GTC-2573 Replace mangroves with v3

wri · Oct 25, 2023 · 1c76455 · 1c76455
1 parent f0f0a86
commit 1c76455
Show file tree

Hide file tree

Showing 24 changed files with 70 additions and 104 deletions.
diff --git a/src/main/resources/raster-catalog-default.json b/src/main/resources/raster-catalog-default.json
@@ -10,7 +10,7 @@
     },
     {
       "name":"wdpa_protected_areas",
-      "source_uri":"s3://gfw-data-lake/wdpa_protected_areas/v202302/raster/epsg-4326/{grid_size}/{row_count}/iucn_cat/geotiff/{tile_id}.tif"
+      "source_uri":"s3://gfw-data-lake/wdpa_protected_areas/v202308/raster/epsg-4326/{grid_size}/{row_count}/iucn_cat/geotiff/{tile_id}.tif"
     },
     {
       "name":"gfw_oil_gas",
@@ -40,10 +40,6 @@
       "name":"inpe_amazonia_prodes",
       "source_uri":"s3://gfw-data-lake/inpe_amazonia_prodes/v20201201/raster/epsg-4326/{grid_size}/{row_count}/year/geotiff/{tile_id}.tif"
     },
-    {
-      "name":"gmw_global_mangrove_extent_1996",
-      "source_uri":"s3://gfw-data-lake/gmw_global_mangrove_extent_1996/v2/raster/epsg-4326/{grid_size}/{row_count}/is/geotiff/{tile_id}.tif"
-    },
     {
       "name":"gfw_deadwood_carbon",
       "source_uri":"s3://gfw-data-lake/gfw_deadwood_carbon/v20200824/raster/epsg-4326/{grid_size}/{row_count}/Mg_CO2_ha-1/geotiff/{tile_id}.tif"
@@ -197,8 +193,8 @@
       "source_uri":"s3://gfw-data-lake/gfw_peatlands/v20200807/raster/epsg-4326/{grid_size}/{row_count}/is/geotiff/{tile_id}.tif"
     },
     {
-      "name":"gmw_global_mangrove_extent_2016",
-      "source_uri":"s3://gfw-data-lake/gmw_global_mangrove_extent_2016/v20201210/raster/epsg-4326/{grid_size}/{row_count}/is/geotiff/{tile_id}.tif"
+      "name": "gmw_global_mangrove_extent",
+      "source_uri":"s3://gfw-data-lake/gmw_global_mangrove_extent/v3/raster/epsg-4326/{grid_size}/{row_count}/is/geotiff/{tile_id}.tif"
     },
     {
       "name":"umd_regional_primary_forest_2001",

diff --git a/src/main/resources/raster-catalog-pro.json b/src/main/resources/raster-catalog-pro.json
@@ -41,8 +41,8 @@
       "source_uri":"s3://gfw-data-lake/inpe_amazonia_prodes/v20201201/raster/epsg-4326/{grid_size}/{row_count}/year/gdal-geotiff/{tile_id}.tif"
     },
     {
-      "name":"gmw_global_mangrove_extent_1996",
-      "source_uri":"s3://gfw-data-lake/gmw_global_mangrove_extent_1996/v2/raster/epsg-4326/{grid_size}/{row_count}/is/gdal-geotiff/{tile_id}.tif"
+      "name":"gmw_global_mangrove_extent",
+      "source_uri":"s3://gfw-data-lake/gmw_global_mangrove_extent/v3/raster/epsg-4326/{grid_size}/{row_count}/is/gdal-geotiff/{tile_id}.tif"
     },
     {
       "name":"gfw_deadwood_carbon",
@@ -212,10 +212,6 @@
       "name":"gfw_peatlands",
       "source_uri":"s3://gfw-data-lake/gfw_peatlands/v20200807/raster/epsg-4326/{grid_size}/{row_count}/is/gdal-geotiff/{tile_id}.tif"
     },
-    {
-      "name":"gmw_global_mangrove_extent_2016",
-      "source_uri":"s3://gfw-data-lake/gmw_global_mangrove_extent_2016/v20201210/raster/epsg-4326/{grid_size}/{row_count}/is/gdal-geotiff/{tile_id}.tif"
-    },
     {
       "name":"umd_regional_primary_forest_2001",
       "source_uri":"s3://gfw-data-lake/umd_regional_primary_forest_2001/v201901/raster/epsg-4326/{grid_size}/{row_count}/is/gdal-geotiff/{tile_id}.tif"

