diff --git a/src/main/resources/raster-catalog-pro.json b/src/main/resources/raster-catalog-pro.json
index ee697487..88ed7f20 100755
--- a/src/main/resources/raster-catalog-pro.json
+++ b/src/main/resources/raster-catalog-pro.json
@@ -197,12 +197,8 @@
       "source_uri":"s3://gfw-data-lake/gfw_managed_forests/v202106/raster/epsg-4326/{grid_size}/{row_count}/is/gdal-geotiff/{tile_id}.tif"
     },
     {
-      "name":"inpe_amazon_prodes",
-      "source_uri":"s3://gfw-data-lake/inpe_amazon_prodes/v2021/raster/epsg-4326/{grid_size}/{row_count}/year/geotiff/{tile_id}.tif"
-    },
-    {
-      "name":"inpe_cerrado_prodes",
-      "source_uri":"s3://gfw-data-lake/inpe_cerrado_prodes/v2021/raster/epsg-4326/{grid_size}/{row_count}/year/geotiff/{tile_id}.tif"
+      "name":"inpe_prodes",
+      "source_uri":"s3://gfw-data-lake/inpe_prodes/v202107/raster/epsg-4326/{grid_size}/{row_count}/is/gdal-geotiff/{tile_id}.tif"
     },
     {
       "name":"gfw_mining_concessions",
@@ -276,6 +272,10 @@
       "name":"umd_soy_planted_area",
       "source_uri": "s3://gfw-data-lake/umd_soy_planted_area/v2/raster/epsg-4326/{grid_size}/{row_count}/is__year_2021/gdal-geotiff/{tile_id}.tif"
     },
+    {
+      "name":"inpe_prodes",
+      "source_uri": "s3://gfw-data-lake/inpe_prodes/v202107/raster/epsg-4326/{grid_size}/{row_count}/is/gdal-geotiff/{tile_id}.tif"
+    },
     {
       "name":"wwf_eco_regions",
       "source_uri": "s3://gfw-data-lake/wwf_eco_regions/v2012/raster/epsg-4326/{grid_size}/{row_count}/name/gdal-geotiff/{tile_id}.tif"
diff --git a/src/main/scala/org/globalforestwatch/layers/ProdesAmazonLossYear.scala b/src/main/scala/org/globalforestwatch/layers/ProdesAmazonLossYear.scala
deleted file mode 100644
index d89deae0..00000000
--- a/src/main/scala/org/globalforestwatch/layers/ProdesAmazonLossYear.scala
+++ /dev/null
@@ -1,12 +0,0 @@
-package org.globalforestwatch.layers
-
-import org.globalforestwatch.grids.GridTile
-
-case class ProdesAmazonLossYear(gridTile: GridTile, kwargs: Map[String, Any]) extends IntegerLayer with OptionalILayer {
-  val datasetName = "inpe_amazon_prodes"
-  val uri: String =
-    uriForGrid(gridTile, kwargs)
-
-  override def lookup(value: Int): Integer =
-    if (value == 0) null else value
-}
diff --git a/src/main/scala/org/globalforestwatch/layers/ProdesCerradoLossYear.scala b/src/main/scala/org/globalforestwatch/layers/ProdesCerradoLossYear.scala
deleted file mode 100644
index 87a0c5b2..00000000
--- a/src/main/scala/org/globalforestwatch/layers/ProdesCerradoLossYear.scala
+++ /dev/null
@@ -1,12 +0,0 @@
-package org.globalforestwatch.layers
-
-import org.globalforestwatch.grids.GridTile
-
-case class ProdesCerradoLossYear(gridTile: GridTile, kwargs: Map[String, Any]) extends IntegerLayer with OptionalILayer {
-  val datasetName = "inpe_cerrado_prodes"
-  val uri: String =
-    uriForGrid(gridTile, kwargs)
-
-  override def lookup(value: Int): Integer =
-    if (value == 0) null else value
-}
diff --git a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticDF.scala b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticDF.scala
index b00d3406..4ed014b8 100644
--- a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticDF.scala
+++ b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticDF.scala
@@ -29,13 +29,12 @@ object ForestChangeDiagnosticDF extends SummaryDF {
         throw new IllegalArgumentException(s"Can't produce DataFrame for $id")
     }
 
-    dataRDD
-      .map {
-        case Valid(Location(fid, data)) =>
-          (rowId(fid), RowError.empty, data)
-        case Invalid(Location(fid, err)) =>
-          (rowId(fid), RowError.fromJobError(err), ForestChangeDiagnosticData.empty)
-      }
+    dataRDD.map {
+      case Valid(Location(fid, data)) =>
+        (rowId(fid), RowError.empty, data)
+      case Invalid(Location(fid, err)) =>
+        (rowId(fid), RowError.fromJobError(err), ForestChangeDiagnosticData.empty)
+    }
       .toDF("id", "error", "data")
       .select($"id.*" :: $"error.*" :: fieldsFromCol($"data", featureFields): _*)
   }
@@ -53,27 +52,25 @@ object ForestChangeDiagnosticDF extends SummaryDF {
         throw new IllegalArgumentException("Not a CombinedFeatureId")
     }
 
-    dataRDD
-      .map {
-        case Valid(Location(fid, data)) =>
-          (rowId(fid), RowError.empty, data)
-        case Invalid(Location(fid, err)) =>
-          (rowId(fid), RowError.fromJobError(err), ForestChangeDiagnosticData.empty)
-      }
+    dataRDD.map {
+      case Valid(Location(fid, data)) =>
+        (rowId(fid), RowError.empty, data)
+      case Invalid(Location(fid, err)) =>
+        (rowId(fid), RowError.fromJobError(err), ForestChangeDiagnosticData.empty)
+    }
       .toDF("id", "error", "data")
       .select($"id.*" :: $"error.*" :: fieldsFromCol($"data", featureFields) ::: fieldsFromCol($"data", gridFields): _*)
   }
 
   def readIntermidateRDD(
     sources: NonEmptyList[String],
-    spark: SparkSession
+    spark: SparkSession,
   ): RDD[ValidatedLocation[ForestChangeDiagnosticData]] = {
     val df = FeatureDF(sources, GfwProFeature, FeatureFilter.empty, spark)
     val ds = df.select(
       colsFor[RowGridId].as[RowGridId],
       colsFor[RowError].as[RowError],
-      colsFor[ForestChangeDiagnosticData].as[ForestChangeDiagnosticData]
-    )
+      colsFor[ForestChangeDiagnosticData].as[ForestChangeDiagnosticData])
 
