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			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::bushmeat-physical-value",
			"title": "Bushmeat (Physical Value)",
			"description": "<span style='background-color:rgb(255, 255, 255);'><font size='3'>Approximate physical bushmeat </font></span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif;'><span style='background-color:rgb(255, 255, 255);'><font size='3'>harvested (</font></span><span style='font-size:16px;'>in kilograms) per sub-national administrative area within the wildlife landscapes.</span></span>",
			"keyword": [
				"harvested resources",
				"ecosystems services",
				"bushmeat",
				"east africa",
				"natural capital"
			],
			"issued": "2021-11-03T09:06:26.000Z",
			"modified": "2021-11-26T08:23:58.825Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9835,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::bushmeat-physical-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/bushmeat/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2f6caecd455f4b8983ea4f26a36b357c/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2f6caecd455f4b8983ea4f26a36b357c/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2f6caecd455f4b8983ea4f26a36b357c/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2f6caecd455f4b8983ea4f26a36b357c/kml?layers=0"
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			"theme": [
				"geospatial"
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			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=939dc1738d5042c6837e2e055c8d22b9&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::east-africa-study-area-country-borders",
			"title": "East Africa (Study Area) Country Borders",
			"description": "Country borders sourced from https://gadm.org/",
			"keyword": [
				"east africa",
				"natcap",
				"administrative"
			],
			"issued": "2021-09-21T13:36:18.000Z",
			"modified": "2021-09-21T13:38:06.083Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "23.4408,-11.7613,41.9068,12.2364",
			"license": "Source: https://gadm.org/",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::east-africa-study-area-country-borders"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/EA%20Countries/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/939dc1738d5042c6837e2e055c8d22b9/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/939dc1738d5042c6837e2e055c8d22b9/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/939dc1738d5042c6837e2e055c8d22b9/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/939dc1738d5042c6837e2e055c8d22b9/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
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		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=ccbce776656e4411a6a7e7695cd1e831&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::white-rhinoceros-habitat-suitability",
			"title": "White Rhinoceros Habitat Suitability",
			"description": "<p style='margin-top:0px; margin-bottom:1.5rem; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:12pt;'><span style='font-family:&quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; font-size:15px;'>Blue wildebeest h</span><span style='font-size:12pt;'>abitat suitability under near-historic climate and under future climate in ca. 2050 based on three different CMIP5 climate models. Data sourced from Conservation International (2018).</span></p><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'><br /></span></font></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>The habitat suitability maps show the current habitat suitability based on current climate and the potential future habitat suitability as a result of changing climate. It does not account for current or future land use, hydrological changes, or inherent potential for adaptation to climate change. This approach maps where species are likely to migrate to as they attempt to stay within their specific climatic niche (Hijmans &amp; Graham, 2006). These species distribution models (SDMs) are based on the climate niches of their historical distributions, prior to major anthropogenic impacts.</span><br /></font><div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><font style='font-family:inherit;'><br /></font><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit; font-size:12pt;'>The layer was derived as part of the work conducted for the report: '</span><span style='font-family:inherit;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit;'>Four Selected Landscapes and </span><span style='font-family:inherit;'>Assessment of the Current Trajectory'.</span></p></div></div></div>",
			"keyword": [
				"rhinoceros",
				"natural capital",
				"east africa",
				"habitat suitability",
				"wildlife"
			],
			"issued": "2021-09-20T12:52:26.000Z",
			"modified": "2021-11-10T14:08:06.826Z",
			"publisher": {
				"name": "Conservation International"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.6667,-7.0298,38.4998,3.8633",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::white-rhinoceros-habitat-suitability"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/White_Rhinoceros_natcap/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/ccbce776656e4411a6a7e7695cd1e831/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/ccbce776656e4411a6a7e7695cd1e831/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/ccbce776656e4411a6a7e7695cd1e831/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/ccbce776656e4411a6a7e7695cd1e831/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=bfe5f375f36e4ff197475a5e391c8b0c&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::bamboo-monetary-value",
			"title": "Bamboo (Monetary Value)",
			"description": "Monetary value of bamboo harvested, in US$ per annum.",
			"keyword": [
				"harvested resources",
				"woody resources",
				"ecosystem services",
				"natural capital",
				"east africa",
				"bamboo"
			],
			"issued": "2021-11-03T14:09:45.000Z",
			"modified": "2021-12-01T08:33:04.024Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9858,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::bamboo-monetary-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Bamboo_monetary/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/bfe5f375f36e4ff197475a5e391c8b0c/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/bfe5f375f36e4ff197475a5e391c8b0c/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/bfe5f375f36e4ff197475a5e391c8b0c/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/bfe5f375f36e4ff197475a5e391c8b0c/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=37c7e09827254a598e30a89664fb692e&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::palm-leaves-physical-use",
			"title": "Palm Leaves (Physical Use)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Approximate physical palm leaves </span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>harvested (in kilograms) per sub-national administrative area within the wildlife landscapes.</span>",
			"keyword": [
				"harvested resources",
				"ecosystems services",
				"palm leaves",
				"east africa",
				"natural capital"
			],
			"issued": "2021-11-03T09:27:47.000Z",
			"modified": "2021-11-05T07:29:08.062Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9835,39.7904,4.6611",
			"license": "<div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><div style='margin-bottom:3rem;'><div><div style='max-width:100%; display:inherit;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</div></div></div></div>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::palm-leaves-physical-use"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/palm/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/37c7e09827254a598e30a89664fb692e/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/37c7e09827254a598e30a89664fb692e/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/37c7e09827254a598e30a89664fb692e/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/37c7e09827254a598e30a89664fb692e/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=4df581b8d8284b728b48ddc5ee66e3fb&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::honey-monetary-value",
