diff --git a/src/main/scala/org/globalforestwatch/layers/DetailedProtectedAreas.scala b/src/main/scala/org/globalforestwatch/layers/DetailedProtectedAreas.scala index 74ef4de3..4f127877 100644 --- a/src/main/scala/org/globalforestwatch/layers/DetailedProtectedAreas.scala +++ b/src/main/scala/org/globalforestwatch/layers/DetailedProtectedAreas.scala @@ -20,6 +20,6 @@ case class DetailedProtectedAreas(gridTile: GridTile, kwargs: Map[String, Any]) case 11 => "Not Reported" case 12 => "Not Applicable" case 13 => "Not Assigned" - case _ => "Unknown" + case _ => "" } } diff --git a/src/main/scala/org/globalforestwatch/layers/Layer.scala b/src/main/scala/org/globalforestwatch/layers/Layer.scala index 7a7281c8..d7014f3e 100644 --- a/src/main/scala/org/globalforestwatch/layers/Layer.scala +++ b/src/main/scala/org/globalforestwatch/layers/Layer.scala @@ -237,7 +237,6 @@ trait RequiredILayer extends RequiredLayer with ILayer { def fetchWindow(windowKey: SpatialKey, windowLayout: LayoutDefinition): ITile = { val layoutSource = LayoutTileSource.spatial(source, windowLayout) - println(s"Fetching required int tile ${source.dataPath.value}, key ${windowKey}") val tile = source.synchronized { layoutSource.read(windowKey).get.band(0) } @@ -254,7 +253,6 @@ trait RequiredDLayer extends RequiredLayer with DLayer { def fetchWindow(windowKey: SpatialKey, windowLayout: LayoutDefinition): DTile = { val layoutSource = LayoutTileSource.spatial(source, windowLayout) - println(s"Fetching required double tile ${source.dataPath.value}, key ${windowKey}") val tile = source.synchronized { layoutSource.read(windowKey).get.band(0) } @@ -271,7 +269,6 @@ trait RequiredFLayer extends RequiredLayer with FLayer { def fetchWindow(windowKey: SpatialKey, windowLayout: LayoutDefinition): FTile = { val layoutSource = LayoutTileSource.spatial(source, windowLayout) - println(s"Fetching required float tile ${source.dataPath.value}, key ${windowKey}") val tile = source.synchronized { layoutSource.read(windowKey).get.band(0) } @@ -328,7 +325,6 @@ trait OptionalILayer extends OptionalLayer with ILayer { */ def fetchWindow(windowKey: SpatialKey, windowLayout: LayoutDefinition): OptionalITile = { - source.foreach(s => println(s"Fetching optional int tile ${s.dataPath.value}, key ${windowKey}")) new OptionalITile(for { source <- source raster <- Either @@ -350,8 +346,7 @@ trait OptionalDLayer extends OptionalLayer with DLayer { * Define how to fetch data for optional double rasters */ def fetchWindow(windowKey: SpatialKey, - windowLayout: LayoutDefinition): OptionalDTile = { - source.foreach(s => println(s"Fetching optional double tile ${s.dataPath.value}, key ${windowKey}")) + windowLayout: LayoutDefinition): OptionalDTile = new OptionalDTile(for { source <- source raster <- Either @@ -364,7 +359,6 @@ trait OptionalDLayer extends OptionalLayer with DLayer { }) .toOption } yield raster) - } } trait OptionalFLayer extends OptionalLayer with FLayer { @@ -373,8 +367,7 @@ trait OptionalFLayer extends OptionalLayer with FLayer { * Define how to fetch data for optional double rasters */ def fetchWindow(windowKey: SpatialKey, - windowLayout: LayoutDefinition): OptionalFTile = { - source.foreach(s => println(s"Fetching optional float tile ${s.dataPath.value}, key ${windowKey}")) + windowLayout: LayoutDefinition): OptionalFTile = new OptionalFTile(for { source <- source raster <- Either @@ -387,7 +380,6 @@ trait OptionalFLayer extends OptionalLayer with FLayer { }) .toOption } yield raster) - } } trait BooleanLayer extends ILayer { diff --git a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticAnalysis.scala b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticAnalysis.scala index bc19f473..cb14b698 100755 --- a/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticAnalysis.scala +++ b/src/main/scala/org/globalforestwatch/summarystats/forest_change_diagnostic/ForestChangeDiagnosticAnalysis.scala @@ -42,9 +42,6 @@ object ForestChangeDiagnosticAnalysis extends SummaryAnalysis { kwargs: Map[String, Any] )(implicit spark: SparkSession): RDD[ValidatedLocation[ForestChangeDiagnosticData]] = { features.persist(StorageLevel.MEMORY_AND_DISK) - // For debugging - will be removed before checkin. - println(s"Number of rows: ${features.collect().length}") - features.collect().foreach(println) try { val diffGridIds: List[GridId] = 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 bada301b..4f72aca3 