     ds.rdd.map { case (id, error, data) =>
       if (error.status_code == 2) Valid(Location(id.toFeatureID, data))
@@ -104,12 +101,9 @@ object ForestChangeDiagnosticDF extends SummaryDF {
     "tree_cover_loss_soy_yearly", // treeCoverLossSoyPlanedAreasYearly
     "tree_cover_loss_idn_legal_yearly", // treeCoverLossIDNForestAreaYearly
     "tree_cover_loss_idn_forest_moratorium_yearly", // treeCoverLossIDNForestMoratoriumYearly
-    "tree_cover_loss_prodes_amazon_yearly", // prodesLossAmazonYearly
-    "tree_cover_loss_prodes_cerrado_yearly", // prodesLossCerradoYearly
-    "tree_cover_loss_prodes_amazon_wdpa_yearly", // prodesLossAmazonProtectedAreasYearly
-    "tree_cover_loss_prodes_cerrado_wdpa_yearly", // prodesLossCerradoProtectedAreasYearly
-    "tree_cover_loss_prodes_amazon_primary_forest_yearly", // prodesLossProdesAmazonPrimaryForestYearly
-    "tree_cover_loss_prodes_cerrado_primary_forest_yearly", // prodesLossProdesCerradoPrimaryForestYearly
+    "tree_cover_loss_prodes_yearly", // prodesLossYearly
+    "tree_cover_loss_prodes_wdpa_yearly", // prodesLossProtectedAreasYearly
+    "tree_cover_loss_prodes_primary_forest_yearly", // prodesLossProdesPrimaryForestYearly
     "tree_cover_loss_brazil_biomes_yearly", // treeCoverLossBRABiomesYearly
     "tree_cover_extent_total", // treeCoverExtent
     "tree_cover_extent_primary_forest", // treeCoverExtentPrimaryForest
@@ -155,4 +149,4 @@ object ForestChangeDiagnosticDF extends SummaryDF {
     "plantation_in_protected_areas_area" //plantationInProtectedAreasArea
   )
 
-}
+}
\ No newline at end of file
diff --git a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticData.scala b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticData.scala
index 29be9c73..881a302e 100644
--- a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticData.scala
+++ b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticData.scala
@@ -27,13 +27,10 @@ case class ForestChangeDiagnosticData(
   /** treeCoverLossIDNForestAreaYearly */
   tree_cover_loss_idn_legal_yearly: ForestChangeDiagnosticDataLossYearlyCategory,
   tree_cover_loss_idn_forest_moratorium_yearly: ForestChangeDiagnosticDataLossYearly,
-  tree_cover_loss_prodes_amazon_yearly: ForestChangeDiagnosticDataLossYearly,
-  tree_cover_loss_prodes_cerrado_yearly: ForestChangeDiagnosticDataLossYearly,
+  tree_cover_loss_prodes_yearly: ForestChangeDiagnosticDataLossYearly,
   /** prodesLossProtectedAreasYearly */
-  tree_cover_loss_prodes_amazon_wdpa_yearly: ForestChangeDiagnosticDataLossYearly,
-  tree_cover_loss_prodes_cerrado_wdpa_yearly: ForestChangeDiagnosticDataLossYearly,
-  tree_cover_loss_prodes_amazon_primary_forest_yearly: ForestChangeDiagnosticDataLossYearly,
-  tree_cover_loss_prodes_cerrado_primary_forest_yearly: ForestChangeDiagnosticDataLossYearly,
+  tree_cover_loss_prodes_wdpa_yearly: ForestChangeDiagnosticDataLossYearly,
+  tree_cover_loss_prodes_primary_forest_yearly: ForestChangeDiagnosticDataLossYearly,
   tree_cover_loss_brazil_biomes_yearly: ForestChangeDiagnosticDataLossYearlyCategory,
   tree_cover_extent_total: ForestChangeDiagnosticDataDouble,
   tree_cover_extent_primary_forest: ForestChangeDiagnosticDataDouble,
@@ -119,19 +116,12 @@ case class ForestChangeDiagnosticData(
       tree_cover_loss_idn_forest_moratorium_yearly.merge(
         other.tree_cover_loss_idn_forest_moratorium_yearly
       ),
-      tree_cover_loss_prodes_amazon_yearly.merge(other.tree_cover_loss_prodes_amazon_yearly),
-      tree_cover_loss_prodes_cerrado_yearly.merge(other.tree_cover_loss_prodes_cerrado_yearly),
-      tree_cover_loss_prodes_amazon_wdpa_yearly.merge(
-        other.tree_cover_loss_prodes_amazon_wdpa_yearly
+      tree_cover_loss_prodes_yearly.merge(other.tree_cover_loss_prodes_yearly),
+      tree_cover_loss_prodes_wdpa_yearly.merge(
+        other.tree_cover_loss_prodes_wdpa_yearly
       ),
-      tree_cover_loss_prodes_cerrado_wdpa_yearly.merge(
-        other.tree_cover_loss_prodes_cerrado_wdpa_yearly
-      ),
-      tree_cover_loss_prodes_amazon_primary_forest_yearly.merge(
-        other.tree_cover_loss_prodes_amazon_primary_forest_yearly
-      ),
-      tree_cover_loss_prodes_cerrado_primary_forest_yearly.merge(
-        other.tree_cover_loss_prodes_cerrado_primary_forest_yearly
+      tree_cover_loss_prodes_primary_forest_yearly.merge(
+        other.tree_cover_loss_prodes_primary_forest_yearly
       ),
       tree_cover_loss_brazil_biomes_yearly.merge(other.tree_cover_loss_brazil_biomes_yearly),
       tree_cover_extent_total.merge(other.tree_cover_extent_total),
@@ -181,27 +171,25 @@ case class ForestChangeDiagnosticData(
     )
   }
 
-  /** @see
-    *   https://docs.google.com/presentation/d/1nAq4mFNkv1q5vFvvXWReuLr4Znvr-1q-BDi6pl_5zTU/edit#slide=id.p
+  /**
+    * @see https://docs.google.com/presentation/d/1nAq4mFNkv1q5vFvvXWReuLr4Znvr-1q-BDi6pl_5zTU/edit#slide=id.p
     */
   def withUpdatedCommodityRisk(): ForestChangeDiagnosticData = {
 