			"title": "Honey (Monetary Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Monetary value of honey harvested, in US$ per annum.</span>",
			"keyword": [
				"honey",
				"harvested resources",
				"ecosystem services",
				"natural capital",
				"east africa"
			],
			"issued": "2021-11-04T15:52:10.000Z",
			"modified": "2021-12-01T08:24:01.003Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9858,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::honey-monetary-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Honey_monetary/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/4df581b8d8284b728b48ddc5ee66e3fb/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/4df581b8d8284b728b48ddc5ee66e3fb/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/4df581b8d8284b728b48ddc5ee66e3fb/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/4df581b8d8284b728b48ddc5ee66e3fb/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=01dd561555b64fbfbfe5e478f2bca1e6&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::poles-physical-value",
			"title": "Poles (Physical Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Approximate physical wooden poles and withies </span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>harvested (in cubic metres) per sub-national administrative area within the wildlife landscapes.</span>",
			"keyword": [
				"poles",
				"withies",
				"woody resources",
				"natural capital",
				"harvested resources",
				"east africa"
			],
			"issued": "2021-11-03T09:30:26.000Z",
			"modified": "2022-05-13T09:23:56.639Z",
			"publisher": {
				"name": "Anchor Environmental"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
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			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::poles-physical-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Poles_physical/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/01dd561555b64fbfbfe5e478f2bca1e6/csv?layers=0"
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					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/01dd561555b64fbfbfe5e478f2bca1e6/shapefile?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/01dd561555b64fbfbfe5e478f2bca1e6/geojson?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/01dd561555b64fbfbfe5e478f2bca1e6/kml?layers=0"
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			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=2306d632d5eb477183ff4d55a7baeaf4&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::honey-physical-value",
			"title": "Honey (Physical Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Approximate honey </span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>harvested (in litres) per sub-national administrative area within the wildlife landscapes.</span>",
			"keyword": [
				"honey",
				"harvesed resources",
				"ecosystem services",
				"natural capital",
				"east africa"
			],
			"issued": "2021-11-03T10:29:04.000Z",
			"modified": "2021-11-05T07:33:25.230Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9835,39.7904,4.6611",
			"license": "<div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><div style='margin-bottom:3rem;'><div><div style='max-width:100%; display:inherit;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</div></div></div></div>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::honey-physical-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Honey_physical/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2306d632d5eb477183ff4d55a7baeaf4/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2306d632d5eb477183ff4d55a7baeaf4/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2306d632d5eb477183ff4d55a7baeaf4/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2306d632d5eb477183ff4d55a7baeaf4/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
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			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=4581708d233c4c1d97d2595faad6174e&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::palm-leaves-monetary-value",
			"title": "Palm Leaves (Monetary Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Monetary value of palm leaves harvested, in US$ per annum.</span>",
			"keyword": [
				"natural capital",
				"ecosystem services",
				"east africa",
				"harvested resources",
				"east africa"
			],
			"issued": "2021-11-03T14:25:19.000Z",
			"modified": "2021-12-01T08:09:39.646Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
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			"spatial": "29.0512,-4.9858,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::palm-leaves-monetary-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Palm_monetary/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/4581708d233c4c1d97d2595faad6174e/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
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					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/4581708d233c4c1d97d2595faad6174e/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/4581708d233c4c1d97d2595faad6174e/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/4581708d233c4c1d97d2595faad6174e/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=9a4cc347209b4c968de23334a98ada28&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::firewood-physical-value",
			"title": "Firewood (Physical Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Approximate physical firewood harvested (in cubic metres) per sub-national administrative area within the wildlife landscapes.</span>",
			"keyword": [
				"ecosystem services",
				"natural capital",
				"east africa",
				"harvested resources",
				"woody resources",
				"firewood"
			],
			"issued": "2021-11-03T09:11:49.000Z",
			"modified": "2021-11-12T08:54:51.271Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9835,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::firewood-physical-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/firewood/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/9a4cc347209b4c968de23334a98ada28/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/9a4cc347209b4c968de23334a98ada28/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/9a4cc347209b4c968de23334a98ada28/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/9a4cc347209b4c968de23334a98ada28/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
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		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=e44709187ef343c8915b7a22b5c9b058&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::population-2018",
			"title": "Population 2018",
			"description": "<div style='text-align:Left; font-size:12pt;'><p><span>Gridded Population at ~1 ha resolution for the year 2018. Data derived from worldpop.org.</span></p></div>",
			"keyword": [
				"population",
				"east africa",
				"natural capital"
			],
			"issued": "2021-09-21T09:53:50.000Z",
			"modified": "2023-05-30T11:40:50.000Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "24.1513,-11.7464,41.8876,12.2194",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::population-2018"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://tiles.arcgis.com/tiles/zOnyumh63cMmLBBH/arcgis/rest/services/Population_2018/MapServer/0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=9ff213168f504ea28366b54ecea060d1&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::timber-monetary-value",
			"title": "Timber (Monetary Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Monetary value of timber harvested, in US$ per annum.</span>",
			"keyword": [
				"harvested resources",
				"woody resources",
				"ecosystem services",
				"natural capital",
				"east africa",
				"timber"
			],
			"issued": "2021-11-03T14:26:49.000Z",
			"modified": "2021-12-01T08:18:16.963Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9858,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::timber-monetary-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Timber_monetary/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/9ff213168f504ea28366b54ecea060d1/csv?layers=0"
				},
				{
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					"title": "Shapefile",