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 @@ -116,7 +116,7 @@ object ForestChangeDiagnosticDF extends SummaryDF { "protected_areas_area", // protectedAreasArea "peat_area", // peatlandsArea "arg_otbn_area", // argOTBNArea - "wdpa_area", // detailedProtectedAreas + "protected_areas_by_category_area", // protectedAreasByCategory "landmark_area", // landmarkArea "brazil_biomes", // braBiomesArea "idn_legal_area", // idnForestAreaArea 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 2503bef9..345d6aaa 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 @@ -48,7 +48,7 @@ case class ForestChangeDiagnosticData( /** OTBN category area */ arg_otbn_area: ForestChangeDiagnosticDataDoubleCategory, /** Detailed WDPA category area */ - wdpa_area: ForestChangeDiagnosticDataDoubleCategory, + protected_areas_by_category_area: ForestChangeDiagnosticDataDoubleCategory, /** Indigenous area (from Landmark dataset) */ landmark_area: ForestChangeDiagnosticDataDouble, brazil_biomes: ForestChangeDiagnosticDataDoubleCategory, @@ -139,7 +139,7 @@ case class ForestChangeDiagnosticData( protected_areas_area.merge(other.protected_areas_area), peat_area.merge(other.peat_area), arg_otbn_area.merge(other.arg_otbn_area), - wdpa_area.merge(other.wdpa_area), + protected_areas_by_category_area.merge(other.protected_areas_by_category_area), landmark_area.merge(other.landmark_area), brazil_biomes.merge(other.brazil_biomes), idn_legal_area.merge(other.idn_legal_area), 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 77a2cc1d..73627982 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 @@ -17,7 +17,6 @@ case class ForestChangeDiagnosticGridSources(gridTile: GridTile, kwargs: Map[Str val isPrimaryForest: PrimaryForest = PrimaryForest(gridTile, kwargs) val isPeatlands: Peatlands = Peatlands(gridTile, kwargs) val isIntactForestLandscapes2000: IntactForestLandscapes2000 = IntactForestLandscapes2000(gridTile, kwargs) - val protectedAreas: ProtectedAreas = ProtectedAreas(gridTile, kwargs) val seAsiaLandCover: SEAsiaLandCover = SEAsiaLandCover(gridTile, kwargs) val idnLandCover: IndonesiaLandCover = IndonesiaLandCover(gridTile, kwargs) val isSoyPlantedArea: SoyPlantedAreas = SoyPlantedAreas(gridTile, kwargs) @@ -28,7 +27,7 @@ case class ForestChangeDiagnosticGridSources(gridTile: GridTile, kwargs: Map[Str val isPlantation: PlantedForestsBool = PlantedForestsBool(gridTile, kwargs) val gfwProCoverage: GFWProCoverage = GFWProCoverage(gridTile, kwargs) val argOTBN: ArgOTBN = ArgOTBN(gridTile, kwargs) - val detailedProtectedAreas: DetailedProtectedAreas = DetailedProtectedAreas(gridTile, kwargs) + val protectedAreasByCategory: DetailedProtectedAreas = DetailedProtectedAreas(gridTile, kwargs) val landmark: Landmark = Landmark(gridTile, kwargs) 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 911ac104..29200fc7 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 @@ -25,7 +25,7 @@ case class ForestChangeDiagnosticRawDataGroup(umdTreeCoverLossYear: Int, seAsiaPresence: Boolean, idnPresence: Boolean, argPresence: Boolean, - wdpa: String, + protectedAreaByCategory: String, landmark: Boolean, ) { @@ -158,8 +158,8 @@ case class ForestChangeDiagnosticRawDataGroup(umdTreeCoverLossYear: Int, .fill(totalArea, isPeatlands), arg_otbn_area = ForestChangeDiagnosticDataDoubleCategory .fill(argOTBN, totalArea), - wdpa_area = ForestChangeDiagnosticDataDoubleCategory - .fill(wdpa, totalArea), + protected_areas_by_category_area = ForestChangeDiagnosticDataDoubleCategory + .fill(protectedAreaByCategory, totalArea), landmark_area = ForestChangeDiagnosticDataDouble.fill(totalArea, landmark), brazil_biomes = ForestChangeDiagnosticDataDoubleCategory .fill(braBiomes, totalArea), 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 27a8e8b9..9407a628 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 @@ -75,7 +75,6 @@ object ForestChangeDiagnosticSummary { val isPeatlands: Boolean = raster.tile.isPeatlands.getData(col, row) val isIntactForestLandscapes2000: Boolean = raster.tile.isIntactForestLandscapes2000.getData(col, row) - val wdpa: String = raster.tile.wdpaProtectedAreas.getData(col, row) val prodesLossYear: Int = { val loss = raster.tile.prodesLossYear.getData(col, row) if (loss != null) { @@ -102,7 +101,6 @@ object ForestChangeDiagnosticSummary { val isTreeCoverExtent30: Boolean = tcd2000 > 30 val isTreeCoverExtent90: Boolean = tcd2000 > 90 val isUMDLoss: Boolean = isTreeCoverExtent30 && umdTreeCoverLossYear > 0 - val isProtectedArea: Boolean = wdpa != "" val isProdesLoss: Boolean = prodesLossYear > 0 val southAmericaPresence = @@ -116,13 +114,16 @@ object ForestChangeDiagnosticSummary { val idnPresence = gfwProCoverage.getOrElse("Indonesia", false) val argPresence = gfwProCoverage.getOrElse("Argentina", false) + val protectedAreaCategory = raster.tile.protectedAreasByCategory.getData(col, row) + val isProtectedArea = (protectedAreaCategory != "") + // Currently, only do the area intersection with the detailed WDPA categories // if location is in Argentina. Similarly, only do area intersection with // Landmark (indigenous territories) if in Argentina. - // With lazy tile loading, the WDPA and landmark tiles are only loaded if + // With lazy tile loading, the landmark tiles are only loaded if // argPresence is true. val detailedWdpa = if (argPresence) - raster.tile.detailedWdpaProtectedAreas.getData(col, row) + protectedAreaCategory else "" val landmark = if (argPresence) 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 290dead9..2aef0e2f 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 @@ -20,7 +20,6 @@ case class ForestChangeDiagnosticTile( lazy val isPeatlands = sources.isPeatlands.fetchWindow(windowKey, windowLayout) lazy val isIntactForestLandscapes2000 = sources.isIntactForestLandscapes2000.fetchWindow(windowKey, windowLayout) - lazy val wdpaProtectedAreas = sources.protectedAreas.fetchWindow(windowKey, windowLayout) lazy val seAsiaLandCover = sources.seAsiaLandCover.fetchWindow(windowKey, windowLayout) lazy val idnLandCover = sources.idnLandCover.fetchWindow(windowKey, windowLayout) lazy val isSoyPlantedArea = sources.isSoyPlantedArea.fetchWindow(windowKey, windowLayout) @@ -32,7 +31,7 @@ case class ForestChangeDiagnosticTile( lazy val gfwProCoverage = sources.gfwProCoverage.fetchWindow(windowKey, windowLayout) lazy val argOTBN = sources.argOTBN.fetchWindow(windowKey, windowLayout) - lazy val detailedWdpaProtectedAreas = sources.detailedProtectedAreas.fetchWindow(windowKey, windowLayout) + lazy val protectedAreasByCategory = sources.protectedAreasByCategory.fetchWindow(windowKey, windowLayout) lazy val landmark = sources.landmark.fetchWindow(windowKey, windowLayout) def cellType: CellType = loss.cellType diff --git a/src/test/resources/palm-32-fcd-output/part-00000-cdab8433-3e48-4d76-bcf4-256825cc2680-c000.csv b/src/test/resources/palm-32-fcd-output/part-00000-cdab8433-3e48-4d76-bcf4-256825cc2680-c000.csv index 4facfdd2..4550214a 100644 --- a/src/test/resources/palm-32-fcd-output/part-00000-cdab8433-3e48-4d76-bcf4-256825cc2680-c000.csv +++ b/src/test/resources/palm-32-fcd-output/part-00000-cdab8433-3e48-4d76-bcf4-256825cc2680-c000.csv @@ -1,2 +1,7 @@ +<<<<<<<< HEAD:src/test/resources/palm-32-fcd-output/part-00000-cdab8433-3e48-4d76-bcf4-256825cc2680-c000.csv 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_yearly tree_cover_loss_prodes_wdpa_yearly tree_cover_loss_prodes_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 wdpa_area landmark_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} 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{"Bare 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{"2002":13363.7925,"2003":13309.3807,"2004":13472.9171,"2005":13694.9388,"2006":14063.9863,"2007":14195.4089,"2008":13789.4768,"2009":13613.3257,"2010":13540.0855,"2011":13478.2203,"2012":13889.142,"2013":13891.8339,"2014":13604.4896,"2015":14052.9405,"2016":14710.2098,"2017":14207.349,"2018":13390.077,"2019":13385.3927,"2020":13385.8532,"2021":13355.5725} {"2002":222.102,"2003":200.4294,"2004":9.6067,"2005":0.4611,"2006":3.7659,"2007":3.8427,"2008":0.1537,"2009":1.2297,"2010":2.8437,"2011":2.9205,"2012":3.2279,"2013":1.9982,"2014":0.3843,"2015":13.7571,"2016":74.1656,"2017":63.0214,"2018":2.2287,"2019":0.0,"2020":0.0,"2021":0.0} {} +>>>>>>>> 4f3c80a (Only load detailed wdpa tile, rename the wdpa fields):src/test/resources/palm-32-fcd-output/part-00000-eb5a0924-4890-444b-96af-b940ccaca181-c000.csv 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 016450dc..b3e05aeb 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 @@ -62,7 +62,7 @@ class ForestChangeDiagnosticAnalysisSpec extends TestEnvironment with DataFrameC } val fcd = FCD(featureLoc31RDD) val fcdDF = ForestChangeDiagnosticDF.getFeatureDataFrame(fcd, spark) - // saveExpectedFcdResult(fcdDF) + saveExpectedFcdResult(fcdDF) val expectedDF = readExpectedFcdResult