     /* Exclude the last year, limit data to 2021 to sync with palm risk tool:
     commodity_threat_deforestation, commodity_threat_peat, commodity_threat_protected_areas use year n and year n-1.
     Including information from the current year would under-represent these values as it's in progress.
-     */
+    */
     val minLossYear = ForestChangeDiagnosticDataLossYearly.prefilled.value.keys.min
     val maxLossYear = 2021
     val years: List[Int] = List.range(minLossYear + 1, maxLossYear + 1)
 
     val forestValueIndicator: ForestChangeDiagnosticDataValueYearly =
-      ForestChangeDiagnosticDataValueYearly
-        .fill(
-          filtered_tree_cover_extent.value,
-          filtered_tree_cover_loss_yearly.value,
-          2
-        )
-        .limitToMaxYear(maxLossYear)
+      ForestChangeDiagnosticDataValueYearly.fill(
+        filtered_tree_cover_extent.value,
+        filtered_tree_cover_loss_yearly.value,
+        2
+      ).limitToMaxYear(maxLossYear)
 
     val peatValueIndicator: ForestChangeDiagnosticDataValueYearly =
       ForestChangeDiagnosticDataValueYearly.fill(peat_area.value).limitToMaxYear(maxLossYear)
@@ -212,22 +200,21 @@ case class ForestChangeDiagnosticData(
     val deforestationThreatIndicator: ForestChangeDiagnosticDataLossYearly =
       ForestChangeDiagnosticDataLossYearly(
         SortedMap(
-          years.map(year =>
-            (
-              year, {
+          years.map(
+            year =>
+              (year, {
                 // Somehow the compiler cannot infer the types correctly
                 // I hence declare them here explicitly to help him out.
                 val thisYearLoss: Double =
-                  filtered_tree_cover_loss_yearly.value
-                    .getOrElse(year, 0)
+                filtered_tree_cover_loss_yearly.value
+                  .getOrElse(year, 0)
 
                 val lastYearLoss: Double =
                   filtered_tree_cover_loss_yearly.value
                     .getOrElse(year - 1, 0)
 
                 thisYearLoss + lastYearLoss
-              }
-            )
+              })
           ): _*
         )
       ).limitToMaxYear(maxLossYear)
@@ -235,14 +222,14 @@ case class ForestChangeDiagnosticData(
     val peatThreatIndicator: ForestChangeDiagnosticDataLossYearly =
       ForestChangeDiagnosticDataLossYearly(
         SortedMap(
-          years.map(year =>
-            (
-              year, {
+          years.map(
+            year =>
+              (year, {
                 // Somehow the compiler cannot infer the types correctly
                 // I hence declare them here explicitly to help him out.
                 val thisYearPeatLoss: Double =
-                  filtered_tree_cover_loss_peat_yearly.value
-                    .getOrElse(year, 0)
+                filtered_tree_cover_loss_peat_yearly.value
+                  .getOrElse(year, 0)
 
                 val lastYearPeatLoss: Double =
                   filtered_tree_cover_loss_peat_yearly.value
@@ -250,8 +237,7 @@ case class ForestChangeDiagnosticData(
 
                 thisYearPeatLoss + lastYearPeatLoss + plantation_on_peat_area.value
 
-              }
-            )
+              })
           ): _*
         )
       ).limitToMaxYear(maxLossYear)
@@ -259,22 +245,21 @@ case class ForestChangeDiagnosticData(
     val protectedAreaThreatIndicator: ForestChangeDiagnosticDataLossYearly =
       ForestChangeDiagnosticDataLossYearly(
         SortedMap(
-          years.map(year =>
-            (
-              year, {
+          years.map(
+            year =>
+              (year, {
                 // Somehow the compiler cannot infer the types correctly
                 // I hence declare them here explicitly to help him out.
                 val thisYearProtectedAreaLoss: Double =
-                  filtered_tree_cover_loss_protected_areas_yearly.value
-                    .getOrElse(year, 0)
+                filtered_tree_cover_loss_protected_areas_yearly.value
+                  .getOrElse(year, 0)
 
                 val lastYearProtectedAreaLoss: Double =
                   filtered_tree_cover_loss_protected_areas_yearly.value
                     .getOrElse(year - 1, 0)
 
                 thisYearProtectedAreaLoss + lastYearProtectedAreaLoss + plantation_in_protected_areas_area.value
-              }
-            )
+              })
           ): _*
         )
       ).limitToMaxYear(maxLossYear)
@@ -285,8 +270,7 @@ case class ForestChangeDiagnosticData(
       commodity_value_protected_areas = protectedAreaValueIndicator,
       commodity_threat_deforestation = deforestationThreatIndicator,
       commodity_threat_peat = peatThreatIndicator,
-      commodity_threat_protected_areas = protectedAreaThreatIndicator
-    )
+      commodity_threat_protected_areas = protectedAreaThreatIndicator)
   }
 
 }
@@ -310,9 +294,6 @@ object ForestChangeDiagnosticData {
       ForestChangeDiagnosticDataLossYearly.empty,
       ForestChangeDiagnosticDataLossYearly.empty,
       ForestChangeDiagnosticDataLossYearly.empty,
-      ForestChangeDiagnosticDataLossYearly.empty,
-      ForestChangeDiagnosticDataLossYearly.empty,
-      ForestChangeDiagnosticDataLossYearly.empty,
       ForestChangeDiagnosticDataLossYearlyCategory.empty,
       ForestChangeDiagnosticDataDouble.empty,
       ForestChangeDiagnosticDataDouble.empty,
@@ -351,17 +332,17 @@ object ForestChangeDiagnosticData {
       ForestChangeDiagnosticDataLossYearly.empty,
       ForestChangeDiagnosticDataLossYearly.empty,
       ForestChangeDiagnosticDataLossYearly.empty,
-      ForestChangeDiagnosticDataLossYearly.empty
+      ForestChangeDiagnosticDataLossYearly.empty,
     )
 
   implicit val lossDataSemigroup: Semigroup[ForestChangeDiagnosticData] =
     new Semigroup[ForestChangeDiagnosticData] {
-      def combine(x: ForestChangeDiagnosticData, y: ForestChangeDiagnosticData): ForestChangeDiagnosticData =
+      def combine(x: ForestChangeDiagnosticData,
+                  y: ForestChangeDiagnosticData): ForestChangeDiagnosticData =
         x.merge(y)
     }
 
   implicit def dataExpressionEncoder: ExpressionEncoder[ForestChangeDiagnosticData] =
-    frameless
-      .TypedExpressionEncoder[ForestChangeDiagnosticData]
+    frameless.TypedExpressionEncoder[ForestChangeDiagnosticData]
       .asInstanceOf[ExpressionEncoder[ForestChangeDiagnosticData]]
 }
diff --git a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticGridSources.scala b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticGridSources.scala
index 6f359f6c..0fdc566c 100644
--- a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticGridSources.scala
+++ b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticGridSources.scala
@@ -6,10 +6,11 @@ import geotrellis.raster.Raster
 import org.globalforestwatch.grids.{GridSources, GridTile}
 import org.globalforestwatch.layers._
 