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					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/9ff213168f504ea28366b54ecea060d1/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/9ff213168f504ea28366b54ecea060d1/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/9ff213168f504ea28366b54ecea060d1/kml?layers=0"
				}
			],
			"theme": [
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		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=939fbfe8eec4415a91e6c4c366a13da8&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::reeds-sedges-physical-value",
			"title": "Reeds& Sedges (Physical Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Approximate physical reeds &amp; sedges harvested in kg per sub-national administrative area within the Wildlife Landscapes.</span>",
			"keyword": [
				"reeds",
				"sedges",
				"harvested resources",
				"ecosystem services",
				"natural capital",
				"east africa"
			],
			"issued": "2021-11-03T09:32:39.000Z",
			"modified": "2021-11-11T11:23:24.037Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
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					"mediaType": "application/vnd.google-earth.kml+xml",
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			"modified": "2023-03-25T07:27:01.000Z",
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			"identifier": "https://www.arcgis.com/home/item.html?id=a4e64b3be48c413b88695614c2c76b95",
			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::the-african-development-corridors-database",
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			"keyword": [
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				"Africa"
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			"issued": "2023-03-25T05:44:12.000Z",
			"modified": "2023-03-25T05:45:17.000Z",
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			"title": "East Africa Natural Capital Interactive Map (deprecated)",
			"description": "<div>Wildlife and wildlife habitats are critically important assets in East Africa and underpin the very essence of the region. In addition to their significant heritage contribution, its vast wildlife landscapes have provided an important comparative economic advantage for East Africa’s development and will be vital in ensuring its resilience in the face of mounting pressures.</div><div>Wildlife landscapes comprise contiguous and interconnected ecosystems that support self-sustaining and genetically viable populations of larger animal species as well as relatively intact communities of plants and animals. These ecological systems are part of the region’s natural capital, which is defined as the ecosystems and natural resource stocks that supply ecosystem services contributing to human wellbeing. In addition to supporting wildlife and tourism, these landscapes provide ecosystem services, such as carbon sequestration, flow regulation, water quality amelioration, sediment retention, and pollination, which provide benefits to people living within and beyond the landscapes.</div><div>Because landscapes often transcend national boundaries, conserving and managing natural capital requires transnational coordination. USAID’s Economics of Natural Capital in East Africa Project seeks to improve the conservation and management of iconic and important transboundary East African wildlife landscapes by providing policymakers and advocates with information on their economic value.</div><div>The aim of the Economic Value of East Africa’s Transboundary Wildlife Landscapes map is to provide an interactive display of some of the key findings of the report which was a comprehensive description and valuation of the wildlife and wildlife habitats of four selected transboundary landscapes in East Africa: the Great East African Plains of southern Kenya and northern Tanzania; the Northern Savannas of South Sudan, Uganda, and Kenya, and adjacent Mount Elgon; the Albertine Rift Forests along the Albertine Rift Valley of Burundi, Rwanda, and southwest Uganda; and the Rweru-Mugesera-Akagera Wetlands of northern Burundi, eastern Rwanda, and northwest Tanzania.</div><div>The map is intented for use by any stakeholders interested in the natural capital of the landscapes and the region as a whole.</div>",
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				"east africa",
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				"ecosystem services",
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			"modified": "2023-03-11T07:49:02.000Z",
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				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
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			"theme": [
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		},
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			"landingPage": "https://gmesgeoportal.rcmrd.org/apps/rcmrd::east-africas-transboundary-wildlife-landscapes-instant-app",
			"title": "East Africa's Transboundary Wildlife Landscapes (Instant App)",
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				"economic value"
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			"modified": "2023-03-11T07:45:53.000Z",
			"publisher": {
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					"title": "ArcGIS Hub Dataset",
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				},
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					"mediaType": "application/json",
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			],
			"theme": ""
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			"identifier": "https://www.arcgis.com/home/item.html?id=057b2c3b1a614732bef5313f90de64f5",
			"landingPage": "https://gmesgeoportal.rcmrd.org/documents/rcmrd::east-and-southern-africa-forest-observatory-ofesa-factsheet",
			"title": "East and Southern Africa Forest Observatory  (OFESA) Factsheet",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This fact sheet highlights key things about the East and Southern Africa Forest Observatory (OFESA). </span><a href='https://ofesa-geoportal.rcmrd.org/' target='_blank' rel='nofollow ugc noopener noreferrer'>Read More</a>",
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				"OFESA_Ethiopia",
				"OFESA_Kenya",
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			"issued": "2023-01-16T07:43:45.000Z",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/apps/rcmrd::eastern-and-southern-africa-land-cover-viewer",
			"title": "Eastern and Southern Africa Land Cover Viewer",
			"description": "<p><span style='mso-ansi-language:EN-US'>The Eastern\nand Africa Land Cover Viewer is a web mapping application designed for the visualization\nof the yearly land cover maps from 2000 to 2017 for the Eastern and Southern\nAfrican nations namely: Zambia, Malawi, Tanzania, Rwanda, Kenya, Uganda, and\nEthiopia. The map legend corresponds to the Intergovernmental Panel on Climate\nChange (IPCC) land categories for reporting of greenhouse gas emissions: Forest\nland, Grassland, Cropland, Wetlands, Settlement, and Other land. To facilitate\ncreation of the dataset, a series of workshops were conducted with local\nrepresentatives in each country in 2017, 2018, and 2019. This dataset was\ncreated using the Continuous Change Detection and Classification (CCDC) algorithm\non the Google Earth Engine. CCDC uses time series analysis of Landsat data to\nmonitor for land cover or condition change at 30-meter spatial resolution.</span></p>",
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			"issued": "2020-09-24T09:32:01.000Z",
			"modified": "2022-12-09T16:23:21.000Z",
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				{
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					"title": "ArcGIS GeoService",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::nairobi-city-county-markets-field-data",
			"title": "Nairobi City County Markets Field Data",
			"description": "Nairobi Markets Data.",
			"keyword": [
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			"issued": "2022-10-05T12:28:00.000Z",
			"modified": "2022-10-25T09:28:20.805Z",
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					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Market_data/FeatureServer/0"