diff --git a/...balforestwatch/layers/Mangroves2016.scala → .../globalforestwatch/layers/Mangroves.scala b/...balforestwatch/layers/Mangroves2016.scala → .../globalforestwatch/layers/Mangroves.scala
@@ -2,11 +2,11 @@ package org.globalforestwatch.layers
 
 import org.globalforestwatch.grids.GridTile
 
-case class Mangroves2016(gridTile: GridTile, kwargs: Map[String, Any])
+case class Mangroves(gridTile: GridTile, kwargs: Map[String, Any])
   extends BooleanLayer
     with OptionalILayer {
 
-  val datasetName = "gmw_global_mangrove_extent_2016"
+  val datasetName = "gmw_global_mangrove_extent"
   val uri: String =
     uriForGrid(gridTile, kwargs)
 }
diff --git a/src/main/scala/org/globalforestwatch/layers/Mangroves1996.scala b/src/main/scala/org/globalforestwatch/layers/Mangroves1996.scala
diff --git a/...scala/org/globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalDF.scala b/...scala/org/globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalDF.scala
@@ -11,8 +11,7 @@ object AnnualUpdateMinimalDF {
     "tsc_tree_cover_loss_drivers__driver",
     "is__birdlife_alliance_for_zero_extinction_sites",
     "gfw_planted_forests__type",
-    "is__gmw_global_mangrove_extent_1996",
-    "is__gmw_global_mangrove_extent_2016",
+    "is__gmw_global_mangrove_extent",
     "is__umd_regional_primary_forest_2001",
     "is__wwf_tiger_conservation_landscapes",
     "is__landmark_indigenous_and_community_lands",
@@ -34,8 +33,7 @@ object AnnualUpdateMinimalDF {
     "tsc_tree_cover_loss_drivers__type",
     "is__birdlife_alliance_for_zero_extinction_site",
     "gfw_plantation__type",
-    "is__gmw_mangroves_1996",
-    "is__gmw_mangroves_2016",
+    "is__gmw_mangroves",
     "is__gfw_tiger_landscape",
     "is__landmark_land_right",
     "is__gfw_land_right",
@@ -61,8 +59,7 @@ object AnnualUpdateMinimalDF {
         $"data_group.primaryForest" as "is__umd_regional_primary_forest_2001",
         $"data_group.aze" as "is__birdlife_alliance_for_zero_extinction_sites",
         $"data_group.plantedForests" as "gfw_planted_forests__type",
-        $"data_group.mangroves1996" as "is__gmw_global_mangrove_extent_1996",
-        $"data_group.mangroves2016" as "is__gmw_global_mangrove_extent_2016",
+        $"data_group.mangroves" as "is__gmw_global_mangrove_extent",
         $"data_group.tigerLandscapes" as "is__wwf_tiger_conservation_landscapes",
         $"data_group.landmark" as "is__landmark_indigenous_and_community_lands",
         $"data_group.keyBiodiversityAreas" as "is__birdlife_key_biodiversity_areas",
@@ -104,8 +101,7 @@ object AnnualUpdateMinimalDF {
         $"data_group.drivers" as "tsc_tree_cover_loss_drivers__type",
         $"data_group.aze" as "is__birdlife_alliance_for_zero_extinction_site",
         $"data_group.plantedForests" as "gfw_plantation__type",
-        $"data_group.mangroves1996" as "is__gmw_mangroves_1996",
-        $"data_group.mangroves2016" as "is__gmw_mangroves_2016",
+        $"data_group.mangroves" as "is__gmw_mangroves",
         $"data_group.tigerLandscapes" as "is__gfw_tiger_landscape",
         $"data_group.landmark" as "is__landmark_land_right",