-/** @param gridTile
-  *   top left corner, padded from east ex: "10N_010E"
+/**
+  * @param gridTile top left corner, padded from east ex: "10N_010E"
   */
-case class ForestChangeDiagnosticGridSources(gridTile: GridTile, kwargs: Map[String, Any]) extends GridSources {
+case class ForestChangeDiagnosticGridSources(gridTile: GridTile, kwargs: Map[String, Any])
+  extends GridSources {
 
   val treeCoverLoss: TreeCoverLoss = TreeCoverLoss(gridTile, kwargs)
   val treeCoverDensity2000: TreeCoverDensityPercent2000 = TreeCoverDensityPercent2000(gridTile, kwargs)
@@ -22,17 +23,17 @@ case class ForestChangeDiagnosticGridSources(gridTile: GridTile, kwargs: Map[Str
   val isSoyPlantedArea: SoyPlantedAreas = SoyPlantedAreas(gridTile, kwargs)
   val idnForestArea: IndonesiaForestArea = IndonesiaForestArea(gridTile, kwargs)
   val isIDNForestMoratorium: IndonesiaForestMoratorium = IndonesiaForestMoratorium(gridTile, kwargs)
-  val prodesAmazonLossYear: ProdesAmazonLossYear = ProdesAmazonLossYear(gridTile, kwargs)
-  val prodesCerradoLossYear: ProdesCerradoLossYear = ProdesCerradoLossYear(gridTile, kwargs)
+  val prodesLossYear: ProdesLossYear = ProdesLossYear(gridTile, kwargs)
   val braBiomes: BrazilBiomes = BrazilBiomes(gridTile, kwargs)
   val isPlantation: PlantedForestsBool = PlantedForestsBool(gridTile, kwargs)
   val gfwProCoverage: GFWProCoverage = GFWProCoverage(gridTile, kwargs)
   val argOTBN: ArgOTBN = ArgOTBN(gridTile, kwargs)
 
+
   def readWindow(
-    windowKey: SpatialKey,
-    windowLayout: LayoutDefinition
-  ): Either[Throwable, Raster[ForestChangeDiagnosticTile]] = {
+                  windowKey: SpatialKey,
+                  windowLayout: LayoutDefinition
+                ): Either[Throwable, Raster[ForestChangeDiagnosticTile]] = {
 
     for {
       // Failure for any of these reads will result in function returning Left[Throwable]
@@ -58,13 +59,13 @@ case class ForestChangeDiagnosticGridSources(gridTile: GridTile, kwargs: Map[Str
       val isSoyPlantedAreasTile = isSoyPlantedArea.fetchWindow(windowKey, windowLayout)
       val idnForestAreaTile = idnForestArea.fetchWindow(windowKey, windowLayout)
       val isINDForestMoratoriumTile = isIDNForestMoratorium.fetchWindow(windowKey, windowLayout)
-      val prodesAmazonLossYearTile = prodesAmazonLossYear.fetchWindow(windowKey, windowLayout)
-      val prodesCerradoLossYearTile = prodesCerradoLossYear.fetchWindow(windowKey, windowLayout)
+      val prodesLossYearTile = prodesLossYear.fetchWindow(windowKey, windowLayout)
       val braBiomesTile = braBiomes.fetchWindow(windowKey, windowLayout)
       val isPlantationTile = isPlantation.fetchWindow(windowKey, windowLayout)
       val gfwProCoverageTile = gfwProCoverage.fetchWindow(windowKey, windowLayout)
       val argOTBNTile = argOTBN.fetchWindow(windowKey, windowLayout)
 
+
       val tile = ForestChangeDiagnosticTile(
         lossTile,
         tcd2000Tile,
@@ -77,8 +78,7 @@ case class ForestChangeDiagnosticGridSources(gridTile: GridTile, kwargs: Map[Str
         isSoyPlantedAreasTile,
         idnForestAreaTile,
         isINDForestMoratoriumTile,
-        prodesAmazonLossYearTile,
-        prodesCerradoLossYearTile,
+        prodesLossYearTile,
         braBiomesTile,
         isPlantationTile,
         gfwProCoverageTile,
@@ -98,9 +98,9 @@ object ForestChangeDiagnosticGridSources {
       .empty[String, ForestChangeDiagnosticGridSources]
 
   def getCachedSources(
-    gridTile: GridTile,
-    kwargs: Map[String, Any]
-  ): ForestChangeDiagnosticGridSources = {
+                        gridTile: GridTile,
+                        kwargs: Map[String, Any]
+                      ): ForestChangeDiagnosticGridSources = {
 
     cache.getOrElseUpdate(
       gridTile.tileId,
diff --git a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticRawDataGroup.scala b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticRawDataGroup.scala
index bd4676a2..93e95ab7 100644
--- a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticRawDataGroup.scala
+++ b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticRawDataGroup.scala
@@ -1,34 +1,30 @@
 package org.globalforestwatch.summarystats.forest_change_diagnostic
 
-case class ForestChangeDiagnosticRawDataGroup(
-  umdTreeCoverLossYear: Int,
-  isUMDLoss: Boolean,
-  prodesAmazonLossYear: Int,
-  prodesCerradoLossYear: Int,
-  isProdesAmazonLoss: Boolean,
-  isProdesCerradoLoss: Boolean,
-  isTreeCoverExtent30: Boolean,
-  isTreeCoverExtent90: Boolean,
-  isPrimaryForest: Boolean,
-  isPeatlands: Boolean,
-  isIntactForestLandscapes2000: Boolean,
-  isProtectedArea: Boolean,
-  seAsiaLandCover: String,
-  idnLandCover: String,
-  isSoyPlantedAreas: Boolean,
-  idnForestArea: String,
-  isIdnForestMoratorium: Boolean,
-  braBiomes: String,
-  isPlantation: Boolean,
-  argOTBN: String,
-  southAmericaPresence: Boolean,
-  legalAmazonPresence: Boolean,
-  braBiomesPresence: Boolean,
-  cerradoBiomesPresence: Boolean,
-  seAsiaPresence: Boolean,
-  idnPresence: Boolean,
-  argPresence: Boolean
-) {
+case class ForestChangeDiagnosticRawDataGroup(umdTreeCoverLossYear: Int,
+                                              isUMDLoss: Boolean,
+                                              prodesLossYear: Int,
+                                              isProdesLoss: Boolean,
+                                              isTreeCoverExtent30: Boolean,
+                                              isTreeCoverExtent90: Boolean,
+                                              isPrimaryForest: Boolean,
+                                              isPeatlands: Boolean,
+                                              isIntactForestLandscapes2000: Boolean,
+                                              isProtectedArea: Boolean,
+                                              seAsiaLandCover: String,
+                                              idnLandCover: String,
+                                              isSoyPlantedAreas: Boolean,
+                                              idnForestArea: String,
+                                              isIdnForestMoratorium: Boolean,
+                                              braBiomes: String,
+                                              isPlantation: Boolean,
+                                              argOTBN: String,
+                                              southAmericaPresence: Boolean,
+                                              legalAmazonPresence: Boolean,
+                                              braBiomesPresence: Boolean,
+                                              cerradoBiomesPresence: Boolean,
+                                              seAsiaPresence: Boolean,
+                                              idnPresence: Boolean,
+                                              argPresence: Boolean) {
 