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					"@type": "dcat:Distribution",
					"title": "File Geodatabase",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/3a42247085754f4399b10f3bd730fc67/kml?layers=0"
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			"theme": [
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			"identifier": "https://www.arcgis.com/home/item.html?id=d18da23d55e94555ace2c9e9b14fb6ec&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::south-sudan-water-bodies",
			"title": "South Sudan Water Bodies",
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					"accessURL": "http://apps.rcmrd.org/atlases/tanariver/atlaspdf/tana_river_county_atlas.pdf"
				}
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			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=fffabf9e79224fe89b557381773175b6",
			"landingPage": "https://gmesgeoportal.rcmrd.org/documents/rcmrd::kwale-county-hazard-atlas-pdf",
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					"accessURL": "http://apps.rcmrd.org/atlases/kilifi/atlaspdf/kilifi_county_atlas.pdf"
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			"landingPage": "https://gmesgeoportal.rcmrd.org/documents/rcmrd::baringo-county-hazard-atlas-pdf",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/apps/rcmrd::garissa-county-hazard-atlas-maps-viewer",
			"title": "Garissa County Hazard Atlas (Maps Viewer)",
			"description": "This Maps Viewer will allow you to view all the maps that were found in the Atlas.",
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			"issued": "2017-04-16T12:20:31.000Z",
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			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=63bb0483b79e47c99a3824cebf8f1ac6",
			"landingPage": "https://gmesgeoportal.rcmrd.org/apps/rcmrd::bioshere-reserves-in-africa",
			"title": "Bioshere Reserves in Africa",
			"description": "{{description}}",
			"keyword": [
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					"title": "ArcGIS GeoService",
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					"accessURL": "https://rcmrd.maps.arcgis.com/apps/MapTools/index.html?appid=63bb0483b79e47c99a3824cebf8f1ac6"
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			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::bioshere-reserves",
			"title": "Bioshere Reserves",
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			"keyword": [
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				"ecosystems",
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			"theme": [
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		},
		{
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			"identifier": "https://www.arcgis.com/home/item.html?id=fe200cff94624a938b042d68beeaa13a",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/esri::european-space-agency-climate-change-initiative-land-cover-2018",
			"title": "European Space Agency Climate Change Initiative - Land Cover 2018",
			"description": "<p><span style='color:#b22222;'>Beta Notice:</span>&nbsp;This item is currently in&nbsp;<a target='_blank' href='https://goto.arcgis.com/termsofuse/beta' rel='nofollow ugc noopener noreferrer'>beta</a> and is intended for early access, testing, and feedback. It is&nbsp;not recommended for production use, as functionality and content are subject to change&nbsp;without notice.</p><p>This layer displays global land cover in 10 classes for the year 2018 produced by the European Space Agency Climate Change Initiative (ESA CCI). The 36 classes of the traditional ESA CCI land cover has been simplified to match the Esri 2050 land cover prediction layers.&nbsp;</p><div>&nbsp;</div><div><strong>Phenomenon mapped:</strong> Land Cover</div><div><strong>Data Projection:</strong> Cylindrical Equal Area</div><div><strong>Mosaic Projection:</strong> Cylindrical Equal Area</div><div><strong>Extent:</strong> Global</div><div><strong>Cell Size:</strong> 300m</div><div><strong>Source Type:</strong> Thematic</div><div><strong>Visible Scale:</strong> All scales</div><div><strong>Source:</strong> ESA Climate Change Initiative</div><div><strong>Publication date:</strong> 2018</div><div>&nbsp;</div><div>ESA CCI land cover data for the years 1992-2019 are available&nbsp;<a target='_blank' href='https://www.arcgis.com/home/item.html?id=1453082255024699af55c960bc3dc1fe' rel='nofollow ugc noopener noreferrer'>here</a>.</div><div>&nbsp;</div><div><span style='font-size:large;'><strong>What can you do with this layer?</strong></span></div><div>&nbsp;</div><p>This layer may be displayed in a map to show generalized land cover classes for the world in the year 2018.</p><div>This layer can be used in analysis. For example, the layer may be added to ArcGIS Pro. Then, an area count of land cover types may be produced for a feature dataset using the zonal statistics tool. Statistics may be compared with the statistics from other years to show a trend.</div><div>&nbsp;</div><div><strong>More technical documentation on the source datasets is available here:</strong></div><div><a target='_blank' href='https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover?tab=doc' rel='nofollow ugc noopener noreferrer'>https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover?tab=doc</a><br />&nbsp;</div>",
			"keyword": [
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				"env1",
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				"land cover",
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				"landcover",
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			"issued": "2021-07-09T01:53:24.000Z",
			"modified": "2026-01-14T15:03:55.000Z",
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			"spatial": "-160.0000,-70.0000,160.0000,70.0000",
			"license": "https://creativecommons.org/licenses/by/4.0",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/esri::european-space-agency-climate-change-initiative-land-cover-2018"
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					"mediaType": "application/json",
					"accessURL": "https://env1.arcgis.com/arcgis/rest/services/esa_cci_landcover_2018/ImageServer"
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			"identifier": "https://www.arcgis.com/home/item.html?id=15fe51051d4444e2a52ebd1d3eb06de7",
			"landingPage": "https://gmesgeoportal.rcmrd.org/content/rcmrd::rcmrd-gmes-and-africa-geoportal",
			"title": "RCMRD GMES and Africa Geoportal",
			"description": "<div><b>Objective</b></div><div> #WeMapToSolve To improve the interpretation of earth observation data and develop the confidence on earth observation derived information in decision making. This will be undertaken in two way i.e.</div><div><ul><li>Developing a consistent and comprehensive common and shared geographical database at regional level in using open source data.</li><li>Creating agro-ecological zonings by weighted overlay (land cover, land use / change, climatology, soils, demography, limits…).</li></ul></div><div><b>Dataset to be availed</b><br /></div><div><ul><li>Administrative Data</li><li>Slopes, watersheds &amp; contours</li><li>Water bodies - lakes, ponds, rivers, wetlands</li><li>Transportation network - roads, railways, airstrips</li><li>Settlement - town, villages, Population, demographic</li><li>Parks and natural reserves</li><li>Others - Land cover, Ecosystems, Rainfall</li></ul></div><div><b>Target End Users</b><br /></div><div>Regional organizations, universities and research institutions, international organizations, national mapping organizations, agriculture, forest and environment agencies.</div>",
			"keyword": [
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			"modified": "2025-11-28T12:58:12.000Z",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::ethiopia-land-degradation-mapping-and-assessment-2023-season-1",
			"title": "Ethiopia Land Degradation Mapping and Assessment 2023 Season 1",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::kenya-land-degradation-monitoring-assessment-2023-season-1",
			"title": "Kenya Land Degradation Monitoring Assessment 2023 Season 1",