         $"data_group.landmark" as "is__gfw_land_right",
@@ -252,8 +248,7 @@ object AnnualUpdateMinimalDF {
       max($"is__birdlife_alliance_for_zero_extinction_sites") as "is__birdlife_alliance_for_zero_extinction_sites",
       max(length($"gfw_planted_forests__type"))
         .cast("boolean") as "gfw_planted_forests__type",
-      max($"is__gmw_global_mangrove_extent_1996") as "is__gmw_global_mangrove_extent_1996",
-      max($"is__gmw_global_mangrove_extent_2016") as "is__gmw_global_mangrove_extent_2016",
+      max($"is__gmw_global_mangrove_extent") as "is__gmw_global_mangrove_extent",
       max($"is__wwf_tiger_conservation_landscapes") as "is__wwf_tiger_conservation_landscapes",
       max($"is__landmark_indigenous_and_community_lands") as "is__landmark_indigenous_and_community_lands",
       max($"is__birdlife_key_biodiversity_areas") as "is__birdlife_key_biodiversity_areas",
@@ -271,8 +266,7 @@ object AnnualUpdateMinimalDF {
       max($"is__birdlife_alliance_for_zero_extinction_site") as "is__birdlife_alliance_for_zero_extinction_site",
       max(length($"gfw_plantation__type"))
         .cast("boolean") as "gfw_plantation__type",
-      max($"is__gmw_mangroves_1996") as "is__gmw_mangroves_1996",
-      max($"is__gmw_mangroves_2016") as "is__gmw_mangroves_2016",
+      max($"is__gmw_mangroves") as "is__gmw_mangroves",
       max($"is__gfw_tiger_landscape") as "is__gfw_tiger_landscape",
       max($"is__landmark_land_right") as "is__landmark_land_right",
       max($"is__gfw_land_right") as "is__gfw_land_right",
@@ -310,8 +304,7 @@ object AnnualUpdateMinimalDF {
       max($"is__umd_regional_primary_forest_2001") as "is__umd_regional_primary_forest_2001",
       max($"is__birdlife_alliance_for_zero_extinction_sites") as "is__birdlife_alliance_for_zero_extinction_sites",
       max($"gfw_planted_forests__type") as "gfw_planted_forests__type",
-      max($"is__gmw_global_mangrove_extent_1996") as "is__gmw_global_mangrove_extent_1996",
-      max($"is__gmw_global_mangrove_extent_2016") as "is__gmw_global_mangrove_extent_2016",
+      max($"is__gmw_global_mangrove_extent") as "is__gmw_global_mangrove_extent",
       max($"is__wwf_tiger_conservation_landscapes") as "is__wwf_tiger_conservation_landscapes",
       max($"is__landmark_indigenous_and_community_lands") as "is__landmark_indigenous_and_community_lands",
       max($"is__birdlife_key_biodiversity_areas") as "is__birdlife_key_biodiversity_areas",
@@ -328,8 +321,7 @@ object AnnualUpdateMinimalDF {
       max($"tsc_tree_cover_loss_drivers__type") as "tsc_tree_cover_loss_drivers__type",
       max($"is__birdlife_alliance_for_zero_extinction_site") as "is__birdlife_alliance_for_zero_extinction_site",
       max($"gfw_plantation__type") as "gfw_plantation__type",
-      max($"is__gmw_mangroves_1996") as "is__gmw_mangroves_1996",
-      max($"is__gmw_mangroves_2016") as "is__gmw_mangroves_2016",
+      max($"is__gmw_mangroves") as "is__gmw_mangroves",
       max($"is__gfw_tiger_landscape") as "is__gfw_tiger_landscape",
       max($"is__landmark_land_right") as "is__landmark_land_right",
       max($"is__gfw_land_right") as "is__gfw_land_right",