   /** Produce a partial ForestChangeDiagnosticData only for the loss year in this data group */
   def toForestChangeDiagnosticData(totalArea: Double): ForestChangeDiagnosticData = ForestChangeDiagnosticData(
@@ -42,96 +38,93 @@ case class ForestChangeDiagnosticRawDataGroup(
       totalArea,
       isUMDLoss && isTreeCoverExtent90
     ),
-    tree_cover_loss_primary_forest_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      umdTreeCoverLossYear,
-      totalArea,
-      isPrimaryForest && isUMDLoss
-    ),
+    tree_cover_loss_primary_forest_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        umdTreeCoverLossYear,
+        totalArea,
+        isPrimaryForest && isUMDLoss
+      ),
     tree_cover_loss_peat_yearly = ForestChangeDiagnosticDataLossYearly.fill(
       umdTreeCoverLossYear,
       totalArea,
       isPeatlands && isUMDLoss
     ),
-    tree_cover_loss_intact_forest_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      umdTreeCoverLossYear,
-      totalArea,
-      isIntactForestLandscapes2000 && isUMDLoss
-    ),
-    tree_cover_loss_protected_areas_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      umdTreeCoverLossYear,
-      totalArea,
-      isProtectedArea && isUMDLoss
-    ),
-    tree_cover_loss_arg_otbn_yearly = ForestChangeDiagnosticDataLossYearlyCategory.fill(
-      argOTBN,
-      umdTreeCoverLossYear,
-      totalArea,
-      include = isUMDLoss
-    ),
-    tree_cover_loss_sea_landcover_yearly = ForestChangeDiagnosticDataLossYearlyCategory.fill(
-      seAsiaLandCover,
-      umdTreeCoverLossYear,
-      totalArea,
-      include = isUMDLoss
-    ),
-    tree_cover_loss_idn_landcover_yearly = ForestChangeDiagnosticDataLossYearlyCategory.fill(
-      idnLandCover,
-      umdTreeCoverLossYear,
-      totalArea,
-      include = isUMDLoss
-    ),
-    tree_cover_loss_soy_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      umdTreeCoverLossYear,
-      totalArea,
-      isSoyPlantedAreas && isUMDLoss
-    ),
-    tree_cover_loss_idn_legal_yearly = ForestChangeDiagnosticDataLossYearlyCategory.fill(
-      idnForestArea,
+    tree_cover_loss_intact_forest_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        umdTreeCoverLossYear,
+        totalArea,
+        isIntactForestLandscapes2000 && isUMDLoss
+      ),
+    tree_cover_loss_protected_areas_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        umdTreeCoverLossYear,
+        totalArea,
+        isProtectedArea && isUMDLoss
+      ),
+    tree_cover_loss_arg_otbn_yearly = 
+      ForestChangeDiagnosticDataLossYearlyCategory.fill(
+      argOTBN, 
       umdTreeCoverLossYear,
       totalArea,
       include = isUMDLoss
     ),
-    tree_cover_loss_idn_forest_moratorium_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      umdTreeCoverLossYear,
-      totalArea,
-      isIdnForestMoratorium && isUMDLoss
-    ),
-    tree_cover_loss_prodes_amazon_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      prodesAmazonLossYear,
-      totalArea,
-      isProdesAmazonLoss
-    ),
-    tree_cover_loss_prodes_cerrado_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      prodesCerradoLossYear,
-      totalArea,
-      isProdesCerradoLoss
-    ),
-    tree_cover_loss_prodes_amazon_wdpa_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      prodesAmazonLossYear,
-      totalArea,
-      isProdesAmazonLoss && isProtectedArea
-    ),
-    tree_cover_loss_prodes_cerrado_wdpa_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      prodesCerradoLossYear,
-      totalArea,
-      isProdesCerradoLoss && isProtectedArea
-    ),
-    tree_cover_loss_prodes_amazon_primary_forest_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      prodesAmazonLossYear,
-      totalArea,
-      isProdesAmazonLoss && isPrimaryForest
-    ),
-    tree_cover_loss_prodes_cerrado_primary_forest_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      prodesCerradoLossYear,
-      totalArea,
-      isProdesCerradoLoss && isPrimaryForest
-    ),
-    tree_cover_loss_brazil_biomes_yearly = ForestChangeDiagnosticDataLossYearlyCategory.fill(
-      braBiomes,
-      umdTreeCoverLossYear,
+    tree_cover_loss_sea_landcover_yearly =
+      ForestChangeDiagnosticDataLossYearlyCategory.fill(
+        seAsiaLandCover,
+        umdTreeCoverLossYear,
+        totalArea,
+        include = isUMDLoss
+      ),
+    tree_cover_loss_idn_landcover_yearly =
+      ForestChangeDiagnosticDataLossYearlyCategory.fill(
+        idnLandCover,
+        umdTreeCoverLossYear,
+        totalArea,
+        include = isUMDLoss
+      ),
+    tree_cover_loss_soy_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        umdTreeCoverLossYear,
+        totalArea,
+        isSoyPlantedAreas && isUMDLoss
+      ),
+    tree_cover_loss_idn_legal_yearly =
+      ForestChangeDiagnosticDataLossYearlyCategory.fill(
+        idnForestArea,
+        umdTreeCoverLossYear,
+        totalArea,
+        include = isUMDLoss
+      ),
+    tree_cover_loss_idn_forest_moratorium_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        umdTreeCoverLossYear,
+        totalArea,
+        isIdnForestMoratorium && isUMDLoss
+      ),
+    tree_cover_loss_prodes_yearly = ForestChangeDiagnosticDataLossYearly.fill(
+      prodesLossYear,
       totalArea,
-      include = isUMDLoss
+      isProdesLoss
     ),
+    tree_cover_loss_prodes_wdpa_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        prodesLossYear,
+        totalArea,
+        isProdesLoss && isProtectedArea
+      ),
+    tree_cover_loss_prodes_primary_forest_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        prodesLossYear,
+        totalArea,
+        isProdesLoss && isPrimaryForest
+      ),
+    tree_cover_loss_brazil_biomes_yearly =
+      ForestChangeDiagnosticDataLossYearlyCategory.fill(
+        braBiomes,
+        umdTreeCoverLossYear,
+        totalArea,
+        include = isUMDLoss
+      ),
     tree_cover_extent_total = ForestChangeDiagnosticDataDouble
       .fill(totalArea, isTreeCoverExtent30),
     tree_cover_extent_primary_forest = ForestChangeDiagnosticDataDouble.fill(
@@ -179,30 +172,36 @@ case class ForestChangeDiagnosticRawDataGroup(
       .fill(braBiomesPresence),
     cerrado_biome_presence = ForestChangeDiagnosticDataBoolean
       .fill(cerradoBiomesPresence),
-    southeast_asia_presence = ForestChangeDiagnosticDataBoolean.fill(seAsiaPresence),
-    indonesia_presence = ForestChangeDiagnosticDataBoolean.fill(idnPresence),
-    argentina_presence = ForestChangeDiagnosticDataBoolean.fill(argPresence),
+    southeast_asia_presence =
+      ForestChangeDiagnosticDataBoolean.fill(seAsiaPresence),
+    indonesia_presence =
+      ForestChangeDiagnosticDataBoolean.fill(idnPresence),
+    argentina_presence =
+      ForestChangeDiagnosticDataBoolean.fill(argPresence),
     filtered_tree_cover_extent = ForestChangeDiagnosticDataDouble
       .fill(
         totalArea,
         isTreeCoverExtent90 && !isPlantation
       ),
-    filtered_tree_cover_extent_yearly = ForestChangeDiagnosticDataValueYearly.empty,
+    filtered_tree_cover_extent_yearly =
+      ForestChangeDiagnosticDataValueYearly.empty,
     filtered_tree_cover_loss_yearly = ForestChangeDiagnosticDataLossYearly.fill(
       umdTreeCoverLossYear,
       totalArea,
       isUMDLoss && isTreeCoverExtent90 && !isPlantation
     ),
-    filtered_tree_cover_loss_peat_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      umdTreeCoverLossYear,
-      totalArea,
-      isUMDLoss && isTreeCoverExtent90 && !isPlantation && isPeatlands
-    ),
-    filtered_tree_cover_loss_protected_areas_yearly = ForestChangeDiagnosticDataLossYearly.fill(
-      umdTreeCoverLossYear,
-      totalArea,
-      isUMDLoss && isTreeCoverExtent90 && !isPlantation && isProtectedArea
-    ),
+    filtered_tree_cover_loss_peat_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        umdTreeCoverLossYear,
+        totalArea,
+        isUMDLoss && isTreeCoverExtent90 && !isPlantation && isPeatlands
+      ),
+    filtered_tree_cover_loss_protected_areas_yearly =
+      ForestChangeDiagnosticDataLossYearly.fill(
+        umdTreeCoverLossYear,
+        totalArea,
+        isUMDLoss && isTreeCoverExtent90 && !isPlantation && isProtectedArea
+      ),
     plantation_area = ForestChangeDiagnosticDataDouble
       .fill(totalArea, isPlantation),
     plantation_on_peat_area = ForestChangeDiagnosticDataDouble
@@ -223,4 +222,6 @@ case class ForestChangeDiagnosticRawDataGroup(
     commodity_threat_protected_areas = ForestChangeDiagnosticDataLossYearly.empty,
     commodity_threat_fires = ForestChangeDiagnosticDataLossYearly.empty
   )
-}
+  }
+
+
diff --git a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticSummary.scala b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticSummary.scala
index cd11fed3..76f86e5d 100644
--- a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticSummary.scala
+++ b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticSummary.scala
@@ -8,8 +8,9 @@ import org.globalforestwatch.util.Geodesy
 