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			"title": "Protected Areas in Eastern and Southern Africa Countries",
			"description": "A protected area is a clearly defined geographical space, recognized, dedicated and managed, through legal or other effective means, to achieve the long term conservation of nature with associated ecosystem services and cultural values.  This dashboard shows the protected areas we have in the 24 countries covered in Eastern and Southern Africa. The data is pulled from the protected planet which is the world database of protected area. The dashboard is hosted at the Regional Centre of Excellence for Biodiversity, Forests and Seascape Ecosystems Management in Eastern and Southern Africa.<div><br /></div><div>The RCoEs will enable knowledge and informed decisions in responding to megatrends including climate change, environmental degradation, population growth, technological development and diversification of security threats in Sub-Saharan Africa. The overall objective of the project is to ensure forests, biodiversity and seascape ecosystems in Eastern and Southern Africa are sustainably managed and continue providing ecosystem services and contribute to the well-being of the populations, by providing improved, regular and updated information for informed decision-making. Read More: https://rcoe-geoportal.rcmrd.org</div>",
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				"ESARO",
				"Angola",
				"Botswana",
				"Burundi",
				"Comoros",
				"Eritrea",
				"Eswatini",
				"Ethiopia",
				"Kenya",
				"Lesotho",
				"Madagascar",
				"Malawi",
				"Mauritius",
				"Mozambique",
				"Namibia",
				"Rwanda",
				"Seychelles",
				"Somalia",
				"South Africa",
				"South Sudan",
				"Sudan",
				"Tanzania",
				"Uganda",
				"Zambia",
				"Zimbabwe",
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				"JRC",
				"EU",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::uganda-srtm-dem-30-meters",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::madagascar-digital-elevation-model-",
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				"dem",
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					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/df21c5a04f68447d8a2116fe6348964a/kml?layers=0"
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			"identifier": "https://www.arcgis.com/home/item.html?id=99581fc3a78049309085a560ab4dd3f7",
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			"description": " The Open Geographical Regional Reference Vector Database at 1:1 million scale for water and agro-ecological zoning entailed: the development of a consistent and comprehensive common and shared geographical database at regional level using open data sources, creating agro-ecological zoning using weighted overlay and dissemination of these products using web GIS, geoportals and other available tools",
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			"modified": "2023-07-13T13:03:50.000Z",
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					"title": "ArcGIS Hub Dataset",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::somalia-open-geographical-regional-reference-vector-database"
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					"title": "ArcGIS GeoService",
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					"accessURL": "https://maps.rcmrd.org/arcgis/rest/services/Djibouti/Djibouti_LDMA_2020/MapServer/0"
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/8ff92019d4be4120ae2e16f3bc295cfd/csv?layers=0"
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					"title": "Zipped_GEOTIFF",
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			"identifier": "https://www.arcgis.com/home/item.html?id=a857dc7cdc384e89b2825ac56a8651ec&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::uganda-land-degradation-monitoring-and-assessment-2020",
			"title": "Uganda Land Degradation Monitoring and Assessment 2020",
			"description": "This product has been developed using the (Revised Universal Soil Loss Equation) RUSLE. Among the key parameters used include: soil erosivity, slope, rainfall intensity, population and land cover.<div><br /></div><div><div><b><font size='4'>Online distribution information:</font></b></div><div><ul><li>File Data Format: Zipped GeoTIFF</li><li>Online location: <a href='https://rcmrd-open-data.s3.amazonaws.com/downloadable_files/Uganda_ldma_2020.tif.zip' target='_blank' rel='nofollow ugc noopener noreferrer'>Click to Download</a></li></ul></div></div>",
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				"land",
				"degradation",
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			"distribution": [
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					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::uganda-land-degradation-monitoring-and-assessment-2020"
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					"mediaType": "application/json",
					"accessURL": "https://maps.rcmrd.org/arcgis/rest/services/Uganda/Uganda_LDMA_2020/MapServer/0"
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					"title": "OGC WMS",
					"format": "OGC WMS",
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					"accessURL": "https://maps.rcmrd.org/arcgis/services/Uganda/Uganda_LDMA_2020/MapServer/WMSServer?request=GetCapabilities&service=WMS"
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					"title": "CSV",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::rwanda-land-degradation-monitoring-and-assessment-2020",
			"title": "Rwanda Land Degradation Monitoring and Assessment 2020",
			"description": "This product has been developed using the (Revised Universal Soil Loss Equation) RUSLE. Among the key parameters used include: soil erosivity, slope, rainfall intensity, population and land cover.<div><br /></div><div><div><b><font size='4'>Online distribution information:</font></b></div><div><ul><li>File Data Format: Zipped GeoTIFF</li><li>Online location:<a href='https://rcmrd-open-data.s3.amazonaws.com/downloadable_files/rwanda_ldma_ 2020.tif.zip' target='_blank' rel='nofollow ugc noopener noreferrer'> Click to Download</a></li></ul></div></div>",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::rwanda-land-degradation-monitoring-and-assessment-2020"
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					"accessURL": "https://maps.rcmrd.org/arcgis/services/Rwanda/Rwanda_LDMA_2020/MapServer/WMSServer?request=GetCapabilities&service=WMS"
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/64a18cff80764ae88ebec9e461d8ccaf/geojson?layers=0"
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			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::somalia-land-degradation-monitoring-and-assessment-2020",
			"title": "Somalia Land Degradation Monitoring and Assessment 2020",
			"description": "This product has been developed using the (Revised Universal Soil Loss Equation) RUSLE. Among the key parameters used include: soil erosivity, slope, rainfall intensity, population and land cover.<div><br /></div><div><div><b><font size='4'>Online distribution information:</font></b></div><div><ul><li>File Data Format: Zipped GeoTIFF</li><li>Online location:<a href='https://rcmrd-open-data.s3.amazonaws.com/downloadable_files/somalia_ldma_2020.tif.zip' target='_blank' rel='nofollow ugc noopener noreferrer'> Click to Download</a></li></ul></div></div>",
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			"issued": "2023-06-06T15:13:31.000Z",
			"modified": "2023-06-30T08:36:37.000Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
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					"title": "ArcGIS Hub Dataset",
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					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::somalia-land-degradation-monitoring-and-assessment-2020"
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				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://maps.rcmrd.org/arcgis/rest/services/Somalia/Somalia_LDMA_2020/MapServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "OGC WMS",
					"format": "OGC WMS",
					"mediaType": "application/vnd.ogc.wms_xml",
