevant
+ETH,Harerri / Adere,1986,observed,irrelevant
+ETH,Harerri / Adere,1987,observed,irrelevant
+ETH,Harerri / Adere,1988,observed,irrelevant
+ETH,Harerri / Adere,1989,observed,irrelevant
+ETH,Harerri / Adere,1990,observed,irrelevant
+ETH,Harerri / Adere,1991,observed,irrelevant
+ETH,Harerri / Adere,1992,observed,irrelevant
+ETH,Harerri / Adere,1993,observed,irrelevant
+ETH,Harerri / Adere,1994,observed,irrelevant
+ETH,Harerri / Adere,1995,observed,irrelevant
+ETH,Harerri / Adere,1996,observed,excluded
+ETH,Harerri / Adere,1997,observed,excluded
+ETH,Harerri / Adere,1998,observed,excluded
+ETH,Harerri / Adere,1999,observed,excluded
+ETH,Harerri / Adere,2000,observed,excluded
+ETH,Harerri / Adere,2001,observed,excluded
+ETH,Harerri / Adere,2002,observed,excluded
+ETH,Harerri / Adere,2003,observed,excluded
+ETH,Harerri / Adere,2004,observed,excluded
+ETH,Harerri / Adere,2005,observed,excluded
+ETH,Harerri / Adere,2006,observed,excluded
+ETH,Harerri / Adere,2007,observed,excluded
+ETH,Harerri / Adere,2008,observed,excluded
+ETH,Harerri / Adere,2009,observed,excluded
+ETH,Harerri / Adere,2010,observed,excluded
+ETH,Harerri / Adere,2011,observed,excluded
+ETH,Harerri / Adere,2012,observed,excluded
+ETH,Harerri / Adere,2013,observed,excluded
+ETH,Harerri / Adere,2014,observed,excluded
+ETH,Harerri / Adere,2015,observed,excluded
+ETH,Harerri / Adere,2016,observed,excluded
+ETH,Harerri / Adere,2017,observed,excluded
+ETH,Harerri / Adere,2018,carry_forward,excluded
+ETH,Harerri / Adere,2019,carry_forward,excluded
+ETH,Harerri / Adere,2020,carry_forward,included
+ETH,Harerri / Adere,2021,carry_forward,included
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1946,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1947,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1948,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1949,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1950,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1951,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1952,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1953,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1954,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1955,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1956,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1957,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1958,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1959,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1960,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1961,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1962,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1963,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1964,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1965,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1966,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1967,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1968,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1969,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1970,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1971,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1972,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1973,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1974,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1975,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1976,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1977,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1978,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1979,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1980,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1981,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1982,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1983,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1984,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1985,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1986,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1987,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1988,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1989,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1990,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1991,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1992,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1993,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1994,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1995,observed,irrelevant
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1996,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1997,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1998,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",1999,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2000,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2001,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2002,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2003,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2004,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2005,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2006,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2007,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2008,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2009,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2010,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2011,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2012,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2013,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2014,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2015,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2016,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2017,observed,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2018,carry_forward,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2019,carry_forward,excluded
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2020,carry_forward,included
+ETH,"Jebelawi / Berta, Benshangul, Wutawut, Shogo, Undu, Meyu, Ge",2021,carry_forward,included
+ETH,Keffa / Kefficho,1946,observed,irrelevant
+ETH,Keffa / Kefficho,1947,observed,irrelevant
+ETH,Keffa / Kefficho,1948,observed,irrelevant
+ETH,Keffa / Kefficho,1949,observed,irrelevant
+ETH,Keffa / Kefficho,1950,observed,irrelevant
+ETH,Keffa / Kefficho,1951,observed,irrelevant
+ETH,Keffa / Kefficho,1952,observed,irrelevant
+ETH,Keffa / Kefficho,1953,observed,irrelevant
+ETH,Keffa / Kefficho,1954,observed,irrelevant
+ETH,Keffa / Kefficho,1955,observed,irrelevant
+ETH,Keffa / Kefficho,1956,observed,irrelevant
+ETH,Keffa / Kefficho,1957,observed,irrelevant
+ETH,Keffa / Kefficho,1958,observed,irrelevant
+ETH,Keffa / Kefficho,1959,observed,irrelevant
+ETH,Keffa / Kefficho,1960,observed,irrelevant
+ETH,Keffa / Kefficho,1961,observed,irrelevant
+ETH,Keffa / Kefficho,1962,observed,irrelevant
+ETH,Keffa / Kefficho,1963,observed,irrelevant
+ETH,Keffa / Kefficho,1964,observed,irrelevant
+ETH,Keffa / Kefficho,1965,observed,irrelevant
+ETH,Keffa / Kefficho,1966,observed,irrelevant
+ETH,Keffa / Kefficho,1967,observed,irrelevant
+ETH,Keffa / Kefficho,1968,observed,irrelevant
+ETH,Keffa / Kefficho,1969,observed,irrelevant
+ETH,Keffa / Kefficho,1970,observed,irrelevant
+ETH,Keffa / Kefficho,1971,observed,irrelevant
+ETH,Keffa / Kefficho,1972,observed,irrelevant
+ETH,Keffa / Kefficho,1973,observed,irrelevant
+ETH,Keffa / Kefficho,1974,observed,irrelevant
+ETH,Keffa / Kefficho,1975,observed,irrelevant
+ETH,Keffa / Kefficho,1976,observed,irrelevant
+ETH,Keffa / Kefficho,1977,observed,irrelevant
+ETH,Keffa / Kefficho,1978,observed,irrelevant
+ETH,Keffa / Kefficho,1979,observed,irrelevant
+ETH,Keffa / Kefficho,1980,observed,irrelevant
+ETH,Keffa / Kefficho,1981,observed,irrelevant
+ETH,Keffa / Kefficho,1982,observed,irrelevant
+ETH,Keffa / Kefficho,1983,observed,irrelevant
+ETH,Keffa / Kefficho,1984,observed,irrelevant
+ETH,Keffa / Kefficho,1985,observed,irrelevant
+ETH,Keffa / Kefficho,1986,observed,irrelevant
+ETH,Keffa / Kefficho,1987,observed,irrelevant
+ETH,Keffa / Kefficho,1988,observed,irrelevant
+ETH,Keffa / Kefficho,1989,observed,irrelevant
+ETH,Keffa / Kefficho,1990,observed,irrelevant
+ETH,Keffa / Kefficho,1991,observed,irrelevant
+ETH,Keffa / Kefficho,1992,observed,irrelevant
+ETH,Keffa / Kefficho,1993,observed,irrelevant
+ETH,Keffa / Kefficho,1994,observed,irrelevant
+ETH,Keffa / Kefficho,1995,observed,irrelevant
+ETH,Keffa / Kefficho,1996,observed,excluded
+ETH,Keffa / Kefficho,1997,observed,excluded
+ETH,Keffa / Kefficho,1998,observed,excluded
+ETH,Keffa / Kefficho,1999,observed,excluded
+ETH,Keffa / Kefficho,2000,observed,excluded
+ETH,Keffa / Kefficho,2001,observed,excluded
+ETH,Keffa / Kefficho,2002,observed,excluded
+ETH,Keffa / Kefficho,2003,observed,excluded
+ETH,Keffa / Kefficho,2004,observed,excluded
+ETH,Keffa / Kefficho,2005,observed,excluded
+ETH,Keffa / Kefficho,2006,observed,excluded
+ETH,Keffa / Kefficho,2007,observed,excluded
+ETH,Keffa / Kefficho,2008,observed,excluded
+ETH,Keffa / Kefficho,2009,observed,excluded
+ETH,Keffa / Kefficho,2010,observed,excluded
+ETH,Keffa / Kefficho,2011,observed,excluded
+ETH,Keffa / Kefficho,2012,observed,excluded
+ETH,Keffa / Kefficho,2013,observed,included
+ETH,Keffa / Kefficho,2014,observed,included
+ETH,Keffa / Kefficho,2015,observed,included
+ETH,Keffa / Kefficho,2016,observed,included
+ETH,Keffa / Kefficho,2017,observed,included
+ETH,Keffa / Kefficho,2018,carry_forward,included
+ETH,Keffa / Kefficho,2019,carry_forward,included
+ETH,Keffa / Kefficho,2020,carry_forward,included
+ETH,Keffa / Kefficho,2021,carry_forward,included
+ETH,Kefficho,1946,observed,irrelevant
+ETH,Kefficho,1947,observed,irrelevant
+ETH,Kefficho,1948,observed,irrelevant
+ETH,Kefficho,1949,observed,irrelevant
+ETH,Kefficho,1950,observed,irrelevant
+ETH,Kefficho,1951,observed,irrelevant
+ETH,Kefficho,1952,observed,irrelevant
+ETH,Kefficho,1953,observed,irrelevant
+ETH,Kefficho,1954,observed,irrelevant
+ETH,Kefficho,1955,observed,irrelevant
+ETH,Kefficho,1956,observed,irrelevant
+ETH,Kefficho,1957,observed,irrelevant
+ETH,Kefficho,1958,observed,irrelevant
+ETH,Kefficho,1959,observed,irrelevant
+ETH,Kefficho,1960,observed,irrelevant
+ETH,Kefficho,1961,observed,irrelevant
+ETH,Kefficho,1962,observed,irrelevant
+ETH,Kefficho,1963,observed,irrelevant
+ETH,Kefficho,1964,observed,irrelevant
+ETH,Kefficho,1965,observed,irrelevant
+ETH,Kefficho,1966,observed,irrelevant
+ETH,Kefficho,1967,observed,irrelevant
+ETH,Kefficho,1968,observed,irrelevant
+ETH,Kefficho,1969,observed,irrelevant
+ETH,Kefficho,1970,observed,irrelevant
+ETH,Kefficho,1971,observed,irrelevant
+ETH,Kefficho,1972,observed,irrelevant
+ETH,Kefficho,1973,observed,irrelevant
+ETH,Kefficho,1974,observed,irrelevant
+ETH,Kefficho,1975,observed,irrelevant
+ETH,Kefficho,1976,observed,irrelevant
+ETH,Kefficho,1977,observed,irrelevant
+ETH,Kefficho,1978,observed,irrelevant
+ETH,Kefficho,1979,observed,irrelevant
+ETH,Kefficho,1980,observed,irrelevant
+ETH,Kefficho,1981,observed,irrelevant
+ETH,Kefficho,1982,observed,irrelevant
+ETH,Kefficho,1983,observed,irrelevant
+ETH,Kefficho,1984,observed,irrelevant
+ETH,Kefficho,1985,observed,irrelevant
+ETH,Kefficho,1986,observed,irrelevant
+ETH,Kefficho,1987,observed,irrelevant
+ETH,Kefficho,1988,observed,irrelevant
+ETH,Kefficho,1989,observed,irrelevant
+ETH,Kefficho,1990,observed,irrelevant
+ETH,Kefficho,1991,observed,irrelevant
+ETH,Kefficho,1992,observed,irrelevant
+ETH,Kefficho,1993,observed,irrelevant
+ETH,Kefficho,1994,observed,irrelevant
+ETH,Kefficho,1995,observed,irrelevant
+ETH,Kefficho,1996,observed,excluded
+ETH,Kefficho,1997,observed,excluded
+ETH,Kefficho,1998,observed,excluded
+ETH,Kefficho,1999,observed,excluded
+ETH,Kefficho,2000,observed,excluded
+ETH,Kefficho,2001,observed,excluded
+ETH,Kefficho,2002,observed,excluded
+ETH,Kefficho,2003,observed,excluded
+ETH,Kefficho,2004,observed,excluded
+ETH,Kefficho,2005,observed,excluded
+ETH,Kefficho,2006,observed,excluded
+ETH,Kefficho,2007,observed,excluded
+ETH,Kefficho,2008,observed,excluded
+ETH,Kefficho,2009,observed,excluded
+ETH,Kefficho,2010,observed,excluded
+ETH,Kefficho,2011,observed,excluded
+ETH,Kefficho,2012,observed,excluded
+ETH,Kefficho,2013,observed,included
+ETH,Kefficho,2014,observed,included
+ETH,Kefficho,2015,observed,included
+ETH,Kefficho,2016,observed,included
+ETH,Kefficho,2017,observed,included
+ETH,Kefficho,2018,carry_forward,included
+ETH,Kefficho,2019,carry_forward,included
+ETH,Kefficho,2020,carry_forward,included
+ETH,Kefficho,2021,carry_forward,included
+ETH,Kembata,1946,observed,irrelevant
+ETH,Kembata,1947,observed,irrelevant
+ETH,Kembata,1948,observed,irrelevant
+ETH,Kembata,1949,observed,irrelevant
+ETH,Kembata,1950,observed,irrelevant
+ETH,Kembata,1951,observed,irrelevant
+ETH,Kembata,1952,observed,irrelevant
+ETH,Kembata,1953,observed,irrelevant
+ETH,Kembata,1954,observed,irrelevant
+ETH,Kembata,1955,observed,irrelevant
+ETH,Kembata,1956,observed,irrelevant
+ETH,Kembata,1957,observed,irrelevant
+ETH,Kembata,1958,observed,irrelevant
+ETH,Kembata,1959,observed,irrelevant
+ETH,Kembata,1960,observed,irrelevant
+ETH,Kembata,1961,observed,irrelevant
+ETH,Kembata,1962,observed,irrelevant
+ETH,Kembata,1963,observed,irrelevant
+ETH,Kembata,1964,observed,irrelevant
+ETH,Kembata,1965,observed,irrelevant
+ETH,Kembata,1966,observed,irrelevant
+ETH,Kembata,1967,observed,irrelevant
+ETH,Kembata,1968,observed,irrelevant
+ETH,Kembata,1969,observed,irrelevant
+ETH,Kembata,1970,observed,irrelevant
+ETH,Kembata,1971,observed,irrelevant
+ETH,Kembata,1972,observed,irrelevant
+ETH,Kembata,1973,observed,irrelevant
+ETH,Kembata,1974,observed,irrelevant
+ETH,Kembata,1975,observed,irrelevant
+ETH,Kembata,1976,observed,irrelevant
+ETH,Kembata,1977,observed,irrelevant
+ETH,Kembata,1978,observed,irrelevant
+ETH,Kembata,1979,observed,irrelevant
+ETH,Kembata,1980,observed,irrelevant
+ETH,Kembata,1981,observed,irrelevant
+ETH,Kembata,1982,observed,irrelevant
+ETH,Kembata,1983,observed,irrelevant
+ETH,Kembata,1984,observed,irrelevant
+ETH,Kembata,1985,observed,irrelevant
+ETH,Kembata,1986,observed,irrelevant
+ETH,Kembata,1987,observed,irrelevant
+ETH,Kembata,1988,observed,irrelevant
+ETH,Kembata,1989,observed,irrelevant
+ETH,Kembata,1990,observed,irrelevant
+ETH,Kembata,1991,observed,irrelevant
+ETH,Kembata,1992,observed,irrelevant
+ETH,Kembata,1993,observed,irrelevant
+ETH,Kembata,1994,observed,irrelevant
+ETH,Kembata,1995,observed,irrelevant
+ETH,Kembata,1996,observed,excluded
+ETH,Kembata,1997,observed,excluded
+ETH,Kembata,1998,observed,excluded
+ETH,Kembata,1999,observed,excluded
+ETH,Kembata,2000,observed,excluded
+ETH,Kembata,2001,observed,excluded
+ETH,Kembata,2002,observed,excluded
+ETH,Kembata,2003,observed,excluded
+ETH,Kembata,2004,observed,excluded
+ETH,Kembata,2005,observed,excluded
+ETH,Kembata,2006,observed,excluded
+ETH,Kembata,2007,observed,excluded
+ETH,Kembata,2008,observed,excluded
+ETH,Kembata,2009,observed,excluded
+ETH,Kembata,2010,observed,excluded
+ETH,Kembata,2011,observed,excluded
+ETH,Kembata,2012,observed,excluded
+ETH,Kembata,2013,observed,included
+ETH,Kembata,2014,observed,included
+ETH,Kembata,2015,observed,included
+ETH,Kembata,2016,observed,included
+ETH,Kembata,2017,observed,included
+ETH,Kembata,2018,carry_forward,included
+ETH,Kembata,2019,carry_forward,included
+ETH,Kembata,2020,carry_forward,included
+ETH,Kembata,2021,carry_forward,included
+ETH,"Kulo / Omete, Domete, Dawuro",1946,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1947,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1948,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1949,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1950,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1951,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1952,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1953,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1954,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1955,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1956,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1957,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1958,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1959,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1960,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1961,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1962,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1963,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1964,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1965,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1966,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1967,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1968,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1969,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1970,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1971,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1972,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1973,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1974,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1975,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1976,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1977,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1978,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1979,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1980,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1981,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1982,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1983,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1984,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1985,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1986,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1987,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1988,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1989,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1990,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1991,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1992,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1993,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1994,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1995,observed,irrelevant