 /** LossData Summary by year */
 case class ForestChangeDiagnosticSummary(
-  stats: Map[ForestChangeDiagnosticRawDataGroup, ForestChangeDiagnosticRawData] = Map.empty
-) extends Summary[ForestChangeDiagnosticSummary] {
+                                          stats: Map[ForestChangeDiagnosticRawDataGroup,
+                                            ForestChangeDiagnosticRawData] = Map.empty
+                                        ) extends Summary[ForestChangeDiagnosticSummary] {
 
   /** Combine two Maps and combine their LossData when a year is present in both */
   def merge(
@@ -38,23 +39,23 @@ object ForestChangeDiagnosticSummary {
 
   def getGridVisitor(
     kwargs: Map[String, Any]
-  ): GridVisitor[Raster[ForestChangeDiagnosticTile], ForestChangeDiagnosticSummary] =
+  ): GridVisitor[Raster[ForestChangeDiagnosticTile],
+                 ForestChangeDiagnosticSummary] =
     new GridVisitor[Raster[ForestChangeDiagnosticTile], ForestChangeDiagnosticSummary] {
       private var acc: ForestChangeDiagnosticSummary =
         new ForestChangeDiagnosticSummary()
 
       def result: ForestChangeDiagnosticSummary = acc
 
-      def visit(raster: Raster[ForestChangeDiagnosticTile], col: Int, row: Int): Unit = {
+      def visit(raster: Raster[ForestChangeDiagnosticTile],
+                col: Int,
+                row: Int): Unit = {
 
         // This is a pixel by pixel operation
 
         // pixel Area
         val lat: Double = raster.rasterExtent.gridRowToMap(row)
-        val area: Double = Geodesy.pixelArea(
-          lat,
-          raster.cellSize
-        ) // uses Pixel's center coordiate.  +- raster.cellSize.height/2 doesn't make much of a difference
+        val area: Double = Geodesy.pixelArea(lat, raster.cellSize) // uses Pixel's center coordiate.  +- raster.cellSize.height/2 doesn't make much of a difference
         val areaHa = area / 10000.0
 