diff --git a/...rg/globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalDataGroup.scala b/...rg/globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalDataGroup.scala
@@ -7,8 +7,7 @@ case class AnnualUpdateMinimalDataGroup(lossYear: Integer,
                                         wdpa: String,
                                         aze: Boolean,
                                         plantedForests: String,
-                                        mangroves1996: Boolean,
-                                        mangroves2016: Boolean,
+                                        mangroves: Boolean,
                                         tigerLandscapes: Boolean,
                                         landmark: Boolean,
                                         keyBiodiversityAreas: Boolean,

diff --git a/.../globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalGridSources.scala b/.../globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalGridSources.scala
@@ -21,8 +21,7 @@ case class AnnualUpdateMinimalGridSources(gridTile: GridTile, kwargs: Map[String
   val protectedAreas: ProtectedAreas = ProtectedAreas(gridTile, kwargs)
   val aze: Aze = Aze(gridTile, kwargs)
   val plantedForests: PlantedForests = PlantedForests(gridTile, kwargs)
-  val mangroves1996: Mangroves1996 = Mangroves1996(gridTile, kwargs)
-  val mangroves2016: Mangroves2016 = Mangroves2016(gridTile, kwargs)
+  val mangroves: Mangroves = Mangroves(gridTile, kwargs)
   val tigerLandscapes: TigerLandscapes = TigerLandscapes(gridTile, kwargs)
   val landmark: Landmark = Landmark(gridTile, kwargs)
   val keyBiodiversityAreas: KeyBiodiversityAreas = KeyBiodiversityAreas(gridTile, kwargs)
@@ -72,8 +71,7 @@ case class AnnualUpdateMinimalGridSources(gridTile: GridTile, kwargs: Map[String
       val wdpaTile = protectedAreas.fetchWindow(windowKey, windowLayout)
       val azeTile = aze.fetchWindow(windowKey, windowLayout)
       val plantedForestsTile = plantedForests.fetchWindow(windowKey, windowLayout)
-      val mangroves1996Tile = mangroves1996.fetchWindow(windowKey, windowLayout)
-      val mangroves2016Tile = mangroves2016.fetchWindow(windowKey, windowLayout)
+      val mangrovesTile = mangroves.fetchWindow(windowKey, windowLayout)
       val tigerLandscapesTile = tigerLandscapes.fetchWindow(windowKey, windowLayout)
       val landmarkTile = landmark.fetchWindow(windowKey, windowLayout)
       val keyBiodiversityAreasTile = keyBiodiversityAreas.fetchWindow(windowKey, windowLayout)
@@ -111,8 +109,7 @@ case class AnnualUpdateMinimalGridSources(gridTile: GridTile, kwargs: Map[String
         wdpaTile,
         azeTile,
         plantedForestsTile,
-        mangroves1996Tile,
-        mangroves2016Tile,
+        mangrovesTile,
         tigerLandscapesTile,
         landmarkTile,
         keyBiodiversityAreasTile,

diff --git a/.../org/globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalSummary.scala b/.../org/globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalSummary.scala
@@ -50,8 +50,7 @@ object AnnualUpdateMinimalSummary {
         val wdpa: String = raster.tile.wdpa.getData(col, row)
         val aze: Boolean = raster.tile.aze.getData(col, row)
         val plantedForests: String = raster.tile.plantedForests.getData(col, row)
-        val mangroves1996: Boolean = raster.tile.mangroves1996.getData(col, row)
-        val mangroves2016: Boolean = raster.tile.mangroves2016.getData(col, row)
+        val mangroves: Boolean = raster.tile.mangroves.getData(col, row)
         val tigerLandscapes: Boolean =
         raster.tile.tigerLandscapes.getData(col, row)
         val landmark: Boolean = raster.tile.landmark.getData(col, row)
@@ -123,8 +122,7 @@ object AnnualUpdateMinimalSummary {
             wdpa,
             aze,
             plantedForests,
-            mangroves1996,
-            mangroves2016,
+            mangroves,
             tigerLandscapes,
             landmark,
             keyBiodiversityAreas,

diff --git a/...ala/org/globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalTile.scala b/...ala/org/globalforestwatch/summarystats/annualupdate_minimal/AnnualUpdateMinimalTile.scala
@@ -19,8 +19,7 @@ case class AnnualUpdateMinimalTile(
                                     wdpa: ProtectedAreas#OptionalITile,
                                     aze: Aze#OptionalITile,
                                     plantedForests: PlantedForests#OptionalITile,
-                                    mangroves1996: Mangroves1996#OptionalITile,
-                                    mangroves2016: Mangroves2016#OptionalITile,
+                                    mangroves: Mangroves#OptionalITile,
                                     tigerLandscapes: TigerLandscapes#OptionalITile,
                                     landmark: Landmark#OptionalITile,
                                     keyBiodiversityAreas: KeyBiodiversityAreas#OptionalITile,

diff --git a/src/main/scala/org/globalforestwatch/summarystats/firealerts/FireAlertsDF.scala b/src/main/scala/org/globalforestwatch/summarystats/firealerts/FireAlertsDF.scala
@@ -23,7 +23,7 @@ object FireAlertsDF {
     "idn_forest_area__class",
     "per_forest_concessions__type",
     "is__gfw_oil_gas",
-    "is__gmw_global_mangrove_extent_2016",
+    "is__gmw_global_mangrove_extent",
     "is__ifl_intact_forest_landscapes_2016",
     "ibge_bra_biomes__name",
 