+ETH,"Kulo / Omete, Domete, Dawuro",1996,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",1997,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",1998,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",1999,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2000,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2001,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2002,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2003,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2004,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2005,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2006,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2007,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2008,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2009,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2010,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2011,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2012,observed,excluded
+ETH,"Kulo / Omete, Domete, Dawuro",2013,observed,included
+ETH,"Kulo / Omete, Domete, Dawuro",2014,observed,included
+ETH,"Kulo / Omete, Domete, Dawuro",2015,observed,included
+ETH,"Kulo / Omete, Domete, Dawuro",2016,observed,included
+ETH,"Kulo / Omete, Domete, Dawuro",2017,observed,included
+ETH,"Kulo / Omete, Domete, Dawuro",2018,carry_forward,included
+ETH,"Kulo / Omete, Domete, Dawuro",2019,carry_forward,included
+ETH,"Kulo / Omete, Domete, Dawuro",2020,carry_forward,included
+ETH,"Kulo / Omete, Domete, Dawuro",2021,carry_forward,included
+ETH,Oromo,1946,observed,excluded
+ETH,Oromo,1947,observed,excluded
+ETH,Oromo,1948,observed,excluded
+ETH,Oromo,1949,observed,excluded
+ETH,Oromo,1950,observed,excluded
+ETH,Oromo,1951,observed,excluded
+ETH,Oromo,1952,observed,excluded
+ETH,Oromo,1953,observed,excluded
+ETH,Oromo,1954,observed,excluded
+ETH,Oromo,1955,observed,excluded
+ETH,Oromo,1956,observed,excluded
+ETH,Oromo,1957,observed,excluded
+ETH,Oromo,1958,observed,excluded
+ETH,Oromo,1959,observed,excluded
+ETH,Oromo,1960,observed,excluded
+ETH,Oromo,1961,observed,excluded
+ETH,Oromo,1962,observed,excluded
+ETH,Oromo,1963,observed,excluded
+ETH,Oromo,1964,observed,excluded
+ETH,Oromo,1965,observed,excluded
+ETH,Oromo,1966,observed,excluded
+ETH,Oromo,1967,observed,excluded
+ETH,Oromo,1968,observed,excluded
+ETH,Oromo,1969,observed,excluded
+ETH,Oromo,1970,observed,excluded
+ETH,Oromo,1971,observed,excluded
+ETH,Oromo,1972,observed,excluded
+ETH,Oromo,1973,observed,excluded
+ETH,Oromo,1974,observed,excluded
+ETH,Oromo,1975,observed,excluded
+ETH,Oromo,1976,observed,excluded
+ETH,Oromo,1977,observed,excluded
+ETH,Oromo,1978,observed,excluded
+ETH,Oromo,1979,observed,excluded
+ETH,Oromo,1980,observed,excluded
+ETH,Oromo,1981,observed,excluded
+ETH,Oromo,1982,observed,excluded
+ETH,Oromo,1983,observed,excluded
+ETH,Oromo,1984,observed,excluded
+ETH,Oromo,1985,observed,excluded
+ETH,Oromo,1986,observed,excluded
+ETH,Oromo,1987,observed,excluded
+ETH,Oromo,1988,observed,excluded
+ETH,Oromo,1989,observed,excluded
+ETH,Oromo,1990,observed,excluded
+ETH,Oromo,1991,observed,excluded
+ETH,Oromo,1992,observed,included
+ETH,Oromo,1993,observed,included
+ETH,Oromo,1994,observed,included
+ETH,Oromo,1995,observed,included
+ETH,Oromo,1996,observed,included
+ETH,Oromo,1997,observed,included
+ETH,Oromo,1998,observed,included
+ETH,Oromo,1999,observed,included
+ETH,Oromo,2000,observed,included
+ETH,Oromo,2001,observed,included
+ETH,Oromo,2002,observed,included
+ETH,Oromo,2003,observed,included
+ETH,Oromo,2004,observed,included
+ETH,Oromo,2005,observed,included
+ETH,Oromo,2006,observed,included
+ETH,Oromo,2007,observed,included
+ETH,Oromo,2008,observed,included
+ETH,Oromo,2009,observed,included
+ETH,Oromo,2010,observed,included
+ETH,Oromo,2011,observed,included
+ETH,Oromo,2012,observed,included
+ETH,Oromo,2013,observed,included
+ETH,Oromo,2014,observed,included
+ETH,Oromo,2015,observed,included
+ETH,Oromo,2016,observed,included
+ETH,Oromo,2017,observed,included
+ETH,Oromo,2018,carry_forward,included
+ETH,Oromo,2019,carry_forward,included
+ETH,Oromo,2020,carry_forward,included
+ETH,Oromo,2021,carry_forward,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1946,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1947,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1948,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1949,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1950,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1951,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1952,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1953,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1954,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1955,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1956,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1957,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1958,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1959,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1960,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1961,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1962,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1963,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1964,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1965,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1966,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1967,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1968,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1969,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1970,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1971,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1972,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1973,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1974,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1975,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1976,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1977,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1978,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1979,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1980,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1981,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1982,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1983,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1984,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1985,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1986,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1987,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1988,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1989,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1990,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1991,observed,excluded
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1992,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1993,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1994,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1995,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1996,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1997,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1998,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",1999,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2000,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2001,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2002,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2003,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2004,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2005,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2006,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2007,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2008,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2009,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2010,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2011,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2012,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2013,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2014,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2015,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2016,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2017,observed,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2018,carry_forward,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2019,carry_forward,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2020,carry_forward,included
+ETH,"Oromo / Guji, Borena, Tulema, Kereyu, Gelan, Lika, Weredube,",2021,carry_forward,included
+ETH,Sidama,1946,observed,irrelevant
+ETH,Sidama,1947,observed,irrelevant
+ETH,Sidama,1948,observed,irrelevant
+ETH,Sidama,1949,observed,irrelevant
+ETH,Sidama,1950,observed,irrelevant
+ETH,Sidama,1951,observed,irrelevant
+ETH,Sidama,1952,observed,irrelevant
+ETH,Sidama,1953,observed,irrelevant
+ETH,Sidama,1954,observed,irrelevant
+ETH,Sidama,1955,observed,irrelevant
+ETH,Sidama,1956,observed,irrelevant
+ETH,Sidama,1957,observed,irrelevant
+ETH,Sidama,1958,observed,irrelevant
+ETH,Sidama,1959,observed,irrelevant
+ETH,Sidama,1960,observed,irrelevant
+ETH,Sidama,1961,observed,irrelevant
+ETH,Sidama,1962,observed,irrelevant
+ETH,Sidama,1963,observed,irrelevant
+ETH,Sidama,1964,observed,irrelevant
+ETH,Sidama,1965,observed,irrelevant
+ETH,Sidama,1966,observed,irrelevant
+ETH,Sidama,1967,observed,irrelevant
+ETH,Sidama,1968,observed,irrelevant
+ETH,Sidama,1969,observed,irrelevant
+ETH,Sidama,1970,observed,irrelevant
+ETH,Sidama,1971,observed,irrelevant
+ETH,Sidama,1972,observed,irrelevant
+ETH,Sidama,1973,observed,irrelevant
+ETH,Sidama,1974,observed,irrelevant
+ETH,Sidama,1975,observed,irrelevant
+ETH,Sidama,1976,observed,irrelevant
+ETH,Sidama,1977,observed,irrelevant
+ETH,Sidama,1978,observed,irrelevant
+ETH,Sidama,1979,observed,irrelevant
+ETH,Sidama,1980,observed,irrelevant
+ETH,Sidama,1981,observed,irrelevant
+ETH,Sidama,1982,observed,irrelevant
+ETH,Sidama,1983,observed,irrelevant
+ETH,Sidama,1984,observed,irrelevant
+ETH,Sidama,1985,observed,irrelevant
+ETH,Sidama,1986,observed,irrelevant
+ETH,Sidama,1987,observed,irrelevant
+ETH,Sidama,1988,observed,irrelevant
+ETH,Sidama,1989,observed,irrelevant
+ETH,Sidama,1990,observed,irrelevant
+ETH,Sidama,1991,observed,irrelevant
+ETH,Sidama,1992,observed,irrelevant
+ETH,Sidama,1993,observed,irrelevant
+ETH,Sidama,1994,observed,irrelevant
+ETH,Sidama,1995,observed,irrelevant
+ETH,Sidama,1996,observed,excluded
+ETH,Sidama,1997,observed,excluded
+ETH,Sidama,1998,observed,excluded
+ETH,Sidama,1999,observed,excluded
+ETH,Sidama,2000,observed,excluded
+ETH,Sidama,2001,observed,excluded
+ETH,Sidama,2002,observed,excluded
+ETH,Sidama,2003,observed,excluded
+ETH,Sidama,2004,observed,excluded
+ETH,Sidama,2005,observed,excluded
+ETH,Sidama,2006,observed,excluded
+ETH,Sidama,2007,observed,excluded
+ETH,Sidama,2008,observed,excluded
+ETH,Sidama,2009,observed,excluded
+ETH,Sidama,2010,observed,excluded
+ETH,Sidama,2011,observed,excluded
+ETH,Sidama,2012,observed,excluded
+ETH,Sidama,2013,observed,included
+ETH,Sidama,2014,observed,included
+ETH,Sidama,2015,observed,included
+ETH,Sidama,2016,observed,included
+ETH,Sidama,2017,observed,included
+ETH,Sidama,2018,carry_forward,included
+ETH,Sidama,2019,carry_forward,included
+ETH,Sidama,2020,carry_forward,included
+ETH,Sidama,2021,carry_forward,included
+ETH,Silte,1946,observed,irrelevant
+ETH,Silte,1947,observed,irrelevant
+ETH,Silte,1948,observed,irrelevant
+ETH,Silte,1949,observed,irrelevant
+ETH,Silte,1950,observed,irrelevant
+ETH,Silte,1951,observed,irrelevant
+ETH,Silte,1952,observed,irrelevant
+ETH,Silte,1953,observed,irrelevant
+ETH,Silte,1954,observed,irrelevant
+ETH,Silte,1955,observed,irrelevant
+ETH,Silte,1956,observed,irrelevant
+ETH,Silte,1957,observed,irrelevant
+ETH,Silte,1958,observed,irrelevant
+ETH,Silte,1959,observed,irrelevant
+ETH,Silte,1960,observed,irrelevant
+ETH,Silte,1961,observed,irrelevant
+ETH,Silte,1962,observed,irrelevant
+ETH,Silte,1963,observed,irrelevant
+ETH,Silte,1964,observed,irrelevant
+ETH,Silte,1965,observed,irrelevant
+ETH,Silte,1966,observed,irrelevant
+ETH,Silte,1967,observed,irrelevant
+ETH,Silte,1968,observed,irrelevant
+ETH,Silte,1969,observed,irrelevant
+ETH,Silte,1970,observed,irrelevant
+ETH,Silte,1971,observed,irrelevant
+ETH,Silte,1972,observed,irrelevant
+ETH,Silte,1973,observed,irrelevant
+ETH,Silte,1974,observed,irrelevant
+ETH,Silte,1975,observed,irrelevant
+ETH,Silte,1976,observed,irrelevant
+ETH,Silte,1977,observed,irrelevant
+ETH,Silte,1978,observed,irrelevant
+ETH,Silte,1979,observed,irrelevant
+ETH,Silte,1980,observed,irrelevant
+ETH,Silte,1981,observed,irrelevant
+ETH,Silte,1982,observed,irrelevant
+ETH,Silte,1983,observed,irrelevant
+ETH,Silte,1984,observed,irrelevant
+ETH,Silte,1985,observed,irrelevant
+ETH,Silte,1986,observed,irrelevant
+ETH,Silte,1987,observed,irrelevant
+ETH,Silte,1988,observed,irrelevant
+ETH,Silte,1989,observed,irrelevant
+ETH,Silte,1990,observed,irrelevant
+ETH,Silte,1991,observed,irrelevant
+ETH,Silte,1992,observed,irrelevant
+ETH,Silte,1993,observed,irrelevant
+ETH,Silte,1994,observed,irrelevant
+ETH,Silte,1995,observed,irrelevant
+ETH,Silte,1996,observed,excluded
+ETH,Silte,1997,observed,excluded
+ETH,Silte,1998,observed,excluded
+ETH,Silte,1999,observed,excluded
+ETH,Silte,2000,observed,excluded
+ETH,Silte,2001,observed,excluded
+ETH,Silte,2002,observed,excluded
+ETH,Silte,2003,observed,excluded
+ETH,Silte,2004,observed,excluded
+ETH,Silte,2005,observed,excluded
+ETH,Silte,2006,observed,excluded
+ETH,Silte,2007,observed,excluded
+ETH,Silte,2008,observed,excluded
+ETH,Silte,2009,observed,excluded
+ETH,Silte,2010,observed,excluded
+ETH,Silte,2011,observed,excluded
+ETH,Silte,2012,observed,excluded
+ETH,Silte,2013,observed,included
+ETH,Silte,2014,observed,included
+ETH,Silte,2015,observed,included
+ETH,Silte,2016,observed,included
+ETH,Silte,2017,observed,included
+ETH,Silte,2018,carry_forward,included
+ETH,Silte,2019,carry_forward,included
+ETH,Silte,2020,carry_forward,included
+ETH,Silte,2021,carry_forward,included
+ETH,Somalie,1946,observed,excluded
+ETH,Somalie,1947,observed,excluded
+ETH,Somalie,1948,observed,excluded
+ETH,Somalie,1949,observed,excluded
+ETH,Somalie,1950,observed,excluded
+ETH,Somalie,1951,observed,excluded
+ETH,Somalie,1952,observed,excluded
+ETH,Somalie,1953,observed,excluded
+ETH,Somalie,1954,observed,excluded
+ETH,Somalie,1955,observed,excluded
+ETH,Somalie,1956,observed,excluded
+ETH,Somalie,1957,observed,excluded
+ETH,Somalie,1958,observed,excluded
+ETH,Somalie,1959,observed,excluded
+ETH,Somalie,1960,observed,excluded
+ETH,Somalie,1961,observed,excluded
+ETH,Somalie,1962,observed,excluded
+ETH,Somalie,1963,observed,excluded
+ETH,Somalie,1964,observed,excluded
+ETH,Somalie,1965,observed,excluded
+ETH,Somalie,1966,observed,excluded
+ETH,Somalie,1967,observed,excluded
+ETH,Somalie,1968,observed,excluded
+ETH,Somalie,1969,observed,excluded
+ETH,Somalie,1970,observed,excluded
+ETH,Somalie,1971,observed,excluded
+ETH,Somalie,1972,observed,excluded
+ETH,Somalie,1973,observed,excluded
+ETH,Somalie,1974,observed,excluded
+ETH,Somalie,1975,observed,excluded
+ETH,Somalie,1976,observed,excluded
+ETH,Somalie,1977,observed,excluded
+ETH,Somalie,1978,observed,excluded
+ETH,Somalie,1979,observed,excluded
+ETH,Somalie,1980,observed,excluded
+ETH,Somalie,1981,observed,excluded
+ETH,Somalie,1982,observed,excluded
+ETH,Somalie,1983,observed,excluded
+ETH,Somalie,1984,observed,excluded
+ETH,Somalie,1985,observed,excluded
+ETH,Somalie,1986,observed,excluded
+ETH,Somalie,1987,observed,excluded
+ETH,Somalie,1988,observed,excluded
+ETH,Somalie,1989,observed,excluded
+ETH,Somalie,1990,observed,excluded
+ETH,Somalie,1991,observed,excluded
+ETH,Somalie,1992,observed,excluded
+ETH,Somalie,1993,observed,excluded
+ETH,Somalie,1994,observed,excluded
+ETH,Somalie,1995,observed,excluded
+ETH,Somalie,1996,observed,excluded
+ETH,Somalie,1997,observed,excluded
+ETH,Somalie,1998,observed,excluded
+ETH,Somalie,1999,observed,excluded
+ETH,Somalie,2000,observed,excluded
+ETH,Somalie,2001,observed,excluded
+ETH,Somalie,2002,observed,excluded
+ETH,Somalie,2003,observed,excluded
+ETH,Somalie,2004,observed,excluded
+ETH,Somalie,2005,observed,excluded
+ETH,Somalie,2006,observed,excluded
+ETH,Somalie,2007,observed,excluded
+ETH,Somalie,2008,observed,excluded
+ETH,Somalie,2009,observed,excluded
+ETH,Somalie,2010,observed,excluded
+ETH,Somalie,2011,observed,excluded
+ETH,Somalie,2012,observed,excluded
+ETH,Somalie,2013,observed,excluded
+ETH,Somalie,2014,observed,excluded
+ETH,Somalie,2015,observed,excluded
+ETH,Somalie,2016,observed,excluded
+ETH,Somalie,2017,observed,excluded
+ETH,Somalie,2018,carry_forward,excluded
+ETH,Somalie,2019,carry_forward,excluded
+ETH,Somalie,2020,carry_forward,included
+ETH,Somalie,2021,carry_forward,included
+ETH,Tigraway / Tigre,1946,observed,excluded
+ETH,Tigraway / Tigre,1947,observed,excluded
+ETH,Tigraway / Tigre,1948,observed,excluded
+ETH,Tigraway / Tigre,1949,observed,excluded
+ETH,Tigraway / Tigre,1950,observed,excluded
+ETH,Tigraway / Tigre,1951,observed,excluded
+ETH,Tigraway / Tigre,1952,observed,excluded
+ETH,Tigraway / Tigre,1953,observed,excluded
+ETH,Tigraway / Tigre,1954,observed,excluded
+ETH,Tigraway / Tigre,1955,observed,excluded
+ETH,Tigraway / Tigre,1956,observed,excluded
+ETH,Tigraway / Tigre,1957,observed,excluded
+ETH,Tigraway / Tigre,1958,observed,excluded
+ETH,Tigraway / Tigre,1959,observed,excluded
+ETH,Tigraway / Tigre,1960,observed,excluded
+ETH,Tigraway / Tigre,1961,observed,excluded
+ETH,Tigraway / Tigre,1962,observed,excluded
+ETH,Tigraway / Tigre,1963,observed,excluded
+ETH,Tigraway / Tigre,1964,observed,excluded
+ETH,Tigraway / Tigre,1965,observed,excluded
+ETH,Tigraway / Tigre,1966,observed,excluded
+ETH,Tigraway / Tigre,1967,observed,excluded
+ETH,Tigraway / Tigre,1968,observed,excluded
+ETH,Tigraway / Tigre,1969,observed,excluded
+ETH,Tigraway / Tigre,1970,observed,excluded
+ETH,Tigraway / Tigre,1971,observed,excluded
+ETH,Tigraway / Tigre,1972,observed,excluded
+ETH,Tigraway / Tigre,1973,observed,excluded
+ETH,Tigraway / Tigre,1974,observed,excluded
+ETH,Tigraway / Tigre,1975,observed,excluded
+ETH,Tigraway / Tigre,1976,observed,excluded
+ETH,Tigraway / Tigre,1977,observed,excluded
+ETH,Tigraway / Tigre,1978,observed,excluded