         // input layers
@@ -75,16 +76,8 @@ object ForestChangeDiagnosticSummary {
         val isIntactForestLandscapes2000: Boolean =
           raster.tile.isIntactForestLandscapes2000.getData(col, row)
         val wdpa: String = raster.tile.wdpaProtectedAreas.getData(col, row)
-        val prodesAmazonLossYear: Int = {
-          val loss = raster.tile.prodesAmazonLossYear.getData(col, row)
-          if (loss != null) {
-            loss.toInt
-          } else {
-            0
-          }
-        }
-        val prodesCerradoLossYear: Int = {
-          val loss = raster.tile.prodesCerradoLossYear.getData(col, row)
+        val prodesLossYear: Int = {
+          val loss = raster.tile.prodesLossYear.getData(col, row)
           if (loss != null) {
             loss.toInt
           } else {
@@ -110,8 +103,8 @@ object ForestChangeDiagnosticSummary {
         val isTreeCoverExtent90: Boolean = tcd2000 > 90
         val isUMDLoss: Boolean = isTreeCoverExtent30 && umdTreeCoverLossYear > 0
         val isProtectedArea: Boolean = wdpa != ""
-        val isProdesAmazonLoss: Boolean = prodesAmazonLossYear > 0
-        val isProdesCerradoLoss: Boolean = prodesCerradoLossYear > 0
+        val isProdesLoss: Boolean = prodesLossYear > 0
+
         val southAmericaPresence =
           gfwProCoverage.getOrElse("South America", false)
         val legalAmazonPresence =
@@ -126,10 +119,8 @@ object ForestChangeDiagnosticSummary {
         val groupKey = ForestChangeDiagnosticRawDataGroup(
           umdTreeCoverLossYear,
           isUMDLoss,
-          prodesAmazonLossYear,
-          prodesCerradoLossYear,
-          isProdesAmazonLoss,
-          isProdesCerradoLoss,
+          prodesLossYear,
+          isProdesLoss,
           isTreeCoverExtent30,
           isTreeCoverExtent90,
           isPrimaryForest,
diff --git a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticTile.scala b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticTile.scala
index 1051bbaa..26649710 100644
--- a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticTile.scala
+++ b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticTile.scala
@@ -3,28 +3,29 @@ package org.globalforestwatch.summarystats.forest_change_diagnostic
 import geotrellis.raster.{CellGrid, CellType}
 import org.globalforestwatch.layers._
 
-/** Tile-like structure to hold tiles from datasets required for our summary. We can not use GeoTrellis MultibandTile because it requires
-  * all bands share a CellType.
+/**
+  *
+  * Tile-like structure to hold tiles from datasets required for our summary.
+  * We can not use GeoTrellis MultibandTile because it requires all bands share a CellType.
   */
 case class ForestChangeDiagnosticTile(
-  loss: TreeCoverLoss#ITile,
-  tcd2000: TreeCoverDensityPercent2000#ITile,
-  isPrimaryForest: PrimaryForest#OptionalITile,
-  isPeatlands: Peatlands#OptionalITile,
-  isIntactForestLandscapes2000: IntactForestLandscapes2000#OptionalITile,
-  wdpaProtectedAreas: ProtectedAreas#OptionalITile,
-  seAsiaLandCover: SEAsiaLandCover#OptionalITile,
-  idnLandCover: IndonesiaLandCover#OptionalITile,
-  isSoyPlantedArea: SoyPlantedAreas#OptionalITile,
-  idnForestArea: IndonesiaForestArea#OptionalITile,
-  isIDNForestMoratorium: IndonesiaForestMoratorium#OptionalITile,
-  prodesAmazonLossYear: ProdesAmazonLossYear#OptionalITile,
-  prodesCerradoLossYear: ProdesCerradoLossYear#OptionalITile,
-  braBiomes: BrazilBiomes#OptionalITile,
-  isPlantation: PlantedForestsBool#OptionalITile,
-  gfwProCoverage: GFWProCoverage#OptionalITile,
-  argOTBN: ArgOTBN#OptionalITile
-) extends CellGrid[Int] {
+                                       loss: TreeCoverLoss#ITile,
+                                       tcd2000: TreeCoverDensityPercent2000#ITile,
+                                       isPrimaryForest: PrimaryForest#OptionalITile,
+                                       isPeatlands: Peatlands#OptionalITile,
+                                       isIntactForestLandscapes2000: IntactForestLandscapes2000#OptionalITile,
+                                       wdpaProtectedAreas: ProtectedAreas#OptionalITile,
+                                       seAsiaLandCover: SEAsiaLandCover#OptionalITile,
+                                       idnLandCover: IndonesiaLandCover#OptionalITile,
+                                       isSoyPlantedArea: SoyPlantedAreas#OptionalITile,
+                                       idnForestArea: IndonesiaForestArea#OptionalITile,
+                                       isIDNForestMoratorium: IndonesiaForestMoratorium#OptionalITile,
+                                       prodesLossYear: ProdesLossYear#OptionalITile,
+                                       braBiomes: BrazilBiomes#OptionalITile,
+                                       isPlantation: PlantedForestsBool#OptionalITile,
+                                       gfwProCoverage: GFWProCoverage#OptionalITile,
+                                       argOTBN: ArgOTBN#OptionalITile
+                                     ) extends CellGrid[Int] {
 