@@ -37,7 +37,7 @@ object FireAlertsDF {
     "is__peatland",
     "idn_forest_area__type",
     "per_forest_concession__type",
-    "is__gmw_mangroves_2016",
+    "is__gmw_mangroves",
     "is__ifl_intact_forest_landscape_2016",
     "bra_biome__name"
   )
@@ -68,7 +68,7 @@ object FireAlertsDF {
         $"data_group.indonesiaForestArea" as "idn_forest_area__class",
         $"data_group.peruForestConcessions" as "per_forest_concessions__type",
         $"data_group.oilGas" as "is__gfw_oil_gas",
-        $"data_group.mangroves2016" as "is__gmw_global_mangrove_extent_2016",
+        $"data_group.mangroves" as "is__gmw_global_mangrove_extent",
         $"data_group.intactForestLandscapes2016" as "is__ifl_intact_forest_landscapes_2016",
         $"data_group.braBiomes" as "ibge_bra_biomes__name",
 
@@ -82,7 +82,7 @@ object FireAlertsDF {
         $"data_group.peatlands" as "is__peatland",
         $"data_group.indonesiaForestArea" as "idn_forest_area__type",
         $"data_group.peruForestConcessions" as "per_forest_concession__type",
-        $"data_group.mangroves2016" as "is__gmw_mangroves_2016",
+        $"data_group.mangroves" as "is__gmw_mangroves",
         $"data_group.intactForestLandscapes2016" as "is__ifl_intact_forest_landscape_2016",
         $"data_group.braBiomes" as "bra_biome__name"
       )
@@ -201,7 +201,7 @@ object FireAlertsDF {
       max(length($"per_forest_concessions__type"))
         .cast("boolean") as "per_forest_concessions__type",
       max("is__gfw_oil_gas") as "is__gfw_oil_gas",
-      max("is__gmw_global_mangrove_extent_2016") as "is__gmw_global_mangrove_extent_2016",
+      max("is__gmw_global_mangrove_extent") as "is__gmw_global_mangrove_extent",
       max("is__ifl_intact_forest_landscapes_2016") as "is__ifl_intact_forest_landscapes_2016",
       max(length($"ibge_bra_biomes__name")).cast("boolean") as "ibge_bra_biomes__name",
 
@@ -217,7 +217,7 @@ object FireAlertsDF {
         .cast("boolean") as "idn_forest_area__type",
       max(length($"per_forest_concession__type"))
         .cast("boolean") as "per_forest_concession__type",
-      max("is__gmw_mangroves_2016") as "is__gmw_mangroves_2016",
+      max("is__gmw_mangroves") as "is__gmw_mangroves",
       max("is__ifl_intact_forest_landscape_2016") as "is__ifl_intact_forest_landscape_2016",
       max(length($"bra_biome__name")).cast("boolean") as "bra_biome__name"
     )
@@ -253,7 +253,7 @@ object FireAlertsDF {
       max("idn_forest_area__class") as "idn_forest_area__class",
       max("per_forest_concessions__type") as "per_forest_concessions__type",
       max("is__gfw_oil_gas") as "is__gfw_oil_gas",
-      max("is__gmw_global_mangrove_extent_2016") as "is__gmw_global_mangrove_extent_2016",
+      max("is__gmw_global_mangrove_extent") as "is__gmw_global_mangrove_extent",
       max("is__ifl_intact_forest_landscapes_2016") as "is__ifl_intact_forest_landscapes_2016",
       max("ibge_bra_biomes__name") as "ibge_bra_biomes__name",
 