+ETH,Tigraway / Tigre,1979,observed,excluded
+ETH,Tigraway / Tigre,1980,observed,excluded
+ETH,Tigraway / Tigre,1981,observed,excluded
+ETH,Tigraway / Tigre,1982,observed,excluded
+ETH,Tigraway / Tigre,1983,observed,excluded
+ETH,Tigraway / Tigre,1984,observed,excluded
+ETH,Tigraway / Tigre,1985,observed,excluded
+ETH,Tigraway / Tigre,1986,observed,excluded
+ETH,Tigraway / Tigre,1987,observed,excluded
+ETH,Tigraway / Tigre,1988,observed,excluded
+ETH,Tigraway / Tigre,1989,observed,excluded
+ETH,Tigraway / Tigre,1990,observed,excluded
+ETH,Tigraway / Tigre,1991,observed,excluded
+ETH,Tigraway / Tigre,1992,observed,included
+ETH,Tigraway / Tigre,1993,observed,included
+ETH,Tigraway / Tigre,1994,observed,included
+ETH,Tigraway / Tigre,1995,observed,included
+ETH,Tigraway / Tigre,1996,observed,included
+ETH,Tigraway / Tigre,1997,observed,included
+ETH,Tigraway / Tigre,1998,observed,included
+ETH,Tigraway / Tigre,1999,observed,included
+ETH,Tigraway / Tigre,2000,observed,included
+ETH,Tigraway / Tigre,2001,observed,included
+ETH,Tigraway / Tigre,2002,observed,included
+ETH,Tigraway / Tigre,2003,observed,included
+ETH,Tigraway / Tigre,2004,observed,included
+ETH,Tigraway / Tigre,2005,observed,included
+ETH,Tigraway / Tigre,2006,observed,included
+ETH,Tigraway / Tigre,2007,observed,included
+ETH,Tigraway / Tigre,2008,observed,included
+ETH,Tigraway / Tigre,2009,observed,included
+ETH,Tigraway / Tigre,2010,observed,included
+ETH,Tigraway / Tigre,2011,observed,included
+ETH,Tigraway / Tigre,2012,observed,included
+ETH,Tigraway / Tigre,2013,observed,included
+ETH,Tigraway / Tigre,2014,observed,included
+ETH,Tigraway / Tigre,2015,observed,included
+ETH,Tigraway / Tigre,2016,observed,included
+ETH,Tigraway / Tigre,2017,observed,included
+ETH,Tigraway / Tigre,2018,carry_forward,included
+ETH,Tigraway / Tigre,2019,carry_forward,included
+ETH,Tigraway / Tigre,2020,carry_forward,included
+ETH,Tigraway / Tigre,2021,carry_forward,excluded
+ETH,Tigray (Tigraway),1946,observed,excluded
+ETH,Tigray (Tigraway),1947,observed,excluded
+ETH,Tigray (Tigraway),1948,observed,excluded
+ETH,Tigray (Tigraway),1949,observed,excluded
+ETH,Tigray (Tigraway),1950,observed,excluded
+ETH,Tigray (Tigraway),1951,observed,excluded
+ETH,Tigray (Tigraway),1952,observed,excluded
+ETH,Tigray (Tigraway),1953,observed,excluded
+ETH,Tigray (Tigraway),1954,observed,excluded
+ETH,Tigray (Tigraway),1955,observed,excluded
+ETH,Tigray (Tigraway),1956,observed,excluded
+ETH,Tigray (Tigraway),1957,observed,excluded
+ETH,Tigray (Tigraway),1958,observed,excluded
+ETH,Tigray (Tigraway),1959,observed,excluded
+ETH,Tigray (Tigraway),1960,observed,excluded
+ETH,Tigray (Tigraway),1961,observed,excluded
+ETH,Tigray (Tigraway),1962,observed,excluded
+ETH,Tigray (Tigraway),1963,observed,excluded
+ETH,Tigray (Tigraway),1964,observed,excluded
+ETH,Tigray (Tigraway),1965,observed,excluded
+ETH,Tigray (Tigraway),1966,observed,excluded
+ETH,Tigray (Tigraway),1967,observed,excluded
+ETH,Tigray (Tigraway),1968,observed,excluded
+ETH,Tigray (Tigraway),1969,observed,excluded
+ETH,Tigray (Tigraway),1970,observed,excluded
+ETH,Tigray (Tigraway),1971,observed,excluded
+ETH,Tigray (Tigraway),1972,observed,excluded
+ETH,Tigray (Tigraway),1973,observed,excluded
+ETH,Tigray (Tigraway),1974,observed,excluded
+ETH,Tigray (Tigraway),1975,observed,excluded
+ETH,Tigray (Tigraway),1976,observed,excluded
+ETH,Tigray (Tigraway),1977,observed,excluded
+ETH,Tigray (Tigraway),1978,observed,excluded
+ETH,Tigray (Tigraway),1979,observed,excluded
+ETH,Tigray (Tigraway),1980,observed,excluded
+ETH,Tigray (Tigraway),1981,observed,excluded
+ETH,Tigray (Tigraway),1982,observed,excluded
+ETH,Tigray (Tigraway),1983,observed,excluded
+ETH,Tigray (Tigraway),1984,observed,excluded
+ETH,Tigray (Tigraway),1985,observed,excluded
+ETH,Tigray (Tigraway),1986,observed,excluded
+ETH,Tigray (Tigraway),1987,observed,excluded
+ETH,Tigray (Tigraway),1988,observed,excluded
+ETH,Tigray (Tigraway),1989,observed,excluded
+ETH,Tigray (Tigraway),1990,observed,excluded
+ETH,Tigray (Tigraway),1991,observed,excluded
+ETH,Tigray (Tigraway),1992,observed,included
+ETH,Tigray (Tigraway),1993,observed,included
+ETH,Tigray (Tigraway),1994,observed,included
+ETH,Tigray (Tigraway),1995,observed,included
+ETH,Tigray (Tigraway),1996,observed,included
+ETH,Tigray (Tigraway),1997,observed,included
+ETH,Tigray (Tigraway),1998,observed,included
+ETH,Tigray (Tigraway),1999,observed,included
+ETH,Tigray (Tigraway),2000,observed,included
+ETH,Tigray (Tigraway),2001,observed,included
+ETH,Tigray (Tigraway),2002,observed,included
+ETH,Tigray (Tigraway),2003,observed,included
+ETH,Tigray (Tigraway),2004,observed,included
+ETH,Tigray (Tigraway),2005,observed,included
+ETH,Tigray (Tigraway),2006,observed,included
+ETH,Tigray (Tigraway),2007,observed,included
+ETH,Tigray (Tigraway),2008,observed,included
+ETH,Tigray (Tigraway),2009,observed,included
+ETH,Tigray (Tigraway),2010,observed,included
+ETH,Tigray (Tigraway),2011,observed,included
+ETH,Tigray (Tigraway),2012,observed,included
+ETH,Tigray (Tigraway),2013,observed,included
+ETH,Tigray (Tigraway),2014,observed,included
+ETH,Tigray (Tigraway),2015,observed,included
+ETH,Tigray (Tigraway),2016,observed,included
+ETH,Tigray (Tigraway),2017,observed,included
+ETH,Tigray (Tigraway),2018,carry_forward,included
+ETH,Tigray (Tigraway),2019,carry_forward,included
+ETH,Tigray (Tigraway),2020,carry_forward,included
+ETH,Tigray (Tigraway),2021,carry_forward,excluded
+ETH,Tigrie,1946,observed,excluded
+ETH,Tigrie,1947,observed,excluded
+ETH,Tigrie,1948,observed,excluded
+ETH,Tigrie,1949,observed,excluded
+ETH,Tigrie,1950,observed,excluded
+ETH,Tigrie,1951,observed,excluded
+ETH,Tigrie,1952,observed,excluded
+ETH,Tigrie,1953,observed,excluded
+ETH,Tigrie,1954,observed,excluded
+ETH,Tigrie,1955,observed,excluded
+ETH,Tigrie,1956,observed,excluded
+ETH,Tigrie,1957,observed,excluded
+ETH,Tigrie,1958,observed,excluded
+ETH,Tigrie,1959,observed,excluded
+ETH,Tigrie,1960,observed,excluded
+ETH,Tigrie,1961,observed,excluded
+ETH,Tigrie,1962,observed,excluded
+ETH,Tigrie,1963,observed,excluded
+ETH,Tigrie,1964,observed,excluded
+ETH,Tigrie,1965,observed,excluded
+ETH,Tigrie,1966,observed,excluded
+ETH,Tigrie,1967,observed,excluded
+ETH,Tigrie,1968,observed,excluded
+ETH,Tigrie,1969,observed,excluded
+ETH,Tigrie,1970,observed,excluded
+ETH,Tigrie,1971,observed,excluded
+ETH,Tigrie,1972,observed,excluded
+ETH,Tigrie,1973,observed,excluded
+ETH,Tigrie,1974,observed,excluded
+ETH,Tigrie,1975,observed,excluded
+ETH,Tigrie,1976,observed,excluded
+ETH,Tigrie,1977,observed,excluded
+ETH,Tigrie,1978,observed,excluded
+ETH,Tigrie,1979,observed,excluded
+ETH,Tigrie,1980,observed,excluded
+ETH,Tigrie,1981,observed,excluded
+ETH,Tigrie,1982,observed,excluded
+ETH,Tigrie,1983,observed,excluded
+ETH,Tigrie,1984,observed,excluded
+ETH,Tigrie,1985,observed,excluded
+ETH,Tigrie,1986,observed,excluded
+ETH,Tigrie,1987,observed,excluded
+ETH,Tigrie,1988,observed,excluded
+ETH,Tigrie,1989,observed,excluded
+ETH,Tigrie,1990,observed,excluded
+ETH,Tigrie,1991,observed,excluded
+ETH,Tigrie,1992,observed,included
+ETH,Tigrie,1993,observed,included
+ETH,Tigrie,1994,observed,included
+ETH,Tigrie,1995,observed,included
+ETH,Tigrie,1996,observed,included
+ETH,Tigrie,1997,observed,included
+ETH,Tigrie,1998,observed,included
+ETH,Tigrie,1999,observed,included
+ETH,Tigrie,2000,observed,included
+ETH,Tigrie,2001,observed,included
+ETH,Tigrie,2002,observed,included
+ETH,Tigrie,2003,observed,included
+ETH,Tigrie,2004,observed,included
+ETH,Tigrie,2005,observed,included
+ETH,Tigrie,2006,observed,included
+ETH,Tigrie,2007,observed,included
+ETH,Tigrie,2008,observed,included
+ETH,Tigrie,2009,observed,included
+ETH,Tigrie,2010,observed,included
+ETH,Tigrie,2011,observed,included
+ETH,Tigrie,2012,observed,included
+ETH,Tigrie,2013,observed,included
+ETH,Tigrie,2014,observed,included
+ETH,Tigrie,2015,observed,included
+ETH,Tigrie,2016,observed,included
+ETH,Tigrie,2017,observed,included
+ETH,Tigrie,2018,carry_forward,included
+ETH,Tigrie,2019,carry_forward,included
+ETH,Tigrie,2020,carry_forward,included
+ETH,Tigrie,2021,carry_forward,excluded
+ETH,Welaita,1946,observed,irrelevant
+ETH,Welaita,1947,observed,irrelevant
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+MWI,Lomwe,2011,observed,included
+MWI,Lomwe,2012,observed,included
+MWI,Lomwe,2013,observed,included
+MWI,Lomwe,2014,observed,included
+MWI,Lomwe,2015,observed,included
+MWI,Lomwe,2016,observed,included
+MWI,Lomwe,2017,observed,included
+MWI,Lomwe,2018,carry_forward,included
+MWI,Lomwe,2019,carry_forward,included
+MWI,Lomwe,2020,carry_forward,included
+MWI,Lomwe,2021,carry_forward,included
+MWI,Mang'anja,1964,observed,excluded
+MWI,Mang'anja,1965,observed,excluded
+MWI,Mang'anja,1966,observed,excluded
+MWI,Mang'anja,1967,observed,excluded
+MWI,Mang'anja,1968,observed,excluded
+MWI,Mang'anja,1969,observed,excluded
+MWI,Mang'anja,1970,observed,excluded
+MWI,Mang'anja,1971,observed,excluded
+MWI,Mang'anja,1972,observed,excluded
+MWI,Mang'anja,1973,observed,excluded
+MWI,Mang'anja,1974,observed,excluded
+MWI,Mang'anja,1975,observed,excluded
+MWI,Mang'anja,1976,observed,excluded
+MWI,Mang'anja,1977,observed,excluded
+MWI,Mang'anja,1978,observed,excluded
+MWI,Mang'anja,1979,observed,excluded
+MWI,Mang'anja,1980,observed,excluded
+MWI,Mang'anja,1981,observed,excluded
+MWI,Mang'anja,1982,observed,excluded
+MWI,Mang'anja,1983,observed,excluded
+MWI,Mang'anja,1984,observed,excluded
+MWI,Mang'anja,1985,observed,excluded
+MWI,Mang'anja,1986,observed,excluded
+MWI,Mang'anja,1987,observed,excluded
+MWI,Mang'anja,1988,observed,excluded
+MWI,Mang'anja,1989,observed,excluded
+MWI,Mang'anja,1990,observed,excluded
+MWI,Mang'anja,1991,observed,excluded
+MWI,Mang'anja,1992,observed,excluded
+MWI,Mang'anja,1993,observed,excluded
+MWI,Mang'anja,1994,observed,excluded
+MWI,Mang'anja,1995,observed,included
+MWI,Mang'anja,1996,observed,included
+MWI,Mang'anja,1997,observed,included
+MWI,Mang'anja,1998,observed,included
+MWI,Mang'anja,1999,observed,included
+MWI,Mang'anja,2000,observed,included
+MWI,Mang'anja,2001,observed,included
+MWI,Mang'anja,2002,observed,included
+MWI,Mang'anja,2003,observed,included
+MWI,Mang'anja,2004,observed,included
+MWI,Mang'anja,2005,observed,included
+MWI,Mang'anja,2006,observed,included
+MWI,Mang'anja,2007,observed,included
+MWI,Mang'anja,2008,observed,included
+MWI,Mang'anja,2009,observed,included
+MWI,Mang'anja,2010,observed,included
+MWI,Mang'anja,2011,observed,included
+MWI,Mang'anja,2012,observed,included
+MWI,Mang'anja,2013,observed,included
+MWI,Mang'anja,2014,observed,included
+MWI,Mang'anja,2015,observed,included
+MWI,Mang'anja,2016,observed,included
+MWI,Mang'anja,2017,observed,included
+MWI,Mang'anja,2018,carry_forward,included
+MWI,Mang'anja,2019,carry_forward,included
+MWI,Mang'anja,2020,carry_forward,included
+MWI,Mang'anja,2021,carry_forward,included
+MWI,Nkhonde,1964,observed,excluded
+MWI,Nkhonde,1965,observed,excluded
+MWI,Nkhonde,1966,observed,excluded
+MWI,Nkhonde,1967,observed,excluded
+MWI,Nkhonde,1968,observed,excluded
+MWI,Nkhonde,1969,observed,excluded
+MWI,Nkhonde,1970,observed,excluded
+MWI,Nkhonde,1971,observed,excluded
+MWI,Nkhonde,1972,observed,excluded
+MWI,Nkhonde,1973,observed,excluded
+MWI,Nkhonde,1974,observed,excluded
+MWI,Nkhonde,1975,observed,excluded
+MWI,Nkhonde,1976,observed,excluded
+MWI,Nkhonde,1977,observed,excluded
+MWI,Nkhonde,1978,observed,excluded
+MWI,Nkhonde,1979,observed,excluded
+MWI,Nkhonde,1980,observed,excluded
+MWI,Nkhonde,1981,observed,excluded
+MWI,Nkhonde,1982,observed,excluded
+MWI,Nkhonde,1983,observed,excluded
+MWI,Nkhonde,1984,observed,excluded
+MWI,Nkhonde,1985,observed,excluded
+MWI,Nkhonde,1986,observed,excluded
+MWI,Nkhonde,1987,observed,excluded
+MWI,Nkhonde,1988,observed,excluded
+MWI,Nkhonde,1989,observed,excluded
+MWI,Nkhonde,1990,observed,excluded
+MWI,Nkhonde,1991,observed,excluded
+MWI,Nkhonde,1992,observed,excluded
+MWI,Nkhonde,1993,observed,excluded
+MWI,Nkhonde,1994,observed,excluded
+MWI,Nkhonde,1995,observed,included
+MWI,Nkhonde,1996,observed,included
+MWI,Nkhonde,1997,observed,included
+MWI,Nkhonde,1998,observed,included
+MWI,Nkhonde,1999,observed,included
+MWI,Nkhonde,2000,observed,included
+MWI,Nkhonde,2001,observed,included
+MWI,Nkhonde,2002,observed,included
+MWI,Nkhonde,2003,observed,included
+MWI,Nkhonde,2004,observed,included
+MWI,Nkhonde,2005,observed,included
+MWI,Nkhonde,2006,observed,included
+MWI,Nkhonde,2007,observed,included
+MWI,Nkhonde,2008,observed,included
+MWI,Nkhonde,2009,observed,included
+MWI,Nkhonde,2010,observed,included
+MWI,Nkhonde,2011,observed,included
+MWI,Nkhonde,2012,observed,included
+MWI,Nkhonde,2013,observed,included
+MWI,Nkhonde,2014,observed,included
+MWI,Nkhonde,2015,observed,included
+MWI,Nkhonde,2016,observed,included
+MWI,Nkhonde,2017,observed,included
+MWI,Nkhonde,2018,carry_forward,included
+MWI,Nkhonde,2019,carry_forward,included
+MWI,Nkhonde,2020,carry_forward,included
+MWI,Nkhonde,2021,carry_forward,included
+MWI,Nkonde,1964,observed,excluded
+MWI,Nkonde,1965,observed,excluded
+MWI,Nkonde,1966,observed,excluded
+MWI,Nkonde,1967,observed,excluded
+MWI,Nkonde,1968,observed,excluded
+MWI,Nkonde,1969,observed,excluded
+MWI,Nkonde,1970,observed,excluded
+MWI,Nkonde,1971,observed,excluded
+MWI,Nkonde,1972,observed,excluded
+MWI,Nkonde,1973,observed,excluded
+MWI,Nkonde,1974,observed,excluded
+MWI,Nkonde,1975,observed,excluded
+MWI,Nkonde,1976,observed,excluded
+MWI,Nkonde,1977,observed,excluded
+MWI,Nkonde,1978,observed,excluded
+MWI,Nkonde,1979,observed,excluded
+MWI,Nkonde,1980,observed,excluded
+MWI,Nkonde,1981,observed,excluded
+MWI,Nkonde,1982,observed,excluded
+MWI,Nkonde,1983,observed,excluded
+MWI,Nkonde,1984,observed,excluded
+MWI,Nkonde,1985,observed,excluded
+MWI,Nkonde,1986,observed,excluded
+MWI,Nkonde,1987,observed,excluded
+MWI,Nkonde,1988,observed,excluded
+MWI,Nkonde,1989,observed,excluded
+MWI,Nkonde,1990,observed,excluded
+MWI,Nkonde,1991,observed,excluded
+MWI,Nkonde,1992,observed,excluded
+MWI,Nkonde,1993,observed,excluded
+MWI,Nkonde,1994,observed,excluded
+MWI,Nkonde,1995,observed,included
+MWI,Nkonde,1996,observed,included
+MWI,Nkonde,1997,observed,included
+MWI,Nkonde,1998,observed,included
+MWI,Nkonde,1999,observed,included
+MWI,Nkonde,2000,observed,included
+MWI,Nkonde,2001,observed,included
+MWI,Nkonde,2002,observed,included
+MWI,Nkonde,2003,observed,included
+MWI,Nkonde,2004,observed,included
+MWI,Nkonde,2005,observed,included
+MWI,Nkonde,2006,observed,included
+MWI,Nkonde,2007,observed,included
+MWI,Nkonde,2008,observed,included
+MWI,Nkonde,2009,observed,included
+MWI,Nkonde,2010,observed,included
+MWI,Nkonde,2011,observed,included
+MWI,Nkonde,2012,observed,included
+MWI,Nkonde,2013,observed,included
+MWI,Nkonde,2014,observed,included
+MWI,Nkonde,2015,observed,included
+MWI,Nkonde,2016,observed,included
+MWI,Nkonde,2017,observed,included
+MWI,Nkonde,2018,carry_forward,included
+MWI,Nkonde,2019,carry_forward,included
+MWI,Nkonde,2020,carry_forward,included
+MWI,Nkonde,2021,carry_forward,included
+MWI,Other: Mang'anja,1964,observed,excluded
+MWI,Other: Mang'anja,1965,observed,excluded
+MWI,Other: Mang'anja,1966,observed,excluded
+MWI,Other: Mang'anja,1967,observed,excluded
+MWI,Other: Mang'anja,1968,observed,excluded
+MWI,Other: Mang'anja,1969,observed,excluded
+MWI,Other: Mang'anja,1970,observed,excluded
+MWI,Other: Mang'anja,1971,observed,excluded
+MWI,Other: Mang'anja,1972,observed,excluded
+MWI,Other: Mang'anja,1973,observed,excluded
+MWI,Other: Mang'anja,1974,observed,excluded
+MWI,Other: Mang'anja,1975,observed,excluded
+MWI,Other: Mang'anja,1976,observed,excluded
+MWI,Other: Mang'anja,1977,observed,excluded
+MWI,Other: Mang'anja,1978,observed,excluded
+MWI,Other: Mang'anja,1979,observed,excluded
+MWI,Other: Mang'anja,1980,observed,excluded
+MWI,Other: Mang'anja,1981,observed,excluded
+MWI,Other: Mang'anja,1982,observed,excluded
+MWI,Other: Mang'anja,1983,observed,excluded
+MWI,Other: Mang'anja,1984,observed,excluded
+MWI,Other: Mang'anja,1985,observed,excluded
+MWI,Other: Mang'anja,1986,observed,excluded
+MWI,Other: Mang'anja,1987,observed,excluded
+MWI,Other: Mang'anja,1988,observed,excluded
+MWI,Other: Mang'anja,1989,observed,excluded
+MWI,Other: Mang'anja,1990,observed,excluded
+MWI,Other: Mang'anja,1991,observed,excluded
+MWI,Other: Mang'anja,1992,observed,excluded
+MWI,Other: Mang'anja,1993,observed,excluded
+MWI,Other: Mang'anja,1994,observed,excluded
+MWI,Other: Mang'anja,1995,observed,included
+MWI,Other: Mang'anja,1996,observed,included
+MWI,Other: Mang'anja,1997,observed,included
+MWI,Other: Mang'anja,1998,observed,included
+MWI,Other: Mang'anja,1999,observed,included
+MWI,Other: Mang'anja,2000,observed,included
+MWI,Other: Mang'anja,2001,observed,included
+MWI,Other: Mang'anja,2002,observed,included
+MWI,Other: Mang'anja,2003,observed,included
+MWI,Other: Mang'anja,2004,observed,included
+MWI,Other: Mang'anja,2005,observed,included
+MWI,Other: Mang'anja,2006,observed,included
+MWI,Other: Mang'anja,2007,observed,included
+MWI,Other: Mang'anja,2008,observed,included
+MWI,Other: Mang'anja,2009,observed,included
+MWI,Other: Mang'anja,2010,observed,included
+MWI,Other: Mang'anja,2011,observed,included
+MWI,Other: Mang'anja,2012,observed,included
+MWI,Other: Mang'anja,2013,observed,included
+MWI,Other: Mang'anja,2014,observed,included
+MWI,Other: Mang'anja,2015,observed,included
+MWI,Other: Mang'anja,2016,observed,included
+MWI,Other: Mang'anja,2017,observed,included
+MWI,Other: Mang'anja,2018,carry_forward,included
+MWI,Other: Mang'anja,2019,carry_forward,included
+MWI,Other: Mang'anja,2020,carry_forward,included
+MWI,Other: Mang'anja,2021,carry_forward,included
+MWI,Other: Nyanja,1964,observed,excluded
+MWI,Other: Nyanja,1965,observed,excluded
+MWI,Other: Nyanja,1966,observed,excluded
+MWI,Other: Nyanja,1967,observed,excluded
+MWI,Other: Nyanja,1968,observed,excluded
+MWI,Other: Nyanja,1969,observed,excluded
+MWI,Other: Nyanja,1970,observed,excluded
+MWI,Other: Nyanja,1971,observed,excluded
+MWI,Other: Nyanja,1972,observed,excluded
+MWI,Other: Nyanja,1973,observed,excluded
+MWI,Other: Nyanja,1974,observed,excluded
+MWI,Other: Nyanja,1975,observed,excluded
+MWI,Other: Nyanja,1976,observed,excluded
+MWI,Other: Nyanja,1977,observed,excluded
+MWI,Other: Nyanja,1978,observed,excluded
+MWI,Other: Nyanja,1979,observed,excluded
+MWI,Other: Nyanja,1980,observed,excluded
+MWI,Other: Nyanja,1981,observed,excluded