   def cellType: CellType = loss.cellType
 
diff --git a/src/test/resources/palm-32-fcd-output/part-00000-16db04de-3864-40aa-98a5-c6ca58e882ce-c000.csv b/src/test/resources/palm-32-fcd-output/part-00000-4a23d5d0-56c1-4840-8264-9b4a48a83e9c-c000.csv
similarity index 72%
rename from src/test/resources/palm-32-fcd-output/part-00000-16db04de-3864-40aa-98a5-c6ca58e882ce-c000.csv
rename to src/test/resources/palm-32-fcd-output/part-00000-4a23d5d0-56c1-4840-8264-9b4a48a83e9c-c000.csv
index 5d76cb71..23a5d78c 100644
--- a/src/test/resources/palm-32-fcd-output/part-00000-16db04de-3864-40aa-98a5-c6ca58e882ce-c000.csv
+++ b/src/test/resources/palm-32-fcd-output/part-00000-4a23d5d0-56c1-4840-8264-9b4a48a83e9c-c000.csv
@@ -1,2 +1,2 @@
-list_id	location_id	status_code	location_error	tree_cover_loss_total_yearly	tree_cover_loss_primary_forest_yearly	tree_cover_loss_peat_yearly	tree_cover_loss_intact_forest_yearly	tree_cover_loss_protected_areas_yearly	tree_cover_loss_arg_otbn_yearly	tree_cover_loss_sea_landcover_yearly	tree_cover_loss_idn_landcover_yearly	tree_cover_loss_soy_yearly	tree_cover_loss_idn_legal_yearly	tree_cover_loss_idn_forest_moratorium_yearly	tree_cover_loss_prodes_amazon_yearly	tree_cover_loss_prodes_cerrado_yearly	tree_cover_loss_prodes_amazon_wdpa_yearly	tree_cover_loss_prodes_cerrado_wdpa_yearly	tree_cover_loss_prodes_amazon_primary_forest_yearly	tree_cover_loss_prodes_cerrado_primary_forest_yearly	tree_cover_loss_brazil_biomes_yearly	tree_cover_extent_total	tree_cover_extent_primary_forest	tree_cover_extent_protected_areas	tree_cover_extent_peat	tree_cover_extent_intact_forest	natural_habitat_primary	natural_habitat_intact_forest	total_area	protected_areas_area	peat_area	arg_otbn_area	brazil_biomes	idn_legal_area	sea_landcover_area	idn_landcover_area	idn_forest_moratorium_area	south_america_presence	legal_amazon_presence	brazil_biomes_presence	cerrado_biome_presence	southeast_asia_presence	indonesia_presence	argentina_presence	commodity_value_forest_extent	commodity_value_peat	commodity_value_protected_areas	commodity_threat_deforestation	commodity_threat_peat	commodity_threat_protected_areas	commodity_threat_fires
-1	31	2		{"2001":1021.7622,"2002":851.014,"2003":310.1835,"2004":2169.8398,"2005":2325.3843,"2006":4162.4968,"2007":2968.7863,"2008":4015.4403,"2009":2002.9194,"2010":1173.7001,"2011":1703.6902,"2012":2838.0498,"2013":1841.7568,"2014":2468.7732,"2015":2028.9672,"2016":3344.8135,"2017":1026.7609,"2018":525.5327,"2019":618.7052,"2020":924.699,"2021":857.8225,"2022":560.0482}	{"2001":154.8617,"2002":306.7253,"2003":92.3781,"2004":717.7405,"2005":1202.6952,"2006":1831.5766,"2007":1668.2764,"2008":1753.2317,"2009":797.282,"2010":454.5023,"2011":872.3613,"2012":1251.8543,"2013":1083.6799,"2014":1290.2177,"2015":1360.2574,"2016":2313.5001,"2017":286.2809,"2018":159.8557,"2019":162.3929,"2020":134.2652,"2021":167.4697,"2022":133.6506}	{"2001":557.4251,"2002":236.2539,"2003":71.8566,"2004":741.25,"2005":957.52,"2006":1229.3335,"2007":1037.5018,"2008":891.235,"2009":486.4665,"2010":363.5759,"2011":411.9212,"2012":1078.9246,"2013":862.5621,"2014":974.783,"2015":942.4571,"2016":1472.8429,"2017":211.3403,"2018":144.7173,"2019":148.7917,"2020":142.3323,"2021":122.7372,"2022":94.914}	{}	{"2001":42.2692,"2002":228.1732,"2003":11.3743,"2004":3.9196,"2005":1.614,"2006":15.3711,"2007":4.4576,"2008":2.8437,"2009":4.765,"2010":7.9931,"2011":10.7597,"2012":8.1466,"2013":0.1537,"2014":8.5307,"2015":18.6758,"2016":139.2616,"2017":10.7596,"2018":0.3843,"2019":0.2306,"2020":0.0,"2021":0.0769,"2022":0.0}	{}	{"Rubber plantation":{"2001":3.0745,"2002":16.5256,"2003":36.0493,"2004":66.1791,"2005":73.4812,"2006":25.9797,"2007":5.9184,"2008":56.571,"2009":47.7317,"2010":33.3581,"2011":21.9825,"2012":52.9583,"2013":11.9137,"2014":42.2742,"2015":34.2038,"2016":63.4883,"2017":10.6839,"2018":24.4423,"2019":22.1363,"2020":10.4533,"2021":25.826,"2022":26.1332},"Secondary forest":{"2001":240.1012,"2002":352.6874,"2003":51.186,"2004":522.8408,"2005":879.6014,"2006":1310.6826,"2007":981.6686,"2008":756.8744,"2009":359.2934,"2010":232.485,"2011":575.4717,"2012":1110.4372,"2013":787.2514,"2014":772.2979,"2015":966.528,"2016":1571.8466,"2017":149.9382,"2018":89.3794,"2019":136.8781,"2020":121.8915,"2021":68.6318,"2022":99.681},"Agriculture":{"2001":3.151,"2002":9.1452,"2003":5.4563,"2004":53.8715,"2005":30.3561,"2006":22.9009,"2007":6.5323,"2008":10.9893,"2009":159.7649,"2010":38.7323,"2011":100.4403,"2012":104.3592,"2013":15.3698,"2014":35.8124,"2015":19.6734,"2016":38.1942,"2017":19.2886,"2018":10.5282,"2019":11.2197,"2020":7.9922,"2021":12.1419,"2022":9.2218},"Oil palm plantation":{"2001":389.5357,"2002":222.339,"2003":103.9797,"2004":96.4524,"2005":67.8614,"2006":368.7244,"2007":440.2632,"2008":428.9814,"2009":151.7946,"2010":184.5942,"2011":113.5139,"2012":263.0128,"2013":147.9443,"2014":88.3878,"2015":58.1061,"2016":70.7105,"2017":44.5029,"2018":31.2823,"2019":233.0475,"2020":526.052,"2021":395.9972,"2022":105.2237},"Swamp":{"2001":265.2372,"2002":112.4372,"2003":38.2726,"2004":648.495,"2005":548.2747,"2006":855.4703,"2007":1129.3025,"2008":2086.08,"2009":484.4962,"2010":300.1085,"2011":526.378,"2012":478.8799,"2013":482.4034,"2014":742.3953,"2015":446.518,"2016":539.8938,"2017":620.8959,"2018":204.1215,"2019":105.5176,"2020":122.2736,"2021":197.9767,"2022":240.6287},"Settlements":{"2001":0.1537,"2002":0.9992,"2003":0.0,"2004":0.6918,"2005":0.1537,"2006":1.1529,"2007":1.1529,"2008":0.538,"2009":1.0761,"2010":0.8455,"2011":1.1529,"2012":0.8454,"2013":0.0,"2014":0.6918,"2015":0.1537,"2016":0.2306,"2017":0.3843,"2018":0.0,"2019":0.1537,"2020":1.1529,"2021":1.3067,"2022":1.691},"Grassland/shrub":{"2001":59.3337,"2002":89.231,"2003":37.5821,"2004":445.7701,"2005":432.4583,"2006":514.3995,"2007":235.9463,"2008":500.7963,"2009":334.6362,"2010":269.6786,"2011":186.2981,"2012":378.8895,"2013":330.4736,"2014":424.3189,"2015":165.2413,"2016":151.5619,"2017":77.7013,"2018":84.6964,"2019":29.59,"2020":91.3842,"2021":53.8004,"2022":41.7326},"Primary 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diff --git a/src/test/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticAnalysisSpec.scala b/src/test/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticAnalysisSpec.scala
index dab5eab5..016450dc 100644
--- a/src/test/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticAnalysisSpec.scala
+++ b/src/test/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticAnalysisSpec.scala
@@ -36,8 +36,7 @@ class ForestChangeDiagnosticAnalysisSpec extends TestEnvironment with DataFrameC
 
   /** Function to update expected results when this test becomes invalid */
   def saveExpectedFcdResult(fcd: DataFrame): Unit = {
-    fcd
-      .repartition(1)
+    fcd.repartition(1)
       .write
       .mode(SaveMode.Overwrite)
       .options(ForestChangeDiagnosticExport.csvOptions)