					"accessURL": "https://maps.rcmrd.org/arcgis/services/Somalia/Somalia_LDMA_2020/MapServer/WMSServer?request=GetCapabilities&service=WMS"
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					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/13e1a50e348b46aeb46dfbfb220cca81/shapefile?layers=0"
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				{
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					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/13e1a50e348b46aeb46dfbfb220cca81/geojson?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/13e1a50e348b46aeb46dfbfb220cca81/kml?layers=0"
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			"theme": [
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			"identifier": "https://www.arcgis.com/home/item.html?id=aa96db78cb974a48ac1013596e14c02a&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::kenya-land-degradation-monitoring-and-assessment-2020",
			"title": "Kenya Land Degradation Monitoring and Assessment 2020",
			"description": "This product has been developed using the (Revised Universal Soil Loss Equation) RUSLE. Among the key parameters used include: soil erosivity, slope, rainfall intensity, population and land cover.<div><br /></div><div><div><b><font size='4'>Online distribution information:</font></b></div><div><ul><li>File Data Format: Zipped GeoTIFF</li><li>Online location: <a href='https://rcmrd-open-data.s3.amazonaws.com/downloadable_files/kenya_ldma_2020.tif.zip' target='_blank' rel='nofollow ugc noopener noreferrer'>Click to Download</a></li></ul></div></div>",
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				"gmes",
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				"ethiopia",
				"land",
				"degradation",
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				"africa",
				"rcmrd"
			],
			"issued": "2023-06-06T09:37:50.000Z",
			"modified": "2023-06-30T08:32:32.000Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
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			"contactPoint": {
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				"fn": "PKabatha",
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			"accessLevel": "public",
			"spatial": "33.9126,-4.6745,41.8921,5.4671",
			"license": "https://opendatacommons.org/licenses/odbl/summary",
			"distribution": [
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					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::kenya-land-degradation-monitoring-and-assessment-2020"
				},
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					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://maps.rcmrd.org/arcgis/rest/services/Kenya/Kenya_LDMA_2020/MapServer/0"
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				{
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					"title": "OGC WMS",
					"format": "OGC WMS",
					"mediaType": "application/vnd.ogc.wms_xml",
					"accessURL": "https://maps.rcmrd.org/arcgis/services/Kenya/Kenya_LDMA_2020/MapServer/WMSServer?request=GetCapabilities&service=WMS"
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					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/aa96db78cb974a48ac1013596e14c02a/csv?layers=0"
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				{
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					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/aa96db78cb974a48ac1013596e14c02a/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/aa96db78cb974a48ac1013596e14c02a/geojson?layers=0"
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					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/aa96db78cb974a48ac1013596e14c02a/kml?layers=0"
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			"theme": [
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			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=309507a21023404c904640bdab45932b&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::sudan-land-degradation-monitoring-and-assessment-2020",
			"title": "Sudan Land Degradation Monitoring and Assessment 2020",
			"description": "This product has been developed using the (Revised Universal Soil Loss Equation) RUSLE. Among the key parameters used include: soil erosivity, slope, rainfall intensity, population and land cover.<div><br /></div><div><div><b><font size='4'>Online distribution information:</font></b></div><div><ul><li>File Data Format: Zipped GeoTIFF</li><li>Online location: <a href='https://rcmrd-open-data.s3.amazonaws.com/downloadable_files/sudan_ldma_ 2020.tif.zip' target='_blank' rel='nofollow ugc noopener noreferrer'>Click to Download</a></li></ul></div></div>",
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				"rcmrd"
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			"issued": "2023-06-06T15:26:28.000Z",
			"modified": "2023-06-29T14:47:48.000Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
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				"fn": "PKabatha",
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			"spatial": "21.8391,8.6860,38.5803,22.9136",
			"license": "https://opendatacommons.org/licenses/odbl/summary",
			"distribution": [
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					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::sudan-land-degradation-monitoring-and-assessment-2020"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://maps.rcmrd.org/arcgis/rest/services/Sudan/Sudan_LDMA_2020/MapServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "OGC WMS",
					"format": "OGC WMS",
					"mediaType": "application/vnd.ogc.wms_xml",
					"accessURL": "https://maps.rcmrd.org/arcgis/services/Sudan/Sudan_LDMA_2020/MapServer/WMSServer?request=GetCapabilities&service=WMS"
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				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/309507a21023404c904640bdab45932b/csv?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/309507a21023404c904640bdab45932b/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/309507a21023404c904640bdab45932b/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/309507a21023404c904640bdab45932b/kml?layers=0"
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			],
			"theme": [
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		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=d189975cb3444b4497fc46f6b7694f96",
			"landingPage": "https://gmesgeoportal.rcmrd.org/documents/rcmrd::igad-hazard-maps-and-atlas-pdf-copy",
			"title": "IGAD Hazard Maps and Atlas (PDF copy)",
			"description": "{{description}}",
			"keyword": [
				"IGAD",
				"hazard",
				"atlas"
			],
			"issued": "2023-06-29T06:22:28.000Z",
			"modified": "2023-06-29T06:34:55.000Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
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				"fn": "rcmrd_online",
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			},
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			"spatial": "",
			"license": "",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/documents/rcmrd::igad-hazard-maps-and-atlas-pdf-copy"
				}
			],
			"theme": ""
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		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=36a7e870644b483abd851f25de9649f7",
			"landingPage": "https://gmesgeoportal.rcmrd.org/content/rcmrd::ofesa",
			"title": "OFESA",
			"description": "<div>The East and Southern Africa Forest Observatory (OFESA) provides a platform for sharing, exchanging, and accessing data and information related to East and Southern Africa’s forests. The objective of the observatory is to produce a comprehensive and harmonized regional dataset on the latest trends and threats to forests, and to make information useful and easily accessible to policymakers, funders, forestry practitioners and citizens. By informing decision-making, OFESA supports five countries in the region – Ethiopia, Kenya, Mozambique, Tanzania and Uganda – to meet their climate and environment targets. In these five countries, OFESA works closely with focal point institutions such as the Kenya Forest Service, the National Directorate of Forests Mozambique, the Ethiopia Forestry Development, the Tanzania Forest Service and the National Forestry Authority Uganda.</div><div><br /></div><div>Although OFESA’s databases already provide an initial overview of these priority areas, collaboration with participating countries is needed to ensure that data is updated and more information is collected. The OFESA database provides information such as streamlined country-level information on forest cover as a percentage of total land area, total forest land, forest types, distribution of the various forest types, forest definitions, trends in forest change as well as drivers of deforestation. <a href='https://ofesa-geoportal.rcmrd.org/' target='_blank' rel='nofollow ugc noopener noreferrer'>OFESA Geoportal</a></div>",