+MWI,Other: Nyanja,1982,observed,excluded
+MWI,Other: Nyanja,1983,observed,excluded
+MWI,Other: Nyanja,1984,observed,excluded
+MWI,Other: Nyanja,1985,observed,excluded
+MWI,Other: Nyanja,1986,observed,excluded
+MWI,Other: Nyanja,1987,observed,excluded
+MWI,Other: Nyanja,1988,observed,excluded
+MWI,Other: Nyanja,1989,observed,excluded
+MWI,Other: Nyanja,1990,observed,excluded
+MWI,Other: Nyanja,1991,observed,excluded
+MWI,Other: Nyanja,1992,observed,excluded
+MWI,Other: Nyanja,1993,observed,excluded
+MWI,Other: Nyanja,1994,observed,excluded
+MWI,Other: Nyanja,1995,observed,included
+MWI,Other: Nyanja,1996,observed,included
+MWI,Other: Nyanja,1997,observed,included
+MWI,Other: Nyanja,1998,observed,included
+MWI,Other: Nyanja,1999,observed,included
+MWI,Other: Nyanja,2000,observed,included
+MWI,Other: Nyanja,2001,observed,included
+MWI,Other: Nyanja,2002,observed,included
+MWI,Other: Nyanja,2003,observed,included
+MWI,Other: Nyanja,2004,observed,included
+MWI,Other: Nyanja,2005,observed,included
+MWI,Other: Nyanja,2006,observed,included
+MWI,Other: Nyanja,2007,observed,included
+MWI,Other: Nyanja,2008,observed,included
+MWI,Other: Nyanja,2009,observed,included
+MWI,Other: Nyanja,2010,observed,included
+MWI,Other: Nyanja,2011,observed,included
+MWI,Other: Nyanja,2012,observed,included
+MWI,Other: Nyanja,2013,observed,included
+MWI,Other: Nyanja,2014,observed,included
+MWI,Other: Nyanja,2015,observed,included
+MWI,Other: Nyanja,2016,observed,included
+MWI,Other: Nyanja,2017,observed,included
+MWI,Other: Nyanja,2018,carry_forward,included
+MWI,Other: Nyanja,2019,carry_forward,included
+MWI,Other: Nyanja,2020,carry_forward,included
+MWI,Other: Nyanja,2021,carry_forward,included
+MWI,Tonga,1964,observed,excluded
+MWI,Tonga,1965,observed,excluded
+MWI,Tonga,1966,observed,excluded
+MWI,Tonga,1967,observed,excluded
+MWI,Tonga,1968,observed,excluded
+MWI,Tonga,1969,observed,excluded
+MWI,Tonga,1970,observed,excluded
+MWI,Tonga,1971,observed,excluded
+MWI,Tonga,1972,observed,excluded
+MWI,Tonga,1973,observed,excluded
+MWI,Tonga,1974,observed,excluded
+MWI,Tonga,1975,observed,excluded
+MWI,Tonga,1976,observed,excluded
+MWI,Tonga,1977,observed,excluded
+MWI,Tonga,1978,observed,excluded
+MWI,Tonga,1979,observed,excluded
+MWI,Tonga,1980,observed,excluded
+MWI,Tonga,1981,observed,excluded
+MWI,Tonga,1982,observed,excluded
+MWI,Tonga,1983,observed,excluded
+MWI,Tonga,1984,observed,excluded
+MWI,Tonga,1985,observed,excluded
+MWI,Tonga,1986,observed,excluded
+MWI,Tonga,1987,observed,excluded
+MWI,Tonga,1988,observed,excluded
+MWI,Tonga,1989,observed,excluded
+MWI,Tonga,1990,observed,excluded
+MWI,Tonga,1991,observed,excluded
+MWI,Tonga,1992,observed,excluded
+MWI,Tonga,1993,observed,excluded
+MWI,Tonga,1994,observed,excluded
+MWI,Tonga,1995,observed,included
+MWI,Tonga,1996,observed,included
+MWI,Tonga,1997,observed,included
+MWI,Tonga,1998,observed,included
+MWI,Tonga,1999,observed,included
+MWI,Tonga,2000,observed,included
+MWI,Tonga,2001,observed,included
+MWI,Tonga,2002,observed,included
+MWI,Tonga,2003,observed,included
+MWI,Tonga,2004,observed,included
+MWI,Tonga,2005,observed,included
+MWI,Tonga,2006,observed,included
+MWI,Tonga,2007,observed,included
+MWI,Tonga,2008,observed,included
+MWI,Tonga,2009,observed,included
+MWI,Tonga,2010,observed,included
+MWI,Tonga,2011,observed,included
+MWI,Tonga,2012,observed,included
+MWI,Tonga,2013,observed,included
+MWI,Tonga,2014,observed,included
+MWI,Tonga,2015,observed,included
+MWI,Tonga,2016,observed,included
+MWI,Tonga,2017,observed,included
+MWI,Tonga,2018,carry_forward,included
+MWI,Tonga,2019,carry_forward,included
+MWI,Tonga,2020,carry_forward,included
+MWI,Tonga,2021,carry_forward,included
+MWI,Tumbuka,1964,observed,excluded
+MWI,Tumbuka,1965,observed,excluded
+MWI,Tumbuka,1966,observed,excluded
+MWI,Tumbuka,1967,observed,excluded
+MWI,Tumbuka,1968,observed,excluded
+MWI,Tumbuka,1969,observed,excluded
+MWI,Tumbuka,1970,observed,excluded
+MWI,Tumbuka,1971,observed,excluded
+MWI,Tumbuka,1972,observed,excluded
+MWI,Tumbuka,1973,observed,excluded
+MWI,Tumbuka,1974,observed,excluded
+MWI,Tumbuka,1975,observed,excluded
+MWI,Tumbuka,1976,observed,excluded
+MWI,Tumbuka,1977,observed,excluded
+MWI,Tumbuka,1978,observed,excluded
+MWI,Tumbuka,1979,observed,excluded
+MWI,Tumbuka,1980,observed,excluded
+MWI,Tumbuka,1981,observed,excluded
+MWI,Tumbuka,1982,observed,excluded
+MWI,Tumbuka,1983,observed,excluded
+MWI,Tumbuka,1984,observed,excluded
+MWI,Tumbuka,1985,observed,excluded
+MWI,Tumbuka,1986,observed,excluded
+MWI,Tumbuka,1987,observed,excluded
+MWI,Tumbuka,1988,observed,excluded
+MWI,Tumbuka,1989,observed,excluded
+MWI,Tumbuka,1990,observed,excluded
+MWI,Tumbuka,1991,observed,excluded
+MWI,Tumbuka,1992,observed,excluded
+MWI,Tumbuka,1993,observed,excluded
+MWI,Tumbuka,1994,observed,excluded
+MWI,Tumbuka,1995,observed,included
+MWI,Tumbuka,1996,observed,included
+MWI,Tumbuka,1997,observed,included
+MWI,Tumbuka,1998,observed,included
+MWI,Tumbuka,1999,observed,included
+MWI,Tumbuka,2000,observed,included
+MWI,Tumbuka,2001,observed,included
+MWI,Tumbuka,2002,observed,included
+MWI,Tumbuka,2003,observed,included
+MWI,Tumbuka,2004,observed,included
+MWI,Tumbuka,2005,observed,included
+MWI,Tumbuka,2006,observed,included
+MWI,Tumbuka,2007,observed,included
+MWI,Tumbuka,2008,observed,included
+MWI,Tumbuka,2009,observed,included
+MWI,Tumbuka,2010,observed,included
+MWI,Tumbuka,2011,observed,included
+MWI,Tumbuka,2012,observed,included
+MWI,Tumbuka,2013,observed,included
+MWI,Tumbuka,2014,observed,included
+MWI,Tumbuka,2015,observed,included
+MWI,Tumbuka,2016,observed,included
+MWI,Tumbuka,2017,observed,included
+MWI,Tumbuka,2018,carry_forward,included
+MWI,Tumbuka,2019,carry_forward,included
+MWI,Tumbuka,2020,carry_forward,included
+MWI,Tumbuka,2021,carry_forward,included
+MWI,Yao,1964,observed,excluded
+MWI,Yao,1965,observed,excluded
+MWI,Yao,1966,observed,excluded
+MWI,Yao,1967,observed,excluded
+MWI,Yao,1968,observed,excluded
+MWI,Yao,1969,observed,excluded
+MWI,Yao,1970,observed,excluded
+MWI,Yao,1971,observed,excluded
+MWI,Yao,1972,observed,excluded
+MWI,Yao,1973,observed,excluded
+MWI,Yao,1974,observed,excluded
+MWI,Yao,1975,observed,excluded
+MWI,Yao,1976,observed,excluded
+MWI,Yao,1977,observed,excluded
+MWI,Yao,1978,observed,excluded
+MWI,Yao,1979,observed,excluded
+MWI,Yao,1980,observed,excluded
+MWI,Yao,1981,observed,excluded
+MWI,Yao,1982,observed,excluded
+MWI,Yao,1983,observed,excluded
+MWI,Yao,1984,observed,excluded
+MWI,Yao,1985,observed,excluded
+MWI,Yao,1986,observed,excluded
+MWI,Yao,1987,observed,excluded
+MWI,Yao,1988,observed,excluded
+MWI,Yao,1989,observed,excluded
+MWI,Yao,1990,observed,excluded
+MWI,Yao,1991,observed,excluded
+MWI,Yao,1992,observed,excluded
+MWI,Yao,1993,observed,excluded
+MWI,Yao,1994,observed,excluded
+MWI,Yao,1995,observed,included
+MWI,Yao,1996,observed,included
+MWI,Yao,1997,observed,included
+MWI,Yao,1998,observed,included
+MWI,Yao,1999,observed,included
+MWI,Yao,2000,observed,included
+MWI,Yao,2001,observed,included
+MWI,Yao,2002,observed,included
+MWI,Yao,2003,observed,included
+MWI,Yao,2004,observed,included
+MWI,Yao,2005,observed,included
+MWI,Yao,2006,observed,included
+MWI,Yao,2007,observed,included
+MWI,Yao,2008,observed,included
+MWI,Yao,2009,observed,included
+MWI,Yao,2010,observed,included
+MWI,Yao,2011,observed,included
+MWI,Yao,2012,observed,included
+MWI,Yao,2013,observed,included
+MWI,Yao,2014,observed,included
+MWI,Yao,2015,observed,included
+MWI,Yao,2016,observed,included
+MWI,Yao,2017,observed,included
+MWI,Yao,2018,carry_forward,included
+MWI,Yao,2019,carry_forward,included
+MWI,Yao,2020,carry_forward,included
+MWI,Yao,2021,carry_forward,included
+NAM,Afrikaans,1990,observed,excluded
+NAM,Afrikaans,1991,observed,excluded
+NAM,Afrikaans,1992,observed,excluded
+NAM,Afrikaans,1993,observed,excluded
+NAM,Afrikaans,1994,observed,excluded
+NAM,Afrikaans,1995,observed,excluded
+NAM,Afrikaans,1996,observed,excluded
+NAM,Afrikaans,1997,observed,excluded
+NAM,Afrikaans,1998,observed,excluded
+NAM,Afrikaans,1999,observed,excluded
+NAM,Afrikaans,2000,observed,excluded
+NAM,Afrikaans,2001,observed,excluded
+NAM,Afrikaans,2002,observed,excluded
+NAM,Afrikaans,2003,observed,excluded
+NAM,Afrikaans,2004,observed,excluded
+NAM,Afrikaans,2005,observed,excluded
+NAM,Afrikaans,2006,observed,excluded
+NAM,Afrikaans,2007,observed,excluded
+NAM,Afrikaans,2008,observed,excluded
+NAM,Afrikaans,2009,observed,excluded
+NAM,Afrikaans,2010,observed,excluded
+NAM,Afrikaans,2011,observed,excluded
+NAM,Afrikaans,2012,observed,excluded
+NAM,Afrikaans,2013,observed,excluded
+NAM,Afrikaans,2014,observed,excluded
+NAM,Afrikaans,2015,observed,excluded
+NAM,Afrikaans,2016,observed,excluded
+NAM,Afrikaans,2017,observed,excluded
+NAM,Afrikaans,2018,carry_forward,excluded
+NAM,Afrikaans,2019,carry_forward,excluded
+NAM,Afrikaans,2020,carry_forward,excluded
+NAM,Afrikaans,2021,carry_forward,excluded
+NAM,Caprivi Languages,1990,observed,excluded
+NAM,Caprivi Languages,1991,observed,excluded
+NAM,Caprivi Languages,1992,observed,excluded
+NAM,Caprivi Languages,1993,observed,excluded
+NAM,Caprivi Languages,1994,observed,excluded
+NAM,Caprivi Languages,1995,observed,excluded
+NAM,Caprivi Languages,1996,observed,excluded
+NAM,Caprivi Languages,1997,observed,excluded
+NAM,Caprivi Languages,1998,observed,excluded
+NAM,Caprivi Languages,1999,observed,excluded
+NAM,Caprivi Languages,2000,observed,excluded
+NAM,Caprivi Languages,2001,observed,excluded
+NAM,Caprivi Languages,2002,observed,excluded
+NAM,Caprivi Languages,2003,observed,excluded
+NAM,Caprivi Languages,2004,observed,excluded
+NAM,Caprivi Languages,2005,observed,excluded
+NAM,Caprivi Languages,2006,observed,excluded
+NAM,Caprivi Languages,2007,observed,excluded
+NAM,Caprivi Languages,2008,observed,excluded
+NAM,Caprivi Languages,2009,observed,excluded
+NAM,Caprivi Languages,2010,observed,excluded
+NAM,Caprivi Languages,2011,observed,excluded
+NAM,Caprivi Languages,2012,observed,excluded
+NAM,Caprivi Languages,2013,observed,excluded
+NAM,Caprivi Languages,2014,observed,excluded
+NAM,Caprivi Languages,2015,observed,excluded
+NAM,Caprivi Languages,2016,observed,excluded
+NAM,Caprivi Languages,2017,observed,excluded
+NAM,Caprivi Languages,2018,carry_forward,excluded
+NAM,Caprivi Languages,2019,carry_forward,excluded
+NAM,Caprivi Languages,2020,carry_forward,excluded
+NAM,Caprivi Languages,2021,carry_forward,excluded
+NAM,Damara/Nama,1990,observed,excluded
+NAM,Damara/Nama,1991,observed,excluded
+NAM,Damara/Nama,1992,observed,excluded
+NAM,Damara/Nama,1993,observed,excluded
+NAM,Damara/Nama,1994,observed,excluded
+NAM,Damara/Nama,1995,observed,excluded
+NAM,Damara/Nama,1996,observed,excluded
+NAM,Damara/Nama,1997,observed,excluded
+NAM,Damara/Nama,1998,observed,excluded
+NAM,Damara/Nama,1999,observed,excluded
+NAM,Damara/Nama,2000,observed,excluded
+NAM,Damara/Nama,2001,observed,excluded
+NAM,Damara/Nama,2002,observed,excluded
+NAM,Damara/Nama,2003,observed,excluded
+NAM,Damara/Nama,2004,observed,excluded
+NAM,Damara/Nama,2005,observed,excluded
+NAM,Damara/Nama,2006,observed,excluded
+NAM,Damara/Nama,2007,observed,excluded
+NAM,Damara/Nama,2008,observed,excluded
+NAM,Damara/Nama,2009,observed,excluded
+NAM,Damara/Nama,2010,observed,excluded
+NAM,Damara/Nama,2011,observed,excluded
+NAM,Damara/Nama,2012,observed,excluded
+NAM,Damara/Nama,2013,observed,excluded
+NAM,Damara/Nama,2014,observed,excluded
+NAM,Damara/Nama,2015,observed,excluded
+NAM,Damara/Nama,2016,observed,excluded
+NAM,Damara/Nama,2017,observed,excluded
+NAM,Damara/Nama,2018,carry_forward,excluded
+NAM,Damara/Nama,2019,carry_forward,excluded
+NAM,Damara/Nama,2020,carry_forward,excluded
+NAM,Damara/Nama,2021,carry_forward,excluded
+NAM,English,1990,observed,included
+NAM,English,1991,observed,included
+NAM,English,1992,observed,included
+NAM,English,1993,observed,included
+NAM,English,1994,observed,included
+NAM,English,1995,observed,included
+NAM,English,1996,observed,included
+NAM,English,1997,observed,included
+NAM,English,1998,observed,included
+NAM,English,1999,observed,included
+NAM,English,2000,observed,included
+NAM,English,2001,observed,included
+NAM,English,2002,observed,included
+NAM,English,2003,observed,included
+NAM,English,2004,observed,included
+NAM,English,2005,observed,included
+NAM,English,2006,observed,included
+NAM,English,2007,observed,included
+NAM,English,2008,observed,included
+NAM,English,2009,observed,included
+NAM,English,2010,observed,included
+NAM,English,2011,observed,included
+NAM,English,2012,observed,included
+NAM,English,2013,observed,included
+NAM,English,2014,observed,included
+NAM,English,2015,observed,included
+NAM,English,2016,observed,included
+NAM,English,2017,observed,included
+NAM,English,2018,carry_forward,included
+NAM,English,2019,carry_forward,included
+NAM,English,2020,carry_forward,included
+NAM,English,2021,carry_forward,included
+NAM,Herero,1990,observed,excluded
+NAM,Herero,1991,observed,excluded
+NAM,Herero,1992,observed,excluded
+NAM,Herero,1993,observed,excluded
+NAM,Herero,1994,observed,excluded
+NAM,Herero,1995,observed,excluded
+NAM,Herero,1996,observed,excluded
+NAM,Herero,1997,observed,excluded
+NAM,Herero,1998,observed,excluded
+NAM,Herero,1999,observed,excluded
+NAM,Herero,2000,observed,excluded
+NAM,Herero,2001,observed,excluded
+NAM,Herero,2002,observed,excluded
+NAM,Herero,2003,observed,excluded
+NAM,Herero,2004,observed,excluded
+NAM,Herero,2005,observed,excluded
+NAM,Herero,2006,observed,excluded
+NAM,Herero,2007,observed,excluded
+NAM,Herero,2008,observed,excluded
+NAM,Herero,2009,observed,excluded
+NAM,Herero,2010,observed,excluded
+NAM,Herero,2011,observed,excluded
+NAM,Herero,2012,observed,excluded
+NAM,Herero,2013,observed,excluded
+NAM,Herero,2014,observed,excluded
+NAM,Herero,2015,observed,excluded
+NAM,Herero,2016,observed,excluded
+NAM,Herero,2017,observed,excluded
+NAM,Herero,2018,carry_forward,excluded
+NAM,Herero,2019,carry_forward,excluded
+NAM,Herero,2020,carry_forward,excluded
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+NAM,Kavango Languages,1990,observed,included
+NAM,Kavango Languages,1991,observed,included
+NAM,Kavango Languages,1992,observed,included
+NAM,Kavango Languages,1993,observed,included
+NAM,Kavango Languages,1994,observed,included
+NAM,Kavango Languages,1995,observed,included
+NAM,Kavango Languages,1996,observed,included
+NAM,Kavango Languages,1997,observed,included
+NAM,Kavango Languages,1998,observed,included
+NAM,Kavango Languages,1999,observed,included
+NAM,Kavango Languages,2000,observed,included
+NAM,Kavango Languages,2001,observed,included
+NAM,Kavango Languages,2002,observed,included
+NAM,Kavango Languages,2003,observed,included
+NAM,Kavango Languages,2004,observed,included
+NAM,Kavango Languages,2005,observed,included
+NAM,Kavango Languages,2006,observed,included
+NAM,Kavango Languages,2007,observed,included
+NAM,Kavango Languages,2008,observed,included
+NAM,Kavango Languages,2009,observed,included
+NAM,Kavango Languages,2010,observed,included
+NAM,Kavango Languages,2011,observed,included
+NAM,Kavango Languages,2012,observed,included
+NAM,Kavango Languages,2013,observed,included
+NAM,Kavango Languages,2014,observed,included
+NAM,Kavango Languages,2015,observed,included
+NAM,Kavango Languages,2016,observed,included
+NAM,Kavango Languages,2017,observed,included
+NAM,Kavango Languages,2018,carry_forward,included
+NAM,Kavango Languages,2019,carry_forward,included
+NAM,Kavango Languages,2020,carry_forward,included
+NAM,Kavango Languages,2021,carry_forward,included
+NAM,Oshiwambo,1990,observed,included
+NAM,Oshiwambo,1991,observed,included
+NAM,Oshiwambo,1992,observed,included
+NAM,Oshiwambo,1993,observed,included
+NAM,Oshiwambo,1994,observed,included
+NAM,Oshiwambo,1995,observed,included
+NAM,Oshiwambo,1996,observed,included
+NAM,Oshiwambo,1997,observed,included
+NAM,Oshiwambo,1998,observed,included
+NAM,Oshiwambo,1999,observed,included
+NAM,Oshiwambo,2000,observed,included
+NAM,Oshiwambo,2001,observed,included
+NAM,Oshiwambo,2002,observed,included
+NAM,Oshiwambo,2003,observed,included
+NAM,Oshiwambo,2004,observed,included
+NAM,Oshiwambo,2005,observed,included
+NAM,Oshiwambo,2006,observed,included
+NAM,Oshiwambo,2007,observed,included
+NAM,Oshiwambo,2008,observed,included
+NAM,Oshiwambo,2009,observed,included
+NAM,Oshiwambo,2010,observed,included
+NAM,Oshiwambo,2011,observed,included
+NAM,Oshiwambo,2012,observed,included
+NAM,Oshiwambo,2013,observed,included
+NAM,Oshiwambo,2014,observed,included
+NAM,Oshiwambo,2015,observed,included
+NAM,Oshiwambo,2016,observed,included
+NAM,Oshiwambo,2017,observed,included
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+NAM,Oshiwambo,2019,carry_forward,included
+NAM,Oshiwambo,2020,carry_forward,included
+NAM,Oshiwambo,2021,carry_forward,included
+NAM,San,1990,observed,excluded
+NAM,San,1991,observed,excluded
+NAM,San,1992,observed,excluded
+NAM,San,1993,observed,excluded
+NAM,San,1994,observed,excluded
+NAM,San,1995,observed,excluded
+NAM,San,1996,observed,excluded
+NAM,San,1997,observed,excluded
+NAM,San,1998,observed,excluded
+NAM,San,1999,observed,excluded
+NAM,San,2000,observed,excluded
+NAM,San,2001,observed,excluded
+NAM,San,2002,observed,excluded
+NAM,San,2003,observed,excluded
+NAM,San,2004,observed,excluded
+NAM,San,2005,observed,excluded
+NAM,San,2006,observed,excluded
+NAM,San,2007,observed,excluded
+NAM,San,2008,observed,excluded
+NAM,San,2009,observed,excluded
+NAM,San,2010,observed,excluded
+NAM,San,2011,observed,excluded
+NAM,San,2012,observed,excluded
+NAM,San,2013,observed,excluded
+NAM,San,2014,observed,excluded
+NAM,San,2015,observed,excluded
+NAM,San,2016,observed,excluded
+NAM,San,2017,observed,excluded
+NAM,San,2018,carry_forward,excluded
+NAM,San,2019,carry_forward,excluded
+NAM,San,2020,carry_forward,excluded
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+NER,Djerma,1960,observed,included
+NER,Djerma,1961,observed,included
+NER,Djerma,1962,observed,included
+NER,Djerma,1963,observed,included
+NER,Djerma,1964,observed,included
+NER,Djerma,1965,observed,included
+NER,Djerma,1966,observed,included
+NER,Djerma,1967,observed,included
+NER,Djerma,1968,observed,included
+NER,Djerma,1969,observed,included
+NER,Djerma,1970,observed,included
+NER,Djerma,1971,observed,included
+NER,Djerma,1972,observed,included
+NER,Djerma,1973,observed,included
+NER,Djerma,1974,observed,included
+NER,Djerma,1975,observed,included