@@ -266,7 +266,7 @@ object FireAlertsDF {
       max("is__peatland") as "is__peatland",
       max("idn_forest_area__type") as "idn_forest_area__type",
       max("per_forest_concession__type") as "per_forest_concession__type",
-      max("is__gmw_mangroves_2016") as "is__gmw_mangroves_2016",
+      max("is__gmw_mangroves") as "is__gmw_mangroves",
       max("is__ifl_intact_forest_landscape_2016") as "is__ifl_intact_forest_landscape_2016",
       max("bra_biome__name") as "bra_biome__name"
     )

diff --git a/src/main/scala/org/globalforestwatch/summarystats/firealerts/FireAlertsDataGroup.scala b/src/main/scala/org/globalforestwatch/summarystats/firealerts/FireAlertsDataGroup.scala
@@ -18,6 +18,6 @@ case class FireAlertsDataGroup(threshold: Integer,
                                indonesiaForestArea: String,
                                peruForestConcessions: String,
                                oilGas: Boolean,
-                               mangroves2016: Boolean,
+                               mangroves: Boolean,
                                intactForestLandscapes2016: Boolean,
                                braBiomes: String)
diff --git a/src/main/scala/org/globalforestwatch/summarystats/firealerts/FireAlertsGridSources.scala b/src/main/scala/org/globalforestwatch/summarystats/firealerts/FireAlertsGridSources.scala
@@ -24,7 +24,7 @@ case class FireAlertsGridSources(gridTile: GridTile, kwargs: Map[String, Any]) e
   val oilGas: OilGas = OilGas(gridTile, kwargs)
   val logging: Logging = Logging(gridTile, kwargs)
   val braBiomes: BrazilBiomes = BrazilBiomes(gridTile, kwargs)
-  val mangroves2016: Mangroves2016 = Mangroves2016(gridTile, kwargs)
+  val mangroves: Mangroves = Mangroves(gridTile, kwargs)
   val intactForestLandscapes2016: IntactForestLandscapes2016 = IntactForestLandscapes2016(gridTile, kwargs)
   val peruForestConcessions: PeruForestConcessions = PeruForestConcessions(gridTile, kwargs)
   val protectedAreas: ProtectedAreas = ProtectedAreas(gridTile, kwargs)
@@ -49,7 +49,7 @@ case class FireAlertsGridSources(gridTile: GridTile, kwargs: Map[String, Any]) e
       val indonesiaForestAreaTile = indonesiaForestArea.fetchWindow(windowKey, windowLayout)
       val peruForestConcessionsTile = peruForestConcessions.fetchWindow(windowKey, windowLayout)
       val oilGasTile = oilGas.fetchWindow(windowKey, windowLayout)
-      val mangroves2016Tile = mangroves2016.fetchWindow(windowKey, windowLayout)
+      val mangrovesTile = mangroves.fetchWindow(windowKey, windowLayout)
       val intactForestLandscapes2016Tile =
         intactForestLandscapes2016.fetchWindow(windowKey, windowLayout)
       val braBiomesTile =
@@ -75,7 +75,7 @@ case class FireAlertsGridSources(gridTile: GridTile, kwargs: Map[String, Any]) e
         indonesiaForestAreaTile,
         peruForestConcessionsTile,
         oilGasTile,
-        mangroves2016Tile,
+        mangrovesTile,
         intactForestLandscapes2016Tile,
         braBiomesTile,
         tcd2000Tile,

diff --git a/src/main/scala/org/globalforestwatch/summarystats/firealerts/FireAlertsSummary.scala b/src/main/scala/org/globalforestwatch/summarystats/firealerts/FireAlertsSummary.scala
@@ -56,8 +56,8 @@ object FireAlertsSummary {
           val peruForestConcessions: String =
             raster.tile.peruForestConcessions.getData(col, row)
           val oilGas: Boolean = raster.tile.oilGas.getData(col, row)
-          val mangroves2016: Boolean =
-            raster.tile.mangroves2016.getData(col, row)
+          val mangroves: Boolean =
+            raster.tile.mangroves.getData(col, row)
           val intactForestLandscapes2016: Boolean =
             raster.tile.intactForestLandscapes2016.getData(col, row)
           val braBiomes: String = raster.tile.brazilBiomes.getData(col, row)
@@ -86,7 +86,7 @@ object FireAlertsSummary {
               indonesiaForestArea,
               peruForestConcessions,
               oilGas,
-              mangroves2016,
+              mangroves,
               intactForestLandscapes2016,
               braBiomes,
             )