			"keyword": [
				"Hub Site",
				"OFESA",
				"Kenya",
				"Uganda",
				"Tanzania",
				"Mozambique",
				"Ethiopia",
				"Forest",
				"Observatory",
				"Geoportal",
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				"CIFOR",
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				"Forest Cover",
				"dashboard",
				"Story Map",
				"Web Map",
				"Applications",
				"ofesa",
				"OFESA_Kenya",
				"OFESA_Uganda",
				"OFESA_Tanzania",
				"OFESA_Mozambique",
				"OFESA_Ethiopia"
			],
			"issued": "2022-05-15T10:14:12.000Z",
			"modified": "2023-06-14T14:13:56.000Z",
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				"name": "Regional Centre for Mapping of Resource for Development"
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			"accessLevel": "public",
			"spatial": "",
			"license": "The data is free and open for use.",
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				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/content/rcmrd::ofesa"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://ofesageoportal-rcmrd.opendata.arcgis.com"
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			],
			"theme": ""
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		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=24209f4adecd4b51854f44d9888f7104&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::wild-dog-habitat-suitability",
			"title": "Wild Dog Habitat Suitability",
			"description": "Blue wildebeest h<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:12pt;'>abitat suitability under near-historic climate and under future climate in ca. 2050 based on three different CMIP5 climate models. Data sourced from Conservation International (2018).</span><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'><br /></span></font></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>The habitat suitability maps show the current habitat suitability based on current climate and the potential future habitat suitability as a result of changing climate. It does not account for current or future land use, hydrological changes, or inherent potential for adaptation to climate change. This approach maps where species are likely to migrate to as they attempt to stay within their specific climatic niche (Hijmans &amp; Graham, 2006). These species distribution models (SDMs) are based on the climate niches of their historical distributions, prior to major anthropogenic impacts.</span><br /></font><div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><font style='font-family:inherit;'><br /></font><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit; font-size:12pt;'>The layer was derived as part of the work conducted for the report: '</span><span style='font-family:inherit;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit;'>Four Selected Landscapes and </span><span style='font-family:inherit;'>Assessment of the Current Trajectory'.</span></p></div></div></div>",
			"keyword": [
				"wild dog",
				"natural capital",
				"east africa",
				"habitat suitability",
				"wildlife"
			],
			"issued": "2021-09-20T13:07:31.000Z",
			"modified": "2021-11-10T14:07:33.110Z",
			"publisher": {
				"name": "Conservation International"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "23.4848,-11.7971,40.9163,9.0481",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmnetal Consultants, Environmnetal Incentives or USAID.</span>",
			"distribution": [
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					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::wild-dog-habitat-suitability"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Wild_dog_natcap/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/24209f4adecd4b51854f44d9888f7104/csv?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/24209f4adecd4b51854f44d9888f7104/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/24209f4adecd4b51854f44d9888f7104/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/24209f4adecd4b51854f44d9888f7104/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=eb8e720475c9470cb4265820a6a0b253&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::reeds-sedges-monetary-value",
			"title": "Reeds & Sedges (Monetary Value)",
			"description": "Monetary value of reeds &amp; sedges harvested (US dollars) per country intersecting wildlife landscapes.",
			"keyword": [
				"reeds",
				"sedges",
				"harvested resources",
				"ecosystem services",
				"natural capital",
				"east africa"
			],
			"issued": "2021-11-05T07:15:34.000Z",
			"modified": "2021-11-05T07:21:41.366Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
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			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::reeds-sedges-monetary-value"
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					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
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					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/ReedsSedges_monetary/FeatureServer/0"
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					"title": "CSV",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eb8e720475c9470cb4265820a6a0b253/csv?layers=0"
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				{
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				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eb8e720475c9470cb4265820a6a0b253/geojson?layers=0"
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		{
			"@type": "dcat:Dataset",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::black-rhinoceros-habitat-suitability",
			"title": "Black Rhinoceros Habitat Suitability",
			"description": "Blue wildebeest h<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:12pt;'>abitat suitability under near-historic climate and under future climate in ca. 2050 based on three different CMIP5 climate models. Data sourced from Conservation International (2018).</span><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'><br /></span></font></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>The habitat suitability maps show the current habitat suitability based on current climate and the potential future habitat suitability as a result of changing climate. It does not account for current or future land use, hydrological changes, or inherent potential for adaptation to climate change. This approach maps where species are likely to migrate to as they attempt to stay within their specific climatic niche (Hijmans &amp; Graham, 2006). These species distribution models (SDMs) are based on the climate niches of their historical distributions, prior to major anthropogenic impacts.</span><br /></font><div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><font style='font-family:inherit;'><br /></font><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit; font-size:12pt;'>The layer was derived as part of the work conducted for the report: '</span><span style='font-family:inherit;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit;'>Four Selected Landscapes and </span><span style='font-family:inherit;'>Assessment of the Current Trajectory'.</span></p></div></div></div>",
			"keyword": [
				"rhinoceros",
				"natural capital",
				"east africa",
				"habitat suitability",
				"wildlife"
			],
			"issued": "2021-09-20T13:01:46.000Z",
			"modified": "2021-11-10T14:06:58.225Z",
			"publisher": {
				"name": "Conservation International"
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			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