+NER,Djerma,1976,observed,included
+NER,Djerma,1977,observed,included
+NER,Djerma,1978,observed,included
+NER,Djerma,1979,observed,included
+NER,Djerma,1980,observed,included
+NER,Djerma,1981,observed,included
+NER,Djerma,1982,observed,included
+NER,Djerma,1983,observed,included
+NER,Djerma,1984,observed,included
+NER,Djerma,1985,observed,included
+NER,Djerma,1986,observed,included
+NER,Djerma,1987,observed,included
+NER,Djerma,1988,observed,included
+NER,Djerma,1989,observed,included
+NER,Djerma,1990,observed,included
+NER,Djerma,1991,observed,included
+NER,Djerma,1992,observed,included
+NER,Djerma,1993,observed,included
+NER,Djerma,1994,observed,included
+NER,Djerma,1995,observed,included
+NER,Djerma,1996,observed,included
+NER,Djerma,1997,observed,included
+NER,Djerma,1998,observed,included
+NER,Djerma,1999,observed,included
+NER,Djerma,2000,observed,included
+NER,Djerma,2001,observed,included
+NER,Djerma,2002,observed,included
+NER,Djerma,2003,observed,included
+NER,Djerma,2004,observed,included
+NER,Djerma,2005,observed,included
+NER,Djerma,2006,observed,included
+NER,Djerma,2007,observed,included
+NER,Djerma,2008,observed,included
+NER,Djerma,2009,observed,included
+NER,Djerma,2010,observed,included
+NER,Djerma,2011,observed,included
+NER,Djerma,2012,observed,included
+NER,Djerma,2013,observed,included
+NER,Djerma,2014,observed,included
+NER,Djerma,2015,observed,included
+NER,Djerma,2016,observed,included
+NER,Djerma,2017,observed,included
+NER,Djerma,2018,carry_forward,included
+NER,Djerma,2019,carry_forward,included
+NER,Djerma,2020,carry_forward,included
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+NER,Haoussa,1960,observed,excluded
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+NER,Haoussa,1962,observed,excluded
+NER,Haoussa,1963,observed,excluded
+NER,Haoussa,1964,observed,excluded
+NER,Haoussa,1965,observed,excluded
+NER,Haoussa,1966,observed,excluded
+NER,Haoussa,1967,observed,excluded
+NER,Haoussa,1968,observed,excluded
+NER,Haoussa,1969,observed,excluded
+NER,Haoussa,1970,observed,excluded
+NER,Haoussa,1971,observed,excluded
+NER,Haoussa,1972,observed,excluded
+NER,Haoussa,1973,observed,excluded
+NER,Haoussa,1974,observed,excluded
+NER,Haoussa,1975,observed,excluded
+NER,Haoussa,1976,observed,excluded
+NER,Haoussa,1977,observed,excluded
+NER,Haoussa,1978,observed,excluded
+NER,Haoussa,1979,observed,excluded
+NER,Haoussa,1980,observed,excluded
+NER,Haoussa,1981,observed,excluded
+NER,Haoussa,1982,observed,excluded
+NER,Haoussa,1983,observed,excluded
+NER,Haoussa,1984,observed,excluded
+NER,Haoussa,1985,observed,excluded
+NER,Haoussa,1986,observed,excluded
+NER,Haoussa,1987,observed,excluded
+NER,Haoussa,1988,observed,excluded
+NER,Haoussa,1989,observed,excluded
+NER,Haoussa,1990,observed,excluded
+NER,Haoussa,1991,observed,excluded
+NER,Haoussa,1992,observed,included
+NER,Haoussa,1993,observed,included
+NER,Haoussa,1994,observed,included
+NER,Haoussa,1995,observed,included
+NER,Haoussa,1996,observed,included
+NER,Haoussa,1997,observed,excluded
+NER,Haoussa,1998,observed,excluded
+NER,Haoussa,1999,observed,excluded
+NER,Haoussa,2000,observed,included
+NER,Haoussa,2001,observed,included
+NER,Haoussa,2002,observed,included
+NER,Haoussa,2003,observed,included
+NER,Haoussa,2004,observed,included
+NER,Haoussa,2005,observed,included
+NER,Haoussa,2006,observed,included
+NER,Haoussa,2007,observed,included
+NER,Haoussa,2008,observed,included
+NER,Haoussa,2009,observed,included
+NER,Haoussa,2010,observed,included
+NER,Haoussa,2011,observed,excluded
+NER,Haoussa,2012,observed,included
+NER,Haoussa,2013,observed,included
+NER,Haoussa,2014,observed,included
+NER,Haoussa,2015,observed,included
+NER,Haoussa,2016,observed,included
+NER,Haoussa,2017,observed,included
+NER,Haoussa,2018,carry_forward,included
+NER,Haoussa,2019,carry_forward,included
+NER,Haoussa,2020,carry_forward,included
+NER,Haoussa,2021,carry_forward,included
+NER,Kanouri,1960,observed,excluded
+NER,Kanouri,1961,observed,excluded
+NER,Kanouri,1962,observed,excluded
+NER,Kanouri,1963,observed,excluded
+NER,Kanouri,1964,observed,excluded
+NER,Kanouri,1965,observed,excluded
+NER,Kanouri,1966,observed,excluded
+NER,Kanouri,1967,observed,excluded
+NER,Kanouri,1968,observed,excluded
+NER,Kanouri,1969,observed,excluded
+NER,Kanouri,1970,observed,excluded
+NER,Kanouri,1971,observed,excluded
+NER,Kanouri,1972,observed,excluded
+NER,Kanouri,1973,observed,excluded
+NER,Kanouri,1974,observed,excluded
+NER,Kanouri,1975,observed,excluded
+NER,Kanouri,1976,observed,excluded
+NER,Kanouri,1977,observed,excluded
+NER,Kanouri,1978,observed,excluded
+NER,Kanouri,1979,observed,excluded
+NER,Kanouri,1980,observed,excluded
+NER,Kanouri,1981,observed,excluded
+NER,Kanouri,1982,observed,excluded
+NER,Kanouri,1983,observed,excluded
+NER,Kanouri,1984,observed,excluded
+NER,Kanouri,1985,observed,excluded
+NER,Kanouri,1986,observed,excluded
+NER,Kanouri,1987,observed,excluded
+NER,Kanouri,1988,observed,excluded
+NER,Kanouri,1989,observed,excluded
+NER,Kanouri,1990,observed,excluded
+NER,Kanouri,1991,observed,excluded
+NER,Kanouri,1992,observed,included
+NER,Kanouri,1993,observed,included
+NER,Kanouri,1994,observed,included
+NER,Kanouri,1995,observed,included
+NER,Kanouri,1996,observed,included
+NER,Kanouri,1997,observed,excluded
+NER,Kanouri,1998,observed,excluded
+NER,Kanouri,1999,observed,excluded
+NER,Kanouri,2000,observed,included
+NER,Kanouri,2001,observed,included
+NER,Kanouri,2002,observed,included
+NER,Kanouri,2003,observed,included
+NER,Kanouri,2004,observed,included
+NER,Kanouri,2005,observed,included
+NER,Kanouri,2006,observed,included
+NER,Kanouri,2007,observed,included
+NER,Kanouri,2008,observed,included
+NER,Kanouri,2009,observed,included
+NER,Kanouri,2010,observed,included
+NER,Kanouri,2011,observed,excluded
+NER,Kanouri,2012,observed,included
+NER,Kanouri,2013,observed,included
+NER,Kanouri,2014,observed,included
+NER,Kanouri,2015,observed,included
+NER,Kanouri,2016,observed,included
+NER,Kanouri,2017,observed,included
+NER,Kanouri,2018,carry_forward,included
+NER,Kanouri,2019,carry_forward,included
+NER,Kanouri,2020,carry_forward,included
+NER,Kanouri,2021,carry_forward,included
+NER,Touareg,1960,observed,excluded
+NER,Touareg,1961,observed,excluded
+NER,Touareg,1962,observed,excluded
+NER,Touareg,1963,observed,excluded
+NER,Touareg,1964,observed,excluded
+NER,Touareg,1965,observed,excluded
+NER,Touareg,1966,observed,excluded
+NER,Touareg,1967,observed,excluded
+NER,Touareg,1968,observed,excluded
+NER,Touareg,1969,observed,excluded
+NER,Touareg,1970,observed,excluded
+NER,Touareg,1971,observed,excluded
+NER,Touareg,1972,observed,excluded
+NER,Touareg,1973,observed,excluded
+NER,Touareg,1974,observed,excluded
+NER,Touareg,1975,observed,excluded
+NER,Touareg,1976,observed,excluded
+NER,Touareg,1977,observed,excluded
+NER,Touareg,1978,observed,excluded
+NER,Touareg,1979,observed,excluded
+NER,Touareg,1980,observed,excluded
+NER,Touareg,1981,observed,excluded
+NER,Touareg,1982,observed,excluded
+NER,Touareg,1983,observed,excluded
+NER,Touareg,1984,observed,excluded
+NER,Touareg,1985,observed,excluded
+NER,Touareg,1986,observed,excluded
+NER,Touareg,1987,observed,excluded
+NER,Touareg,1988,observed,excluded
+NER,Touareg,1989,observed,excluded
+NER,Touareg,1990,observed,excluded
+NER,Touareg,1991,observed,excluded
+NER,Touareg,1992,observed,excluded
+NER,Touareg,1993,observed,excluded
+NER,Touareg,1994,observed,included
+NER,Touareg,1995,observed,included
+NER,Touareg,1996,observed,included
+NER,Touareg,1997,observed,excluded
+NER,Touareg,1998,observed,excluded
+NER,Touareg,1999,observed,excluded
+NER,Touareg,2000,observed,included
+NER,Touareg,2001,observed,included
+NER,Touareg,2002,observed,included
+NER,Touareg,2003,observed,included
+NER,Touareg,2004,observed,included
+NER,Touareg,2005,observed,excluded
+NER,Touareg,2006,observed,excluded
+NER,Touareg,2007,observed,excluded
+NER,Touareg,2008,observed,excluded
+NER,Touareg,2009,observed,excluded
+NER,Touareg,2010,observed,excluded
+NER,Touareg,2011,observed,excluded
+NER,Touareg,2012,observed,included
+NER,Touareg,2013,observed,included
+NER,Touareg,2014,observed,included
+NER,Touareg,2015,observed,included
+NER,Touareg,2016,observed,included
+NER,Touareg,2017,observed,included
+NER,Touareg,2018,carry_forward,included
+NER,Touareg,2019,carry_forward,included
+NER,Touareg,2020,carry_forward,included
+NER,Touareg,2021,carry_forward,included
+NER,Touareg Bella,1960,observed,excluded
+NER,Touareg Bella,1961,observed,excluded
+NER,Touareg Bella,1962,observed,excluded
+NER,Touareg Bella,1963,observed,excluded
+NER,Touareg Bella,1964,observed,excluded
+NER,Touareg Bella,1965,observed,excluded
+NER,Touareg Bella,1966,observed,excluded
+NER,Touareg Bella,1967,observed,excluded
+NER,Touareg Bella,1968,observed,excluded
+NER,Touareg Bella,1969,observed,excluded
+NER,Touareg Bella,1970,observed,excluded
+NER,Touareg Bella,1971,observed,excluded
+NER,Touareg Bella,1972,observed,excluded
+NER,Touareg Bella,1973,observed,excluded
+NER,Touareg Bella,1974,observed,excluded
+NER,Touareg Bella,1975,observed,excluded
+NER,Touareg Bella,1976,observed,excluded
+NER,Touareg Bella,1977,observed,excluded
+NER,Touareg Bella,1978,observed,excluded
+NER,Touareg Bella,1979,observed,excluded
+NER,Touareg Bella,1980,observed,excluded
+NER,Touareg Bella,1981,observed,excluded
+NER,Touareg Bella,1982,observed,excluded
+NER,Touareg Bella,1983,observed,excluded
+NER,Touareg Bella,1984,observed,excluded
+NER,Touareg Bella,1985,observed,excluded
+NER,Touareg Bella,1986,observed,excluded
+NER,Touareg Bella,1987,observed,excluded
+NER,Touareg Bella,1988,observed,excluded
+NER,Touareg Bella,1989,observed,excluded
+NER,Touareg Bella,1990,observed,excluded
+NER,Touareg Bella,1991,observed,excluded
+NER,Touareg Bella,1992,observed,excluded
+NER,Touareg Bella,1993,observed,excluded
+NER,Touareg Bella,1994,observed,included
+NER,Touareg Bella,1995,observed,included
+NER,Touareg Bella,1996,observed,included
+NER,Touareg Bella,1997,observed,excluded
+NER,Touareg Bella,1998,observed,excluded
+NER,Touareg Bella,1999,observed,excluded
+NER,Touareg Bella,2000,observed,included
+NER,Touareg Bella,2001,observed,included
+NER,Touareg Bella,2002,observed,included
+NER,Touareg Bella,2003,observed,included
+NER,Touareg Bella,2004,observed,included
+NER,Touareg Bella,2005,observed,excluded
+NER,Touareg Bella,2006,observed,excluded
+NER,Touareg Bella,2007,observed,excluded
+NER,Touareg Bella,2008,observed,excluded
+NER,Touareg Bella,2009,observed,excluded
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+ZMB,Ushi,2020,carry_forward,included
+ZMB,Ushi,2021,carry_forward,included
diff --git a/data_raw/sources.csv b/data_raw/sources.csv
index a533daa..f868297 100644
--- a/data_raw/sources.csv
+++ b/data_raw/sources.csv
@@ -49,3 +49,4 @@ ac037134-3567-49d9-a3ba-64f37c1ee698	CRU Climate tmp	v4.09	https://www.nationala
 14839384-623a-4cf7-9241-6166a8ac465b	Global SPEI database	2.11	ODbL 1.0	begueriaSPEIbase2024	NA	NA	NA	https://spei.csic.es/database.html	drought index, climate	World	Monthly	begueriaStandardizedPrecipitationEvapotranspiration2014	NA	TRUE	TRUE	FALSE	2025-12-16 09:13:09
 7f1f60a3-6664-4427-b086-b5359ebf45b7	GHS-WUP-DEGURBA	R2025A	CC BY 4.0	schiavinaGHSWUPDEGURBAR2025AGHSWUP2025	NA	NA	urls/7f1f60a3-6664-4427-b086-b5359ebf45b7.txt	https://human-settlement.emergency.copernicus.eu/ghs_wup_degurba_r2025a.php	urban extent, population	World	Less than yearly	europeancommissionApplyingDegreeUrbanisation2021; crisioniPopulationDegreeUrbanization2025	NA	FALSE	TRUE	FALSE	2025-12-17 15:43:27
 49f79d96-4e4d-4812-9dd1-862bacfca577	UCDP GED	25.1	CC BY 4.0	sundbergIntroducingUCDPGeoreferenced2013; daviesOrganizedViolence198920242025	NA	NA	https://ucdp.uu.se/downloads/ged/ged251-rds.zip	https://ucdp.uu.se/downloads/index.html#ged_global	event, violent conflict	World	Higher than monthly	NA	NA	TRUE	TRUE	FALSE	2025-12-19 10:37:04
+e42b30e3-75da-4dd4-a375-0d6557087804	ETH SIDE	v1	CC BY 4.0	spatial-data-on-ethnicity	NA	NA	urls/e42b30e3-75da-4dd4-a375-0d6557087804.txt	 https://icr.ethz.ch/data/side/	 ethnicity	Single continent	Yearly	NA	NA	FALSE	FALSE	FALSE	2026-04-26 22:05:25
diff --git a/data_raw/variables.csv b/data_raw/variables.csv
index ba93771..ebd8dbd 100644
--- a/data_raw/variables.csv
+++ b/data_raw/variables.csv
@@ -34,3 +34,6 @@ msch	FALSE	8aaf6b27-6372-43da-87a9-d4235095bb2c, a8e35e36-9f7e-4194-9cc4-ce8ca59
 esch	FALSE	8aaf6b27-6372-43da-87a9-d4235095bb2c, a8e35e36-9f7e-4194-9cc4-ce8ca59f7b51, 8aaf6b27-6372-43da-87a9-d4235095bb2c
 lifexp	FALSE	8aaf6b27-6372-43da-87a9-d4235095bb2c, a8e35e36-9f7e-4194-9cc4-ce8ca59f7b51, 8aaf6b27-6372-43da-87a9-d4235095bb2c
 gnic	FALSE	8aaf6b27-6372-43da-87a9-d4235095bb2c, a8e35e36-9f7e-4194-9cc4-ce8ca59f7b51, 8aaf6b27-6372-43da-87a9-d4235095bb2c
+side_excluded	FALSE	e42b30e3-75da-4dd4-a375-0d6557087804
+side_included	FALSE	e42b30e3-75da-4dd4-a375-0d6557087804
+side_irrelevant	FALSE	e42b30e3-75da-4dd4-a375-0d6557087804
\ No newline at end of file
diff --git a/inst/REFERENCES.bib b/inst/REFERENCES.bib
index f900632..b90bdc3 100644
--- a/inst/REFERENCES.bib
+++ b/inst/REFERENCES.bib
@@ -1034,3 +1034,15 @@ @article{daviesOrganizedViolence198920242025
   urldate = {2025-06-11},
   langid = {english}
 }
+@article{spatial-data-on-ethnicity,
+   title = {New Spatial Data on Ethnicity: Introducing SIDE},
+   author = {M{\"u}ller-Crepon, Carl and Hunziker, Philipp},
+   year = {2018},
+   journal = {Journal of Peace Research},
+   volume = {55},
+   number = {5},
+   pages = {687-698},
+   abstract = {Research on ethnic politics and political violence has benefited substantially from the growing availability of cross-national, geo-coded data on ethnic settlement patterns. However, because existing datasets represent ethnic homelands using aggregate polygon features, they lack information on ethnic compositions at the local level. Addressing this gap, this article introduces the Spatially Interpolated Data on Ethnicity (SIDE) dataset, a collection of 253 near-continuous maps of local ethno-linguistic, religious, and ethno-religious settlement patterns in 47 low- and middle-income countries. We create these data using spatial interpolation and machine learning methods to generalize the ethnicity-related information in the geo-coded Demographic and Health Surveys (DHS). For each DHS survey we provide the ethnic, religious, and ethno-religious compositions of cells on a raster that covers the respective countries at a resolution of 30 arc-seconds. The resulting data are optimized for use with geographic information systems (GIS) software. Comparisons of SIDE with existing categorical datasets and district-level census data from Uganda and Senegal are used to assess the data's accuracy. Finally, we use the new data to study the effects of local polarization between politically relevant ethnic groups, finding a positive effect on the risk of local violence such as riots and protests. However, local ethno-political polarization is not statistically associated with violent events pertaining to larger-scale processes such as civil wars.},
+   doi = {10.1177/0022343318764254},
+   url = {http://journals.sagepub.com/doi/full/10.1177/0022343318764254}
+}
diff --git a/inst/extdata/urls/e42b30e3-75da-4dd4-a375-0d6557087804.txt b/inst/extdata/urls/e42b30e3-75da-4dd4-a375-0d6557087804.txt
new file mode 100644
index 0000000..b43b9f5
--- /dev/null
+++ b/inst/extdata/urls/e42b30e3-75da-4dd4-a375-0d6557087804.txt
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+https://side.ethz.ch/raw/v1/side_v1_70_2.asc
+https://side.ethz.ch/raw/v1/side_v1_70_3.asc
+https://side.ethz.ch/raw/v1/side_v1_70_4.asc
+https://side.ethz.ch/raw/v1/side_v1_70_5.asc
+https://side.ethz.ch/raw/v1/side_v1_70_6.asc
+https://side.ethz.ch/raw/v1/side_v1_70_7.asc
+https://side.ethz.ch/raw/v1/side_v1_70_8.asc
+https://side.ethz.ch/raw/v1/side_v1_70_9.asc
+https://side.ethz.ch/raw/v1/side_v1_73_1.asc
+https://side.ethz.ch/raw/v1/side_v1_73_2.asc
+https://side.ethz.ch/raw/v1/side_v1_73_3.asc
+https://side.ethz.ch/raw/v1/side_v1_73_4.asc
+https://side.ethz.ch/raw/v1/side_v1_73_5.asc
+https://side.ethz.ch/raw/v1/side_v1_73_6.asc
+https://side.ethz.ch/raw/v1/side_v1_73_7.asc
+https://side.ethz.ch/raw/v1/side_v1_73_8.asc
+https://side.ethz.ch/raw/v1/side_v1_73_9.asc
+https://side.ethz.ch/raw/v1/side_v1_73_10.asc
+https://side.ethz.ch/raw/v1/side_v1_73_11.asc
+https://side.ethz.ch/raw/v1/side_v1_73_12.asc
+https://side.ethz.ch/raw/v1/side_v1_73_13.asc
+https://side.ethz.ch/raw/v1/side_v1_73_14.asc
+https://side.ethz.ch/raw/v1/side_v1_76_1.asc
+https://side.ethz.ch/raw/v1/side_v1_76_2.asc
+https://side.ethz.ch/raw/v1/side_v1_76_3.asc
+https://side.ethz.ch/raw/v1/side_v1_76_4.asc
+https://side.ethz.ch/raw/v1/side_v1_76_5.asc
+https://side.ethz.ch/raw/v1/side_v1_76_6.asc
+https://side.ethz.ch/raw/v1/side_v1_76_7.asc
+https://side.ethz.ch/raw/v1/side_v1_76_8.asc
+https://side.ethz.ch/raw/v1/side_v1_76_9.asc
+https://side.ethz.ch/raw/v1/side_v1_76_10.asc
+https://side.ethz.ch/raw/v1/side_v1_76_11.asc
+https://side.ethz.ch/raw/v1/side_v1_76_12.asc
+https://side.ethz.ch/raw/v1/side_v1_76_13.asc
+https://side.ethz.ch/raw/v1/side_v1_79_1.asc
+https://side.ethz.ch/raw/v1/side_v1_79_2.asc
+https://side.ethz.ch/raw/v1/side_v1_79_3.asc
+https://side.ethz.ch/raw/v1/side_v1_79_4.asc
+https://side.ethz.ch/raw/v1/side_v1_79_5.asc
+https://side.ethz.ch/raw/v1/side_v1_79_6.asc
+https://side.ethz.ch/raw/v1/side_v1_79_7.asc
+https://side.ethz.ch/raw/v1/side_v1_79_8.asc
+https://side.ethz.ch/raw/v1/side_v1_79_9.asc
+https://side.ethz.ch/raw/v1/side_v1_240_1.asc
+https://side.ethz.ch/raw/v1/side_v1_240_2.asc
+https://side.ethz.ch/raw/v1/side_v1_240_3.asc
+https://side.ethz.ch/raw/v1/side_v1_240_4.asc
+https://side.ethz.ch/raw/v1/side_v1_240_5.asc
+https://side.ethz.ch/raw/v1/side_v1_240_6.asc
+https://side.ethz.ch/raw/v1/side_v1_240_7.asc
+https://side.ethz.ch/raw/v1/side_v1_240_8.asc
diff --git a/man/bdist1.Rd b/man/bdist1.Rd
index 49d3ab4..90c032c 100644
--- a/man/bdist1.Rd
+++ b/man/bdist1.Rd
@@ -8,7 +8,8 @@ bdist1(
   measurement_date,
   cshp = read_cshapes(),
   past_result = NULL,
-  config = pg_current_config()
+  config = pg_current_config(),
+  geodesic = NULL
 )
 }
 \arguments{
@@ -21,9 +22,17 @@ Defaults to \code{\link{read_cshapes}()} if not provided.}
 \item{past_result}{A list object from a previous \code{bdist1} calculation.
 If boundaries haven't changed, the function returns this result directly,
 avoiding recomputation. Default is NULL.}
+
+\item{config}{A pg_config object, see \code{\link{pg_config()}}.}
+
+\item{geodesic}{Logical or NULL. If TRUE, computes distances in WGS84 using
+spherical (S2) geometry and reprojects the result to the config CRS. If
+FALSE, uses Euclidean distances in the config CRS. Default NULL
+auto-detects: geodesic for projected CRS (e.g. UTM), native for geographic
+CRS (e.g. WGS84, which terra already handles geodesically).}
 }
 \value{
-A list containing three elements:
+A list containing two elements:
 \itemize{
 \item \code{bdist1}: A \code{SpatRaster} with distances (km) from cell centroids
 to nearest international borders, masked to state system coverage
diff --git a/man/bdist2.Rd b/man/bdist2.Rd
index 9904fb8..46171c5 100644
--- a/man/bdist2.Rd
+++ b/man/bdist2.Rd
@@ -8,7 +8,8 @@ bdist2(
   measurement_date,
   cshp = read_cshapes(),
   past_result = NULL,
-  config = pg_current_config()
+  config = pg_current_config(),
+  geodesic = NULL
 )
 }
 \arguments{
@@ -21,6 +22,15 @@ Defaults to \code{\link{read_cshapes}()} if not provided.}
 \item{past_result}{A list object from a previous \code{bdist2} calculation.
 If boundaries haven't changed, the function returns this result directly,
 avoiding recomputation. Default is NULL.}
+
+\item{config}{A pg_config object, see \code{\link{pg_config()}}.}
+
+\item{geodesic}{Logical or NULL. If TRUE, uses spherical (S2/WGS84) geometry
+for distance calculations, projecting the result back to the config CRS.
+If FALSE, uses Euclidean distances in the config CRS, converting to meters
+via \code{terra::linearUnits()}. Default NULL auto-detects: geodesic for
+projected CRS (e.g. UTM), native for geographic CRS (e.g. WGS84, which is
+already geodesic via terra's internal handling).}
 }
 \value{
 A list containing three elements:
@@ -43,8 +53,10 @@ The function includes optimization logic that reuses previous calculations
 if country boundaries haven't changed since the last computation, significantly
 reducing processing time for temporal sequences.
 
-Distance calculations use spherical geometry (S2) for accurate measurements
-across the globe, particularly important for high-latitude regions.
+Distance calculations use spherical geometry (S2) with WGS84 projection for accurate
+measurements across the globe as default, particularly important for high-latitude regions.
+Users can use euclidean distances by setting geodesic = FALSE. This could be relevant,
+for instance with UTM projections for small extents.
 }
 \examples{
 \dontrun{
diff --git a/man/bdist3.Rd b/man/bdist3.Rd
index 3b7f05c..8b192b7 100644
--- a/man/bdist3.Rd
+++ b/man/bdist3.Rd
@@ -8,7 +8,8 @@ bdist3(
   measurement_date,
   cshp = read_cshapes(),
   past_result = NULL,
-  config = pg_current_config()
+  config = pg_current_config(),
+  geodesic = NULL
 )
 }
 \arguments{
@@ -21,9 +22,18 @@ Defaults to \code{\link{read_cshapes}()} if not provided.}
 \item{past_result}{A list object from a previous \code{bdist3} calculation.
 If boundaries haven't changed, the function returns this result directly,
 avoiding recomputation. Default is NULL.}
+
+\item{config}{A pg_config object, see \code{\link{pg_config()}}.}
+
+\item{geodesic}{Logical or NULL. If TRUE, computes distances in WGS84 using
+spherical (S2) geometry; \code{robust_transformation()} reprojects the
+result to the config CRS. If FALSE, uses Euclidean distances in the config
+CRS. Default NULL auto-detects: geodesic for projected CRS (e.g. UTM),
+native for geographic CRS (e.g. WGS84, which terra already handles
+geodesically).}
 }
 \value{
-A list containing three elements:
+A list containing two elements:
 \itemize{
 \item \code{bdist3}: A \code{SpatRaster} with distances (km) from cell centroids
 to the border of the country.
diff --git a/man/cshapes_cover.Rd b/man/cshapes_cover.Rd
index 3319850..1c9df44 100644
--- a/man/cshapes_cover.Rd
+++ b/man/cshapes_cover.Rd
@@ -16,10 +16,12 @@ cshapes_cover(
 boundary analysis. Must be within CShapes temporal coverage.}
 
 \item{min_cover}{Numeric. Minimum coverage threshold (0-1). Grid cells with
-state coverage below this value are set to NA. Default is 0 (any intersection).}
+state coverage below this value are set to NA. Default is 0.2 (20\% coverage required).}
 
 \item{cshp}{An \code{sf} object containing CShapes 2.0 boundary data.
 Defaults to \code{\link{read_cshapes}()} if not provided.}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
 }
 \description{
 Creates a binary raster mask indicating whether PRIO-GRID cells intersect
diff --git a/man/cshapes_cover_share.Rd b/man/cshapes_cover_share.Rd
index 49b6d9e..810dc7b 100644
--- a/man/cshapes_cover_share.Rd
+++ b/man/cshapes_cover_share.Rd
@@ -18,6 +18,8 @@ of the CShapes dataset (1886 onwards).}
 \item{cshp}{An \code{sf} object containing CShapes 2.0 boundary data with
 properly formatted date intervals. Defaults to \code{\link{read_cshapes}()}
 if not provided.}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
 }
 \description{
 Computes the proportion of each PRIO-GRID cell that intersects with country
diff --git a/man/cshapes_gwcode.Rd b/man/cshapes_gwcode.Rd
index 88a4f52..4b57a32 100644
--- a/man/cshapes_gwcode.Rd
+++ b/man/cshapes_gwcode.Rd
@@ -16,6 +16,8 @@ country assignment. Must be within the temporal range of the CShapes dataset.}
 
 \item{cshp}{An \code{sf} object containing CShapes 2.0 boundary data with
 Gleditsch-Ward country codes. Defaults to \code{\link{read_cshapes}()} if not provided.}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
 }
 \value{
 A \code{SpatRaster} object
@@ -29,7 +31,6 @@ coverage is assigned, with ties broken by selecting the lowest country code.
 \note{
 \itemize{
 \item Small countries or territories may not appear if they don't dominate any grid cells
-\item The function includes an assertion check to verify all countries are represented
 \item Future versions may include provisions for minority country representation
 }
 }
diff --git a/man/gen_bdist1.Rd b/man/gen_bdist1.Rd
index e8582e5..c0db165 100644
--- a/man/gen_bdist1.Rd
+++ b/man/gen_bdist1.Rd
@@ -4,11 +4,23 @@
 \alias{gen_bdist1}
 \title{Generate distance to nearest land-contiguous border over time (bdist1)}
 \usage{
-gen_bdist1(cshp = read_cshapes(), config = pg_current_config())
+gen_bdist1(
+  cshp = read_cshapes(),
+  config = pg_current_config(),
+  geodesic = NULL
+)
 }
 \arguments{
 \item{cshp}{An \code{sf} object containing CShapes 2.0 boundary data with
 temporal information. Defaults to \code{\link{read_cshapes}()} if not provided.}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
+
+\item{geodesic}{Logical or NULL. If TRUE, computes distances in WGS84 using
+spherical (S2) geometry and reprojects the result to the config CRS. If
+FALSE, uses Euclidean distances in the config CRS. Default NULL
+auto-detects: geodesic for projected CRS (e.g. UTM), native for geographic
+CRS (e.g. WGS84, which terra already handles geodesically).}
 }
 \value{
 A \code{SpatRaster} object
diff --git a/man/gen_bdist3.Rd b/man/gen_bdist3.Rd
index 08c4bc8..30d9309 100644
--- a/man/gen_bdist3.Rd
+++ b/man/gen_bdist3.Rd
@@ -4,7 +4,11 @@
 \alias{gen_bdist3}
 \title{Generate distance to a country's own borders (bdist3)}
 \usage{
-gen_bdist3(cshp = read_cshapes(), config = pg_current_config())
+gen_bdist3(
+  cshp = read_cshapes(),
+  config = pg_current_config(),
+  geodesic = NULL
+)
 }
 \arguments{
 \item{cshp}{An \code{sf} object containing CShapes 2.0 boundary data with
diff --git a/man/gen_cshapes_cover_share.Rd b/man/gen_cshapes_cover_share.Rd
index 6988d3c..d520a3a 100644
--- a/man/gen_cshapes_cover_share.Rd
+++ b/man/gen_cshapes_cover_share.Rd
@@ -9,6 +9,8 @@ gen_cshapes_cover_share(cshp = read_cshapes(), config = pg_current_config())
 \arguments{
 \item{cshp}{An \code{sf} object containing CShapes 2.0 boundary data.
 Defaults to \code{\link{read_cshapes}()} if not provided.}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
 }
 \value{
 A \code{SpatRaster} object
diff --git a/man/gen_cshapes_gwcode.Rd b/man/gen_cshapes_gwcode.Rd
index 939baf4..79766de 100644
--- a/man/gen_cshapes_gwcode.Rd
+++ b/man/gen_cshapes_gwcode.Rd
@@ -10,6 +10,8 @@ gen_cshapes_gwcode(cshp = read_cshapes(), config = pg_current_config())
 \item{cshp}{An \code{sf} object containing CShapes 2.0 boundary data with
 Gleditsch-Ward country codes and temporal information. Defaults to
 \code{\link{read_cshapes}()} if not provided.}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
 }
 \value{
 A \code{SpatRaster} object
diff --git a/man/gen_side_excluded.Rd b/man/gen_side_excluded.Rd
new file mode 100644
index 0000000..80d86fe
--- /dev/null
+++ b/man/gen_side_excluded.Rd
@@ -0,0 +1,22 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_side.R
+\name{gen_side_excluded}
+\alias{gen_side_excluded}
+\title{Generate Excluded Ethnic Population Shares from SIDE}
+\usage{
+gen_side_excluded(config = pg_current_config())
+}
+\arguments{
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}}.}
+}
+\value{
+A \code{SpatRaster} with excluded population shares for each PRIO-GRID
+cell. See \code{\link{side}} for full documentation.
+}
+\description{
+A convenience wrapper for \code{\link{side}} that extracts the share of
+the local population belonging to politically excluded ethnic groups.
+}
+\seealso{
+\code{\link{side}} for full documentation and parameters
+}
diff --git a/man/gen_side_included.Rd b/man/gen_side_included.Rd
new file mode 100644
index 0000000..b41a2ef
--- /dev/null
+++ b/man/gen_side_included.Rd
@@ -0,0 +1,22 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_side.R
+\name{gen_side_included}
+\alias{gen_side_included}
+\title{Generate Included Ethnic Population Shares from SIDE}
+\usage{
+gen_side_included(config = pg_current_config())
+}
+\arguments{
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}}.}
+}
+\value{
+A \code{SpatRaster} with included population shares for each PRIO-GRID
+cell. See \code{\link{side}} for full documentation.
+}
+\description{
+A convenience wrapper for \code{\link{side}} that extracts the share of
+the local population belonging to politically included ethnic groups.
+}
+\seealso{
+\code{\link{side}} for full documentation and parameters
+}
diff --git a/man/gen_side_irrelevant.Rd b/man/gen_side_irrelevant.Rd
new file mode 100644
index 0000000..e4da366
--- /dev/null
+++ b/man/gen_side_irrelevant.Rd
@@ -0,0 +1,22 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_side.R
+\name{gen_side_irrelevant}
+\alias{gen_side_irrelevant}
+\title{Generate Irrelevant Ethnic Population Shares from SIDE}
+\usage{
+gen_side_irrelevant(config = pg_current_config())
+}
+\arguments{
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}}.}
+}
+\value{
+A \code{SpatRaster} with irrelevant population shares for each PRIO-GRID
+cell. See \code{\link{side}} for full documentation.
+}
+\description{
+A convenience wrapper for \code{\link{side}} that extracts the share of
+the local population belonging to politically irrelevant ethnic groups.
+}
+\seealso{
+\code{\link{side}} for full documentation and parameters
+}
diff --git a/man/gen_ucdp_ged.Rd b/man/gen_ucdp_ged.Rd
index 8798035..8cd0d60 100644
--- a/man/gen_ucdp_ged.Rd
+++ b/man/gen_ucdp_ged.Rd
@@ -49,7 +49,7 @@ Alternative estimates (low, high) can be accessed through \code{\link{ucdp_ged}}
 \examples{
 \dontrun{
 # Generate standard UCDP GED variable
-ged_fatalities <- ged_ucdp_ged()
+ged_fatalities <- gen_ucdp_ged()
 
 # Examine the result
 print(ged_fatalities)
diff --git a/man/ghs_wup_degurba.Rd b/man/ghs_wup_degurba.Rd
index 5f40983..775e9cc 100644
--- a/man/ghs_wup_degurba.Rd
+++ b/man/ghs_wup_degurba.Rd
@@ -9,6 +9,8 @@ ghs_wup_degurba(urban_definition, config = pg_current_config())
 \arguments{
 \item{urban_definition}{Numeric vector of DEGURBA codes to classify as urban.
 Valid codes are: 10, 11, 12, 13, 21, 22, 23, 30. See Details for code meanings.}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
 }
 \value{
 A \code{SpatRaster} object with values ranging from 0 to 1, representing
diff --git a/man/leda_matches.Rd b/man/leda_matches.Rd
new file mode 100644
index 0000000..0dc321d
--- /dev/null
+++ b/man/leda_matches.Rd
@@ -0,0 +1,31 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{leda_matches}
+\alias{leda_matches}
+\title{SIDE-LEDA Match Table}
+\format{
+\subsection{\code{leda_matches}}{
+
+A data frame with 5 columns:
+\describe{
+\item{iso3c}{Three-letter country code.}
+\item{side_group}{SIDE ethnic group label.}
+\item{year}{Calendar year.}
+\item{link_year_source}{Whether the SIDE-EPR year match was observed or carried by the upstream workflow.}
+\item{status3}{Collapsed EPR status category: included, excluded, or irrelevant.}
+}
+}
+}
+\usage{
+leda_matches
+}
+\description{
+Preprocessed annual links between SIDE ethnic groups and their annual
+political relevance categories derived from LEDA/EPR matching.
+}
+\details{
+This dataset is bundled with the package so the expensive LEDA matching
+workflow does not have to run every time SIDE is aggregated to PRIO-GRID.
+}
+\keyword{datasets}
diff --git a/man/read_ghs_wup_degurba.Rd b/man/read_ghs_wup_degurba.Rd
index 15b1262..1ed2783 100644
--- a/man/read_ghs_wup_degurba.Rd
+++ b/man/read_ghs_wup_degurba.Rd
@@ -6,6 +6,9 @@
 \usage{
 read_ghs_wup_degurba(config = pg_current_config())
 }
+\arguments{
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
+}
 \value{
 A \code{SpatRaster} object with DEGURBA classification codes
 }
diff --git a/man/read_side.Rd b/man/read_side.Rd
new file mode 100644
index 0000000..6cb612b
--- /dev/null
+++ b/man/read_side.Rd
@@ -0,0 +1,29 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_side.R
+\name{read_side}
+\alias{read_side}
+\title{Read SIDE Ethnic Map Metadata and Local Files}
+\usage{
+read_side()
+}
+\value{
+A list with two elements:
+\itemize{
+\item \code{meta}: a tibble of SIDE ethnic map metadata with local raster paths
+\item \code{matches}: the bundled annual SIDE-LEDA match table
+}
+}
+\description{
+Downloads or locates the raw SIDE ethnic raster files registered in PRIO-GRID
+metadata, then joins those files to SIDE's map metadata and the bundled
+annual \code{leda_matches} table.
+}
+\details{
+The function uses the SIDE source entry in \link{pgsources} to retrieve the raw
+ASCII rasters from the ETH SIDE server when they are missing locally. It
+returns the local file paths together with map metadata from
+\code{sidedata::side_metadata()}, restricted to the ethnic marker.
+}
+\references{
+\insertRef{spatial-data-on-ethnicity}{priogrid}
+}
diff --git a/man/read_ucdp_ged.Rd b/man/read_ucdp_ged.Rd
index fd94d82..db398a7 100644
--- a/man/read_ucdp_ged.Rd
+++ b/man/read_ucdp_ged.Rd
@@ -73,5 +73,5 @@ events_2020 <- ged_data[year(ged_data$date_start) == 2020, ]
 }
 \seealso{
 \code{\link{ucdp_ged}} for rasterizing events to PRIO-GRID,
-\code{\link{ged_ucdp_ged}} for generating the standard UCDP GED variable
+\code{\link{gen_ucdp_ged}} for generating the standard UCDP GED variable
 }
diff --git a/man/robust_transformation.Rd b/man/robust_transformation.Rd
index 40be6f2..814fbce 100644
--- a/man/robust_transformation.Rd
+++ b/man/robust_transformation.Rd
@@ -34,9 +34,9 @@ operations. Defaults to 1. Higher values can speed up processing of large datase
 \value{
 SpatRaster object conforming to PRIO-GRID specifications:
 \itemize{
-\item CRS: As specified in global options (default: EPSG:4326)
-\item Extent: As specified in global options (default: global extent)
-\item Resolution: Calculated from nrow/ncol in global options
+\item CRS: As specified in \code{config} (default: EPSG:4326)
+\item Extent: As specified in \code{config} (default: global extent)
+\item Resolution: Calculated from \code{nrow}/\code{ncol} in \code{config}
 \item Grid alignment: Exactly matched to PRIO-GRID cell boundaries
 }
 }
diff --git a/man/side.Rd b/man/side.Rd
new file mode 100644
index 0000000..d0d8562
--- /dev/null
+++ b/man/side.Rd
@@ -0,0 +1,81 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_side.R
+\name{side}
+\alias{side}
+\title{Generate PRIO-GRID Ethnic Settlement Shares by Political Status from SIDE}
+\usage{
+side(
+  status = c("excluded", "included", "irrelevant"),
+  config = pg_current_config()
+)
+}
+\arguments{
+\item{status}{Character. Political status category to extract. One of
+\code{"excluded"} (groups excluded from central government power),
+\code{"included"} (groups represented in government), or
+\code{"irrelevant"} (groups not relevant to central power).}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}}.}
+}
+\value{
+A \code{SpatRaster} object (terra package) conforming to the
+PRIO-GRID specification defined in \code{config}. Each cell contains the
+summed population share of ethnic groups with the requested political status.
+The raster contains:
+\itemize{
+\item Values: Shares ranging from 0 (none of the cell population has this
+status) to 1 (all of the cell population has this status); values can
+exceed 1 where group territories overlap
+\item Layers: One layer per date interval in \code{pg_date_intervals(config)}
+\item Layer names: Dates in YYYY-MM-DD format
+}
+}
+\description{
+Aggregates annual SIDE ethnic settlement shares to PRIO-GRID cells for one
+political status category at a time. Each cell contains the summed share of
+the local population belonging to ethnic groups with the selected status in
+that year.
+}
+\details{
+SIDE (Spatially Interpolated Data on Ethnicity) provides raster surfaces
+representing the settlement patterns of ethnic groups. This function links
+those surfaces to political status via the bundled \code{leda_matches} table,
+which connects SIDE groups to the EPR (Ethnic Power Relations) typology.
+
+The processing pipeline:
+\itemize{
+\item Filters \code{leda_matches} to the requested status category
+\item Averages each group's surface across all available SIDE map rounds
+\item For each year in the config date range, sums the averaged surfaces of
+all groups with that status
+\item Reprojects and aggregates the native SIDE raster to PRIO-GRID
+resolution using mean aggregation
+\item Returns one layer per date in \code{pg_date_intervals(config)}
+}
+}
+\examples{
+\dontrun{
+# Generate excluded population shares at default PRIO-GRID resolution
+excluded <- side("excluded")
+print(excluded)
+
+# Plot excluded share for a specific year
+terra::plot(excluded[["2010-12-31"]], main = "Excluded ethnic population share 2010")
+
+# Use a custom config with a restricted date range
+cfg <- pg_config(start_date = as.Date("2000-12-31"),
+                 end_date   = as.Date("2010-12-31"),
+                 temporal_resolution = "1 year")
+excluded_2000s <- side("excluded", config = cfg)
+}
+
+}
+\references{
+\insertRef{spatial-data-on-ethnicity}{priogrid}
+}
+\seealso{
+\code{\link{read_side}} for reading the raw SIDE surfaces and match table,
+\code{\link{gen_side_excluded}}, \code{\link{gen_side_included}},
+\code{\link{gen_side_irrelevant}} for convenience wrappers,
+\code{\link{pg_date_intervals}} for PRIO-GRID temporal coverage
+}
diff --git a/man/ucdp_ged.Rd b/man/ucdp_ged.Rd
index 40df7fd..b54bcd9 100644
--- a/man/ucdp_ged.Rd
+++ b/man/ucdp_ged.Rd
@@ -107,6 +107,6 @@ terra::plot(total_fatalities, main = "Total Fatalities (All Periods)")
 }
 \seealso{
 \code{\link{read_ucdp_ged}} for loading raw UCDP GED data,
-\code{\link{ged_ucdp_ged}} for the standard generator function,
+\code{\link{gen_ucdp_ged}} for the standard generator function,
 \code{\link{pg_date_intervals}} for PRIO-GRID temporal structure
 }
diff --git a/man/ucdpged_distance_within_country.Rd b/man/ucdpged_distance_within_country.Rd
new file mode 100644
index 0000000..5ce2703
--- /dev/null
+++ b/man/ucdpged_distance_within_country.Rd
@@ -0,0 +1,48 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data_ucdp.R
+\name{ucdpged_distance_within_country}
+\alias{ucdpged_distance_within_country}
+\title{Distance to nearest UCDP GED event within each country}
+\usage{
+ucdpged_distance_within_country(
+  measurement_date,
+  ged = read_ucdp_ged(),
+  cshp = read_cshapes(),
+  config = pg_current_config(),
+  geodesic = NULL
+)
+}
+\arguments{
+\item{measurement_date}{A single \code{Date} object specifying the measurement date.}
+
+\item{ged}{An \code{sf} object containing UCDP GED data. Defaults to
+\code{\link{read_ucdp_ged}()}.}
+
+\item{cshp}{An \code{sf} object containing CShapes 2.0 boundary data. Defaults to
+\code{\link{read_cshapes}()}.}
+
+\item{config}{A \code{pg_config} object. Defaults to \code{\link{pg_current_config}()}.}
+
+\item{geodesic}{Logical or NULL. If TRUE, computes distances in WGS84 using
+spherical (S2) geometry and reprojects the result to the config CRS. If
+FALSE, uses Euclidean distances in the config CRS. Default NULL
+auto-detects: geodesic for projected CRS (e.g. UTM), native for geographic
+CRS (e.g. WGS84, which terra already handles geodesically).}
+}
+\value{
+A \code{SpatRaster} with distances in meters to the nearest conflict event
+within the same country. NA indicates no events recorded in that country for
+the period.
+}
+\description{
+For each PRIO-GRID cell, computes the distance (in meters) to the nearest
+UCDP GED conflict event that occurred within the same country during the
+period containing \code{measurement_date}. Cells in countries with no
+recorded events are set to NA (not 0), to distinguish absence of events
+from proximity to events. Events with spatial precision code >= 6
+(national-level or coarser) are excluded.
+}
+\seealso{
+\code{\link{ucdp_ged}} for fatality-count rasters,
+\code{\link{read_ucdp_ged}} for loading raw UCDP GED data
+}
diff --git a/man/urban_extent.Rd b/man/urban_extent.Rd
index 4926c23..650f707 100644
--- a/man/urban_extent.Rd
+++ b/man/urban_extent.Rd
@@ -9,7 +9,8 @@ urban_extent(
   lat,
   measurement_date,
   urban_definition = c(21, 22, 23, 30),
-  max_extent = 1e+06
+  max_extent = 1e+06,
+  config = pg_current_config()
 )
 }
 \arguments{
diff --git a/renv/activate.R b/renv/activate.R
index 6487d06..112bf54 100644
--- a/renv/activate.R
+++ b/renv/activate.R
@@ -98,94 +98,94 @@ local({
   if ("renv" %in% loadedNamespaces())
     unloadNamespace("renv")
 
-  # load bootstrap tools   
+  # load bootstrap tools
   ansify <- function(text) {
     if (renv_ansify_enabled())
       renv_ansify_enhanced(text)
     else
       renv_ansify_default(text)
   }
-  
+
   renv_ansify_enabled <- function() {
-  
+
     override <- Sys.getenv("RENV_ANSIFY_ENABLED", unset = NA)
     if (!is.na(override))
       return(as.logical(override))
-  
+
     pane <- Sys.getenv("RSTUDIO_CHILD_PROCESS_PANE", unset = NA)
     if (identical(pane, "build"))
       return(FALSE)
-  
+
     testthat <- Sys.getenv("TESTTHAT", unset = "false")
     if (tolower(testthat) %in% "true")
       return(FALSE)
-  
+
     iderun <- Sys.getenv("R_CLI_HAS_HYPERLINK_IDE_RUN", unset = "false")
     if (tolower(iderun) %in% "false")
       return(FALSE)
-  
+
     TRUE
-  
+
   }
-  
+
   renv_ansify_default <- function(text) {
     text
   }
-  
+
   renv_ansify_enhanced <- function(text) {
-  
+
     # R help links
     pattern <- "`\\?(renv::(?:[^`])+)`"
     replacement <- "`\033]8;;x-r-help:\\1\a?\\1\033]8;;\a`"
     text <- gsub(pattern, replacement, text, perl = TRUE)
-  
+
     # runnable code
     pattern <- "`(renv::(?:[^`])+)`"
     replacement <- "`\033]8;;x-r-run:\\1\a\\1\033]8;;\a`"
     text <- gsub(pattern, replacement, text, perl = TRUE)
-  
+
     # return ansified text
     text
-  
+
   }
-  
+
   renv_ansify_init <- function() {
-  
+
     envir <- renv_envir_self()
     if (renv_ansify_enabled())
       assign("ansify", renv_ansify_enhanced, envir = envir)
     else
       assign("ansify", renv_ansify_default, envir = envir)
-  
+
   }
-  
+
   `%||%` <- function(x, y) {
     if (is.null(x)) y else x
   }
-  
+
   catf <- function(fmt, ..., appendLF = TRUE) {
-  
+
     quiet <- getOption("renv.bootstrap.quiet", default = FALSE)
     if (quiet)
       return(invisible())
-  
+
     # also check for config environment variables that should suppress messages
     # https://github.com/rstudio/renv/issues/2214
     enabled <- Sys.getenv("RENV_CONFIG_STARTUP_QUIET", unset = NA)
     if (!is.na(enabled) && tolower(enabled) %in% c("true", "1"))
       return(invisible())
-  
+
     enabled <- Sys.getenv("RENV_CONFIG_SYNCHRONIZED_CHECK", unset = NA)
     if (!is.na(enabled) && tolower(enabled) %in% c("false", "0"))
       return(invisible())
-  
+
     msg <- sprintf(fmt, ...)
     cat(msg, file = stdout(), sep = if (appendLF) "\n" else "")
-  
+
     invisible(msg)
-  
+
   }
-  
+
   header <- function(label,
                      ...,
                      prefix = "#",
@@ -196,39 +196,39 @@ local({
     n <- max(n - nchar(label) - nchar(prefix) - 2L, 8L)
     if (n <= 0)
       return(paste(prefix, label))
-  
+
     tail <- paste(rep.int(suffix, n), collapse = "")
     paste0(prefix, " ", label, " ", tail)
-  
+
   }
-  
+
   heredoc <- function(text, leave = 0) {
-  
+
     # remove leading, trailing whitespace
     trimmed <- gsub("^\\s*\\n|\\n\\s*$", "", text)
-  
+
     # split into lines
     lines <- strsplit(trimmed, "\n", fixed = TRUE)[[1L]]
-  
+
     # compute common indent
     indent <- regexpr("[^[:space:]]", lines)
     common <- min(setdiff(indent, -1L)) - leave
     text <- paste(substring(lines, common), collapse = "\n")
-  
+
     # substitute in ANSI links for executable renv code
     ansify(text)
-  
+
   }
-  
+
   bootstrap <- function(version, library) {
-  
+
     friendly <- renv_bootstrap_version_friendly(version)
     section <- header(sprintf("Bootstrapping renv %s", friendly))
     catf(section)
-  
+
     # ensure the target library path exists; required for file.copy(..., recursive = TRUE)
     dir.create(library, showWarnings = FALSE, recursive = TRUE)
-  
+
     # try to install renv from cache
     md5 <- attr(version, "md5", exact = TRUE)
     if (length(md5)) {
@@ -239,7 +239,7 @@ local({
           return(invisible())
       }
     }
-  
+
     # attempt to download renv
     catf("- Downloading renv ... ", appendLF = FALSE)
     withCallingHandlers(
@@ -251,7 +251,7 @@ local({
     )
     catf("OK")
     on.exit(unlink(tarball), add = TRUE)
-  
+
     # now attempt to install
     catf("- Installing renv  ... ", appendLF = FALSE)
     withCallingHandlers(
@@ -262,184 +262,184 @@ local({
       }
     )
     catf("OK")
-  
+
     # add empty line to break up bootstrapping from normal output
     catf("")
     return(invisible())
   }
-  
+
   renv_bootstrap_tests_running <- function() {
     getOption("renv.tests.running", default = FALSE)
   }
-  
+
   renv_bootstrap_repos <- function() {
-  
+
     # get CRAN repository
     cran <- getOption("renv.repos.cran", "https://cloud.r-project.org")
-  
+
     # check for repos override
     repos <- Sys.getenv("RENV_CONFIG_REPOS_OVERRIDE", unset = NA)
     if (!is.na(repos)) {
-  
+
       # split on ';' if present
       parts <- strsplit(repos, ";", fixed = TRUE)[[1L]]
-  
+
       # split into named repositories if present
       idx <- regexpr("=", parts, fixed = TRUE)
       keys <- substring(parts, 1L, idx - 1L)
       vals <- substring(parts, idx + 1L)
       names(vals) <- keys
-  
+
       # if we have a single unnamed repository, call it CRAN
       if (length(vals) == 1L && identical(keys, ""))
         names(vals) <- "CRAN"
-  
+
       return(vals)
-  
+
     }
-  
+
     # check for lockfile repositories
     repos <- tryCatch(renv_bootstrap_repos_lockfile(), error = identity)
     if (!inherits(repos, "error") && length(repos))
       return(repos)
-  
+
     # retrieve current repos
     repos <- getOption("repos")
-  
+
     # ensure @CRAN@ entries are resolved
     repos[repos == "@CRAN@"] <- cran
-  
+
     # add in renv.bootstrap.repos if set
     default <- c(FALLBACK = "https://cloud.r-project.org")
     extra <- getOption("renv.bootstrap.repos", default = default)
     repos <- c(repos, extra)
-  
+
     # remove duplicates that might've snuck in
     dupes <- duplicated(repos) | duplicated(names(repos))
     repos[!dupes]
-  
+
   }
-  
+
   renv_bootstrap_repos_lockfile <- function() {
-  
+
     lockpath <- Sys.getenv("RENV_PATHS_LOCKFILE", unset = "renv.lock")
     if (!file.exists(lockpath))
       return(NULL)
-  
+
     lockfile <- tryCatch(renv_json_read(lockpath), error = identity)
     if (inherits(lockfile, "error")) {
       warning(lockfile)
       return(NULL)
     }
-  
+
     repos <- lockfile$R$Repositories
     if (length(repos) == 0)
       return(NULL)
-  
+
     keys <- vapply(repos, `[[`, "Name", FUN.VALUE = character(1))
     vals <- vapply(repos, `[[`, "URL", FUN.VALUE = character(1))
     names(vals) <- keys
-  
+
     return(vals)
-  
+
   }
-  
+
   renv_bootstrap_download <- function(version) {
-  
+
     sha <- attr(version, "sha", exact = TRUE)
-  
+
     methods <- if (!is.null(sha)) {
-  
+
       # attempting to bootstrap a development version of renv
       c(
         function() renv_bootstrap_download_tarball(sha),
         function() renv_bootstrap_download_github(sha)
       )
-  
+
     } else {
-  
+
       # attempting to bootstrap a release version of renv
       c(
         function() renv_bootstrap_download_tarball(version),
         function() renv_bootstrap_download_cran_latest(version),
         function() renv_bootstrap_download_cran_archive(version)
       )
-  
+
     }
-  
+
     for (method in methods) {
       path <- tryCatch(method(), error = identity)
       if (is.character(path) && file.exists(path))
         return(path)
     }
-  
+
     stop("All download methods failed")
-  
+
   }
-  
+
   renv_bootstrap_download_impl <- function(url, destfile) {
-  
+
     mode <- "wb"
-  
+
     # https://bugs.r-project.org/bugzilla/show_bug.cgi?id=17715
     fixup <-
       Sys.info()[["sysname"]] == "Windows" &&
       substring(url, 1L, 5L) == "file:"
-  
+
     if (fixup)
       mode <- "w+b"
-  
+
     args <- list(
       url      = url,
       destfile = destfile,
       mode     = mode,
       quiet    = TRUE
     )
-  
+
     if ("headers" %in% names(formals(utils::download.file))) {
       headers <- renv_bootstrap_download_custom_headers(url)
       if (length(headers) && is.character(headers))
         args$headers <- headers
     }
-  
+
     do.call(utils::download.file, args)
-  
+
   }
-  
+
   renv_bootstrap_download_custom_headers <- function(url) {
-  
+
     headers <- getOption("renv.download.headers")
     if (is.null(headers))
       return(character())
-  
+
     if (!is.function(headers))
       stopf("'renv.download.headers' is not a function")
-  
+
     headers <- headers(url)
     if (length(headers) == 0L)
       return(character())
-  
+
     if (is.list(headers))
       headers <- unlist(headers, recursive = FALSE, use.names = TRUE)
-  
+
     ok <-
       is.character(headers) &&
       is.character(names(headers)) &&
       all(nzchar(names(headers)))
-  
+
     if (!ok)
       stop("invocation of 'renv.download.headers' did not return a named character vector")
-  
+
     headers
-  
+
   }
-  
+
   renv_bootstrap_download_cran_latest <- function(version) {
-  
+
     spec <- renv_bootstrap_download_cran_latest_find(version)
     type  <- spec$type
     repos <- spec$repos
-  
+
     baseurl <- utils::contrib.url(repos = repos, type = type)
     ext <- if (identical(type, "source"))
       ".tar.gz"
@@ -449,39 +449,39 @@ local({
       ".tgz"
     name <- sprintf("renv_%s%s", version, ext)
     url <- paste(baseurl, name, sep = "/")
-  
+
     destfile <- file.path(tempdir(), name)
     status <- tryCatch(
       renv_bootstrap_download_impl(url, destfile),
       condition = identity
     )
-  
+
     if (inherits(status, "condition"))
       return(FALSE)
-  
+
     # report success and return
     destfile
-  
+
   }
-  
+
   renv_bootstrap_download_cran_latest_find <- function(version) {
-  
+
     # check whether binaries are supported on this system
     binary <-
       getOption("renv.bootstrap.binary", default = TRUE) &&
       !identical(.Platform$pkgType, "source") &&
       !identical(getOption("pkgType"), "source") &&
       Sys.info()[["sysname"]] %in% c("Darwin", "Windows")
-  
+
     types <- c(if (binary) "binary", "source")
-  
+
     # iterate over types + repositories
     for (type in types) {
       for (repos in renv_bootstrap_repos()) {
-  
+
         # build arguments for utils::available.packages() call
         args <- list(type = type, repos = repos)
-  
+
         # add custom headers if available -- note that
         # utils::available.packages() will pass this to download.file()
         if ("headers" %in% names(formals(utils::download.file))) {
@@ -489,7 +489,7 @@ local({
           if (length(headers) && is.character(headers))
             args$headers <- headers
         }
-  
+
         # retrieve package database
         db <- tryCatch(
           as.data.frame(
@@ -498,67 +498,67 @@ local({
           ),
           error = identity
         )
-  
+
         if (inherits(db, "error"))
           next
-  
+
         # check for compatible entry
         entry <- db[db$Package %in% "renv" & db$Version %in% version, ]
         if (nrow(entry) == 0)
           next
-  
+
         # found it; return spec to caller
         spec <- list(entry = entry, type = type, repos = repos)
         return(spec)
-  
+
       }
     }
-  
+
     # if we got here, we failed to find renv
     fmt <- "renv %s is not available from your declared package repositories"
     stop(sprintf(fmt, version))
-  
+
   }
-  
+
   renv_bootstrap_download_cran_archive <- function(version) {
-  
+
     name <- sprintf("renv_%s.tar.gz", version)
     repos <- renv_bootstrap_repos()
     urls <- file.path(repos, "src/contrib/Archive/renv", name)
     destfile <- file.path(tempdir(), name)
-  
+
     for (url in urls) {
-  
+
       status <- tryCatch(
         renv_bootstrap_download_impl(url, destfile),
         condition = identity
       )
-  
+
       if (identical(status, 0L))
         return(destfile)
-  
+
     }
-  
+
     return(FALSE)
-  
+
   }
-  
+
   renv_bootstrap_find <- function(version) {
-  
+
     path <- renv_bootstrap_find_cache(version)
     if (length(path) && file.exists(path)) {
       catf("- Using renv %s from global package cache", version)
       return(path)
     }
-  
+
   }
-  
+
   renv_bootstrap_find_cache <- function(version) {
-  
+
     md5 <- attr(version, "md5", exact = TRUE)
     if (is.null(md5))
       return()
-  
+
     # infer path to renv cache
     cache <- Sys.getenv("RENV_PATHS_CACHE", unset = "")
     if (!nzchar(cache)) {
@@ -566,7 +566,7 @@ local({
       if (!is.na(root))
         cache <- file.path(root, "cache")
     }
-  
+
     if (!nzchar(cache)) {
       tools <- asNamespace("tools")
       if (is.function(tools$R_user_dir)) {
@@ -574,7 +574,7 @@ local({
         cache <- file.path(root, "cache")
       }
     }
-  
+
     # start completing path to cache
     file.path(
       cache,
@@ -585,41 +585,41 @@ local({
       md5,
       "renv"
     )
-  
+
   }
-  
+
   renv_bootstrap_download_tarball <- function(version) {
-  
+
     # if the user has provided the path to a tarball via
     # an environment variable, then use it
     tarball <- Sys.getenv("RENV_BOOTSTRAP_TARBALL", unset = NA)
     if (is.na(tarball))
       return()
-  
+
     # allow directories
     if (dir.exists(tarball)) {
       name <- sprintf("renv_%s.tar.gz", version)
       tarball <- file.path(tarball, name)
     }
-  
+
     # bail if it doesn't exist
     if (!file.exists(tarball)) {
-  
+
       # let the user know we weren't able to honour their request
       fmt <- "- RENV_BOOTSTRAP_TARBALL is set (%s) but does not exist."
       msg <- sprintf(fmt, tarball)
       warning(msg)
-  
+
       # bail
       return()
-  
+
     }
-  
+
     catf("- Using local tarball '%s'.", tarball)
     tarball
-  
+
   }
-  
+
   renv_bootstrap_github_token <- function() {
     for (envvar in c("GITHUB_TOKEN", "GITHUB_PAT", "GH_TOKEN")) {
       envval <- Sys.getenv(envvar, unset = NA)
@@ -627,18 +627,18 @@ local({
         return(envval)
     }
   }
-  
+
   renv_bootstrap_download_github <- function(version) {
-  
+
     enabled <- Sys.getenv("RENV_BOOTSTRAP_FROM_GITHUB", unset = "TRUE")
     if (!identical(enabled, "TRUE"))
       return(FALSE)
-  
+
     # prepare download options
     token <- renv_bootstrap_github_token()
     if (is.null(token))
       token <- ""
-  
+
     if (nzchar(Sys.which("curl")) && nzchar(token)) {
       fmt <- "--location --fail --header \"Authorization: token %s\""
       extra <- sprintf(fmt, token)
@@ -652,25 +652,25 @@ local({
       options(download.file.method = "wget", download.file.extra = extra)
       on.exit(do.call(base::options, saved), add = TRUE)
     }
-  
+
     url <- file.path("https://api.github.com/repos/rstudio/renv/tarball", version)
     name <- sprintf("renv_%s.tar.gz", version)
     destfile <- file.path(tempdir(), name)
-  
+
     status <- tryCatch(
       renv_bootstrap_download_impl(url, destfile),
       condition = identity
     )
-  
+
     if (!identical(status, 0L))
       return(FALSE)
-  
+
     renv_bootstrap_download_augment(destfile)
-  
+
     return(destfile)
-  
+
   }
-  
+
   # Add Sha to DESCRIPTION. This is stop gap until #890, after which we
   # can use renv::install() to fully capture metadata.
   renv_bootstrap_download_augment <- function(destfile) {
@@ -678,13 +678,13 @@ local({
     if (is.null(sha)) {
       return()
     }
-  
+
     # Untar
     tempdir <- tempfile("renv-github-")
     on.exit(unlink(tempdir, recursive = TRUE), add = TRUE)
     untar(destfile, exdir = tempdir)
     pkgdir <- dir(tempdir, full.names = TRUE)[[1]]
-  
+
     # Modify description
     desc_path <- file.path(pkgdir, "DESCRIPTION")
     desc_lines <- readLines(desc_path)
@@ -698,190 +698,190 @@ local({
       paste("RemoteSha: ", sha)
     )
     writeLines(c(desc_lines[desc_lines != ""], remotes_fields), con = desc_path)
-  
+
     # Re-tar
     local({
       old <- setwd(tempdir)
       on.exit(setwd(old), add = TRUE)
-  
+
       tar(destfile, compression = "gzip")
     })
     invisible()
   }
-  
+
   # Extract the commit hash from a git archive. Git archives include the SHA1
   # hash as the comment field of the tarball pax extended header
   # (see https://www.kernel.org/pub/software/scm/git/docs/git-archive.html)
   # For GitHub archives this should be the first header after the default one
   # (512 byte) header.
   renv_bootstrap_git_extract_sha1_tar <- function(bundle) {
-  
+
     # open the bundle for reading
     # We use gzcon for everything because (from ?gzcon)
     # > Reading from a connection which does not supply a 'gzip' magic
     # > header is equivalent to reading from the original connection
     conn <- gzcon(file(bundle, open = "rb", raw = TRUE))
     on.exit(close(conn))
-  
+
     # The default pax header is 512 bytes long and the first pax extended header
     # with the comment should be 51 bytes long
     # `52 comment=` (11 chars) + 40 byte SHA1 hash
     len <- 0x200 + 0x33
     res <- rawToChar(readBin(conn, "raw", n = len)[0x201:len])
-  
+
     if (grepl("^52 comment=", res)) {
       sub("52 comment=", "", res)
     } else {
       NULL
     }
   }
-  
+
   renv_bootstrap_install <- function(version, tarball, library) {
-  
+
     # attempt to install it into project library
     dir.create(library, showWarnings = FALSE, recursive = TRUE)
     output <- renv_bootstrap_install_impl(library, tarball)
-  
+
     # check for successful install
     status <- attr(output, "status")
     if (is.null(status) || identical(status, 0L))
       return(status)
-  
+
     # an error occurred; report it
     header <- "installation of renv failed"
     lines <- paste(rep.int("=", nchar(header)), collapse = "")
     text <- paste(c(header, lines, output), collapse = "\n")
     stop(text)
-  
+
   }
-  
+
   renv_bootstrap_install_impl <- function(library, tarball) {
-  
+
     # invoke using system2 so we can capture and report output
     bin <- R.home("bin")
     exe <- if (Sys.info()[["sysname"]] == "Windows") "R.exe" else "R"
     R <- file.path(bin, exe)
-  
+
     args <- c(
       "--vanilla", "CMD", "INSTALL", "--no-multiarch",
       "-l", shQuote(path.expand(library)),
       shQuote(path.expand(tarball))
     )
-  
+
     system2(R, args, stdout = TRUE, stderr = TRUE)
-  
+
   }
-  
+
   renv_bootstrap_platform_prefix_default <- function() {
-  
+
     # read version component
     version <- Sys.getenv("RENV_PATHS_VERSION", unset = "R-%v")
-  
+
     # expand placeholders
     placeholders <- list(
       list("%v", format(getRversion()[1, 1:2])),
       list("%V", format(getRversion()[1, 1:3]))
     )
-  
+
     for (placeholder in placeholders)
       version <- gsub(placeholder[[1L]], placeholder[[2L]], version, fixed = TRUE)
-  
+
     # include SVN revision for development versions of R
     # (to avoid sharing platform-specific artefacts with released versions of R)
     devel <-
       identical(R.version[["status"]],   "Under development (unstable)") ||
       identical(R.version[["nickname"]], "Unsuffered Consequences")
-  
+
     if (devel)
       version <- paste(version, R.version[["svn rev"]], sep = "-r")
-  
+
     version
-  
+
   }
-  
+
   renv_bootstrap_platform_prefix <- function() {
-  
+
     # construct version prefix
     version <- renv_bootstrap_platform_prefix_default()
-  
+
     # build list of path components
     components <- c(version, R.version$platform)
-  
+
     # include prefix if provided by user
     prefix <- renv_bootstrap_platform_prefix_impl()
     if (!is.na(prefix) && nzchar(prefix))
       components <- c(prefix, components)
-  
+
     # build prefix
     paste(components, collapse = "/")
-  
+
   }
-  
+
   renv_bootstrap_platform_prefix_impl <- function() {
-  
+
     # if an explicit prefix has been supplied, use it
     prefix <- Sys.getenv("RENV_PATHS_PREFIX", unset = NA)
     if (!is.na(prefix))
       return(prefix)
-  
+
     # if the user has requested an automatic prefix, generate it
     auto <- Sys.getenv("RENV_PATHS_PREFIX_AUTO", unset = NA)
     if (is.na(auto) && getRversion() >= "4.4.0")
       auto <- "TRUE"
-  
+
     if (auto %in% c("TRUE", "True", "true", "1"))
       return(renv_bootstrap_platform_prefix_auto())
-  
+
     # empty string on failure
     ""
-  
+
   }
-  
+
   renv_bootstrap_platform_prefix_auto <- function() {
-  
+
     prefix <- tryCatch(renv_bootstrap_platform_os(), error = identity)
     if (inherits(prefix, "error") || prefix %in% "unknown") {
-  
+
       msg <- paste(
         "failed to infer current operating system",
         "please file a bug report at https://github.com/rstudio/renv/issues",
         sep = "; "
       )
-  
+
       warning(msg)
-  
+
     }
-  
+
     prefix
-  
+
   }
-  
+
   renv_bootstrap_platform_os <- function() {
-  
+
     sysinfo <- Sys.info()
     sysname <- sysinfo[["sysname"]]
-  
+
     # handle Windows + macOS up front
     if (sysname == "Windows")
       return("windows")
     else if (sysname == "Darwin")
       return("macos")
-  
+
     # check for os-release files
     for (file in c("/etc/os-release", "/usr/lib/os-release"))
       if (file.exists(file))
         return(renv_bootstrap_platform_os_via_os_release(file, sysinfo))
-  
+
     # check for redhat-release files
     if (file.exists("/etc/redhat-release"))
       return(renv_bootstrap_platform_os_via_redhat_release())
-  
+
     "unknown"
-  
+
   }
-  
+
   renv_bootstrap_platform_os_via_os_release <- function(file, sysinfo) {
-  
+
     # read /etc/os-release
     release <- utils::read.table(
       file             = file,
@@ -891,13 +891,13 @@ local({
       comment.char     = "#",
       stringsAsFactors = FALSE
     )
-  
+
     vars <- as.list(release$Value)
     names(vars) <- release$Key
-  
+
     # get os name
     os <- tolower(sysinfo[["sysname"]])
-  
+
     # read id
     id <- "unknown"
     for (field in c("ID", "ID_LIKE")) {
@@ -906,7 +906,7 @@ local({
         break
       }
     }
-  
+
     # read version
     version <- "unknown"
     for (field in c("UBUNTU_CODENAME", "VERSION_CODENAME", "VERSION_ID", "BUILD_ID")) {
@@ -915,17 +915,17 @@ local({
         break
       }
     }
-  
+
     # join together
     paste(c(os, id, version), collapse = "-")
-  
+
   }
-  
+
   renv_bootstrap_platform_os_via_redhat_release <- function() {
-  
+
     # read /etc/redhat-release
     contents <- readLines("/etc/redhat-release", warn = FALSE)
-  
+
     # infer id
     id <- if (grepl("centos", contents, ignore.case = TRUE))
       "centos"
@@ -933,73 +933,73 @@ local({
       "redhat"
     else
       "unknown"
-  
+
     # try to find a version component (very hacky)
     version <- "unknown"
-  
+
     parts <- strsplit(contents, "[[:space:]]")[[1L]]
     for (part in parts) {
-  
+
       nv <- tryCatch(numeric_version(part), error = identity)
       if (inherits(nv, "error"))
         next
-  
+
       version <- nv[1, 1]
       break
-  
+
     }
-  
+
     paste(c("linux", id, version), collapse = "-")
-  
+
   }
-  
+
   renv_bootstrap_library_root_name <- function(project) {
-  
+
     # use project name as-is if requested
     asis <- Sys.getenv("RENV_PATHS_LIBRARY_ROOT_ASIS", unset = "FALSE")
     if (asis)
       return(basename(project))
-  
+
     # otherwise, disambiguate based on project's path
     id <- substring(renv_bootstrap_hash_text(project), 1L, 8L)
     paste(basename(project), id, sep = "-")
-  
+
   }
-  
+
   renv_bootstrap_library_root <- function(project) {
-  
+
     prefix <- renv_bootstrap_profile_prefix()
-  
+
     path <- Sys.getenv("RENV_PATHS_LIBRARY", unset = NA)
     if (!is.na(path))
       return(paste(c(path, prefix), collapse = "/"))
-  
+
     path <- renv_bootstrap_library_root_impl(project)
     if (!is.null(path)) {
       name <- renv_bootstrap_library_root_name(project)
       return(paste(c(path, prefix, name), collapse = "/"))
     }
-  
+
     renv_bootstrap_paths_renv("library", project = project)
-  
+
   }
-  
+
   renv_bootstrap_library_root_impl <- function(project) {
-  
+
     root <- Sys.getenv("RENV_PATHS_LIBRARY_ROOT", unset = NA)
     if (!is.na(root))
       return(root)
-  
+
     type <- renv_bootstrap_project_type(project)
     if (identical(type, "package")) {
       userdir <- renv_bootstrap_user_dir()
       return(file.path(userdir, "library"))
     }
-  
+
   }
-  
+
   renv_bootstrap_validate_version <- function(version, description = NULL) {
-  
+
     # resolve description file
     #
     # avoid passing lib.loc to `packageDescription()` below, since R will
@@ -1007,17 +1007,17 @@ local({
     # this function should only be called after 'renv' is loaded
     # https://github.com/rstudio/renv/issues/1625
     description <- description %||% packageDescription("renv")
-  
+
     # check whether requested version 'version' matches loaded version of renv
     sha <- attr(version, "sha", exact = TRUE)
     valid <- if (!is.null(sha))
       renv_bootstrap_validate_version_dev(sha, description)
     else
       renv_bootstrap_validate_version_release(version, description)
-  
+
     if (valid)
       return(TRUE)
-  
+
     # the loaded version of renv doesn't match the requested version;
     # give the user instructions on how to proceed
     dev <- identical(description[["RemoteType"]], "github")
@@ -1025,109 +1025,109 @@ local({
       paste("rstudio/renv", description[["RemoteSha"]], sep = "@")
     else
       paste("renv", description[["Version"]], sep = "@")
-  
+
     # display both loaded version + sha if available
     friendly <- renv_bootstrap_version_friendly(
       version = description[["Version"]],
       sha     = if (dev) description[["RemoteSha"]]
     )
-  
+
     fmt <- heredoc("
       renv %1$s was loaded from project library, but this project is configured to use renv %2$s.
       - Use `renv::record(\"%3$s\")` to record renv %1$s in the lockfile.
       - Use `renv::restore(packages = \"renv\")` to install renv %2$s into the project library.
     ")
     catf(fmt, friendly, renv_bootstrap_version_friendly(version), remote)
-  
+
     FALSE
-  
+
   }
-  
+
   renv_bootstrap_validate_version_dev <- function(version, description) {
-  
+
     expected <- description[["RemoteSha"]]
     if (!is.character(expected))
       return(FALSE)
-  
+
     pattern <- sprintf("^\\Q%s\\E", version)
     grepl(pattern, expected, perl = TRUE)
-  
+
   }
-  
+
   renv_bootstrap_validate_version_release <- function(version, description) {
     expected <- description[["Version"]]
     is.character(expected) && identical(c(expected), c(version))
   }
-  
+
   renv_bootstrap_hash_text <- function(text) {
-  
+
     hashfile <- tempfile("renv-hash-")
     on.exit(unlink(hashfile), add = TRUE)
-  
+
     writeLines(text, con = hashfile)
     tools::md5sum(hashfile)
-  
+
   }
-  
+
   renv_bootstrap_load <- function(project, libpath, version) {
-  
+
     # try to load renv from the project library
     if (!requireNamespace("renv", lib.loc = libpath, quietly = TRUE))
       return(FALSE)
-  
+
     # warn if the version of renv loaded does not match
     renv_bootstrap_validate_version(version)
-  
+
     # execute renv load hooks, if any
     hooks <- getHook("renv::autoload")
     for (hook in hooks)
       if (is.function(hook))
         tryCatch(hook(), error = warnify)
-  
+
     # load the project
     renv::load(project)
-  
+
     TRUE
-  
+
   }
-  
+
   renv_bootstrap_profile_load <- function(project) {
-  
+
     # if RENV_PROFILE is already set, just use that
     profile <- Sys.getenv("RENV_PROFILE", unset = NA)
     if (!is.na(profile) && nzchar(profile))
       return(profile)
-  
+
     # check for a profile file (nothing to do if it doesn't exist)
     path <- renv_bootstrap_paths_renv("profile", profile = FALSE, project = project)
     if (!file.exists(path))
       return(NULL)
-  
+
     # read the profile, and set it if it exists
     contents <- readLines(path, warn = FALSE)
     if (length(contents) == 0L)
       return(NULL)
-  
+
     # set RENV_PROFILE
     profile <- contents[[1L]]
     if (!profile %in% c("", "default"))
       Sys.setenv(RENV_PROFILE = profile)
-  
+
     profile
-  
+
   }
-  
+
   renv_bootstrap_profile_prefix <- function() {
     profile <- renv_bootstrap_profile_get()
     if (!is.null(profile))
       return(file.path("profiles", profile, "renv"))
   }
-  
+
   renv_bootstrap_profile_get <- function() {
     profile <- Sys.getenv("RENV_PROFILE", unset = "")
     renv_bootstrap_profile_normalize(profile)
   }
-  
+
   renv_bootstrap_profile_set <- function(profile) {
     profile <- renv_bootstrap_profile_normalize(profile)
     if (is.null(profile))
@@ -1135,25 +1135,25 @@ local({
     else
       Sys.setenv(RENV_PROFILE = profile)
   }
-  
+
   renv_bootstrap_profile_normalize <- function(profile) {
-  
+
     if (is.null(profile) || profile %in% c("", "default"))
       return(NULL)
-  
+
     profile
-  
+
   }
-  
+
   renv_bootstrap_path_absolute <- function(path) {
-  
+
     substr(path, 1L, 1L) %in% c("~", "/", "\\") || (
       substr(path, 1L, 1L) %in% c(letters, LETTERS) &&
       substr(path, 2L, 3L) %in% c(":/", ":\\")
     )
-  
+
   }
-  
+
   renv_bootstrap_paths_renv <- function(..., profile = TRUE, project = NULL) {
     renv <- Sys.getenv("RENV_PATHS_RENV", unset = "renv")
     root <- if (renv_bootstrap_path_absolute(renv)) NULL else project
@@ -1161,50 +1161,50 @@ local({
     components <- c(root, renv, prefix, ...)
     paste(components, collapse = "/")
   }
-  
+
   renv_bootstrap_project_type <- function(path) {
-  
+
     descpath <- file.path(path, "DESCRIPTION")
     if (!file.exists(descpath))
       return("unknown")
-  
+
     desc <- tryCatch(
       read.dcf(descpath, all = TRUE),
       error = identity
     )
-  
+
     if (inherits(desc, "error"))
       return("unknown")
-  
+
     type <- desc$Type
     if (!is.null(type))
       return(tolower(type))
-  
+
     package <- desc$Package
     if (!is.null(package))
       return("package")
-  
+
     "unknown"
-  
+
   }
-  
+
   renv_bootstrap_user_dir <- function() {
     dir <- renv_bootstrap_user_dir_impl()
     path.expand(chartr("\\", "/", dir))
   }
-  
+
   renv_bootstrap_user_dir_impl <- function() {
-  
+
     # use local override if set
     override <- getOption("renv.userdir.override")
     if (!is.null(override))
       return(override)
-  
+
     # use R_user_dir if available
     tools <- asNamespace("tools")
     if (is.function(tools$R_user_dir))
       return(tools$R_user_dir("renv", "cache"))
-  
+
     # try using our own backfill for older versions of R
     envvars <- c("R_USER_CACHE_DIR", "XDG_CACHE_HOME")
     for (envvar in envvars) {
@@ -1212,7 +1212,7 @@ local({
       if (!is.na(root))
         return(file.path(root, "R/renv"))
     }
-  
+
     # use platform-specific default fallbacks
     if (Sys.info()[["sysname"]] == "Windows")
       file.path(Sys.getenv("LOCALAPPDATA"), "R/cache/R/renv")
@@ -1220,20 +1220,20 @@ local({
       "~/Library/Caches/org.R-project.R/R/renv"
     else
       "~/.cache/R/renv"
-  
+
   }
-  
+
   renv_bootstrap_version_friendly <- function(version, shafmt = NULL, sha = NULL) {
     sha <- sha %||% attr(version, "sha", exact = TRUE)
     parts <- c(version, sprintf(shafmt %||% " [sha: %s]", substring(sha, 1L, 7L)))
     paste(parts, collapse = "")
   }
-  
+
   renv_bootstrap_exec <- function(project, libpath, version) {
     if (!renv_bootstrap_load(project, libpath, version))
       renv_bootstrap_run(project, libpath, version)
   }
-  
+
   renv_bootstrap_run <- function(project, libpath, version) {
     tryCatch(
       renv_bootstrap_run_impl(project, libpath, version),
@@ -1248,175 +1248,175 @@ local({
       }
     )
   }
-  
+
   renv_bootstrap_run_impl <- function(project, libpath, version) {
-  
+
     # perform bootstrap
     bootstrap(version, libpath)
-  
+
     # exit early if we're just testing bootstrap
     if (!is.na(Sys.getenv("RENV_BOOTSTRAP_INSTALL_ONLY", unset = NA)))
       return(TRUE)
-  
+
     # try again to load
     if (requireNamespace("renv", lib.loc = libpath, quietly = TRUE)) {
       return(renv::load(project = project))
     }
-  
+
     # failed to download or load renv; warn the user
     msg <- c(
       "Failed to find an renv installation: the project will not be loaded.",
       "Use `renv::activate()` to re-initialize the project."
     )
-  
+
     warning(paste(msg, collapse = "\n"), call. = FALSE)
-  
+
   }
-  
+
   renv_bootstrap_cache_version <- function() {
     # NOTE: users should normally not override the cache version;
     # this is provided just to make testing easier
     Sys.getenv("RENV_CACHE_VERSION", unset = "v5")
   }
-  
+
   renv_bootstrap_cache_version_previous <- function() {
     version <- renv_bootstrap_cache_version()
     number <- as.integer(substring(version, 2L))
     paste("v", number - 1L, sep = "")
   }
-  
+
   renv_json_read <- function(file = NULL, text = NULL) {
-  
+
     jlerr <- NULL
-  
+
     # if jsonlite is loaded, use that instead
     if ("jsonlite" %in% loadedNamespaces()) {
-  
+
       json <- tryCatch(renv_json_read_jsonlite(file, text), error = identity)
       if (!inherits(json, "error"))
         return(json)
-  
+
       jlerr <- json
-  
+
     }
-  
+
     # otherwise, fall back to the default JSON reader
     json <- tryCatch(renv_json_read_default(file, text), error = identity)
     if (!inherits(json, "error"))
       return(json)
-  
+
     # report an error
     if (!is.null(jlerr))
       stop(jlerr)
     else
       stop(json)
-  
+
   }
-  
+
   renv_json_read_jsonlite <- function(file = NULL, text = NULL) {
     text <- paste(text %||% readLines(file, warn = FALSE), collapse = "\n")
     jsonlite::fromJSON(txt = text, simplifyVector = FALSE)
   }
-  
+
   renv_json_read_patterns <- function() {
-  
+
     list(
-  
+
       # objects
       list("{", "\t\n\tobject(\t\n\t", TRUE),
       list("}", "\t\n\t)\t\n\t",       TRUE),
-  
+
       # arrays
       list("[", "\t\n\tarray(\t\n\t", TRUE),
       list("]", "\n\t\n)\n\t\n",      TRUE),
-  
+
       # maps
       list(":", "\t\n\t=\t\n\t", TRUE),
-  
+
       # newlines
       list("\\u000a", "\n", FALSE)
-  
+
     )
-  
+
   }
-  
+
   renv_json_read_envir <- function() {
-  
+
     envir <- new.env(parent = emptyenv())
-  
+
     envir[["+"]] <- `+`
     envir[["-"]] <- `-`
-  
+
     envir[["object"]] <- function(...) {
       result <- list(...)
       names(result) <- as.character(names(result))
       result
     }
-  
+
     envir[["array"]] <- list
-  
+
     envir[["true"]]  <- TRUE
     envir[["false"]] <- FALSE
     envir[["null"]]  <- NULL
-  
+
     envir
-  
+
   }
-  
+
   renv_json_read_remap <- function(object, patterns) {
-  
+
     # repair names if necessary
     if (!is.null(names(object))) {
-  
+
       nms <- names(object)
       for (pattern in patterns)
         nms <- gsub(pattern[[2L]], pattern[[1L]], nms, fixed = TRUE)
       names(object) <- nms
-  
+
     }
-  
+
     # repair strings if necessary
     if (is.character(object)) {
       for (pattern in patterns)
         object <- gsub(pattern[[2L]], pattern[[1L]], object, fixed = TRUE)
     }
-  
+
     # recurse for other objects
     if (is.recursive(object))
       for (i in seq_along(object))
         object[i] <- list(renv_json_read_remap(object[[i]], patterns))
-  
+
     # return remapped object
     object
-  
+
   }
-  
+
   renv_json_read_default <- function(file = NULL, text = NULL) {
-  
+
     # read json text
     text <- paste(text %||% readLines(file, warn = FALSE), collapse = "\n")
-  
+
     # convert into something the R parser will understand
     patterns <- renv_json_read_patterns()
     transformed <- text
     for (pattern in patterns)
       transformed <- gsub(pattern[[1L]], pattern[[2L]], transformed, fixed = TRUE)
-  
+
     # parse it
     rfile <- tempfile("renv-json-", fileext = ".R")
     on.exit(unlink(rfile), add = TRUE)
     writeLines(transformed, con = rfile)
     json <- parse(rfile, keep.source = FALSE, srcfile = NULL)[[1L]]
-  
+
     # evaluate in safe environment
     result <- eval(json, envir = renv_json_read_envir())
-  
+
     # fix up strings if necessary -- do so only with reversible patterns
     patterns <- Filter(function(pattern) pattern[[3L]], patterns)
     renv_json_read_remap(result, patterns)
-  
+
   }
-  
+
 
   # load the renv profile, if any
   renv_bootstrap_profile_load(project)