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			"accessLevel": "public",
			"spatial": "28.8334,-11.7933,40.6663,3.6264",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmnetal Consultants, Environmnetal Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::black-rhinoceros-habitat-suitability"
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					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Black_rhinoceros_natcap/FeatureServer/0"
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					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/276ef22f595d469cbc6a39f3d12a075f/csv?layers=0"
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				{
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					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/276ef22f595d469cbc6a39f3d12a075f/shapefile?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/276ef22f595d469cbc6a39f3d12a075f/geojson?layers=0"
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		{
			"@type": "dcat:Dataset",
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			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::cheetah-habitat-suitability",
			"title": "Cheetah Habitat Suitability",
			"description": "Blue wildebeest h<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:12pt;'>abitat suitability under near-historic climate and under future climate in ca. 2050 based on three different CMIP5 climate models. Data sourced from Conservation International (2018).</span><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'><br /></span></font></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>The habitat suitability maps show the current habitat suitability based on current climate and the potential future habitat suitability as a result of changing climate. It does not account for current or future land use, hydrological changes, or inherent potential for adaptation to climate change. This approach maps where species are likely to migrate to as they attempt to stay within their specific climatic niche (Hijmans &amp; Graham, 2006). These species distribution models (SDMs) are based on the climate niches of their historical distributions, prior to major anthropogenic impacts.</span><br /></font><div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><font style='font-family:inherit;'><br /></font><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit; font-size:12pt;'>The layer was derived as part of the work conducted for the report: '</span><span style='font-family:inherit;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit;'>Four Selected Landscapes and </span><span style='font-family:inherit;'>Assessment of the Current Trajectory'.</span></p></div></div></div>",
			"keyword": [
				"cheetah",
				"natural capital",
				"east africa",
				"habitat suitability",
				"wildlife"
			],
			"issued": "2021-09-20T12:56:04.000Z",
			"modified": "2021-11-10T14:10:24.931Z",
			"publisher": {
				"name": "Conservation International"
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				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
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			"accessLevel": "public",
			"spatial": "23.3981,-11.8032,41.9162,12.3050",
			"license": "This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.",
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					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::cheetah-habitat-suitability"
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					"mediaType": "text/csv",
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				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/c6ec31827a8a4c97a8767411020043a6/geojson?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/c6ec31827a8a4c97a8767411020043a6/kml?layers=0"
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		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=eaeb06e2e58047a397259e00ea1c30e6&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::rivers-simple",
			"title": "Rivers (Simple)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Simple and generalised shapefile showing main rivers of East Africa Community area.</span>",
			"keyword": [
				"rivers",
				"hydrology",
				"east africa"
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			"issued": "2021-12-02T12:10:31.000Z",
			"modified": "2022-03-08T06:59:46.207Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
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			"spatial": "29.3456,-5.4211,40.5150,3.7767",
			"license": "This layer comprises very simplified and generalised polylines of rivers, downloaded from landscapeportal.org/. No responsibility is taken for the accuracy of the data and attributes.",
			"distribution": [
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					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::rivers-simple"
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				{
					"@type": "dcat:Distribution",
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					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Rivers_(Simple)/FeatureServer/0"
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eaeb06e2e58047a397259e00ea1c30e6/csv?layers=0"
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					"@type": "dcat:Distribution",
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				{
					"@type": "dcat:Distribution",
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					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eaeb06e2e58047a397259e00ea1c30e6/geojson?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eaeb06e2e58047a397259e00ea1c30e6/kml?layers=0"
				}
			],
			"theme": [
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		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=e44254b054d24ff697d52d813065ce0b&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::baseflow",
			"title": "Baseflow",
			"description": "<div style='text-align:Left;'><div><div><p>Total annual baseflow contribution (Megalitres/y) per sub-basin in each wildlife landscape.</p><p><span>Values are sumarised at sub-basin level using HydroBASINS. All HydroBASINS layers were derived from World Wildlife Fund’s HydroSHEDS data based on a grid resolution of 15 arc-seconds (approximately 500 m at the equator). Watersheds were delineated in a consistent manner at different scales, and a hierarchical sub-basin breakdown was created following the topological concept of the Pfafstetter coding system. The resulting polygon layers are termed HydroBASINS and represent a subset of the HydroSHEDS database. This shapefile contains (sub-)basin polygons for Africa at Pfafstetter level 6.</span></p></div></div></div>",
			"keyword": [
				"hydrological services",
				"ecosystem services",
				"east africa",
				"natural capital"
			],
			"issued": "2021-10-29T13:52:59.000Z",
			"modified": "2021-12-02T12:26:16.217Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
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			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
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			"accessLevel": "public",
			"spatial": "29.0512,-4.9858,39.7904,4.6611",
			"license": "<div style='text-align:Left;'><div><div><p><span><span>HydroBASINS is covered by the same License Agreement as the HydroSHEDS database, which is available at </span></span>hydrosheds.org<span>. For all regulations regarding license grants, copyright, redistribution restrictions, required attributions, disclaimer of warranty, indemnification, liability, waiver of damages, and a precise definition of licensed materials, please refer to the License Agreement. By downloading and using the data the user agrees to the terms and conditions of the License Agreement.</span></p><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span><br /></p></div></div></div>",
			"distribution": [
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					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::baseflow"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Baseflow/FeatureServer/0"
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				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e44254b054d24ff697d52d813065ce0b/csv?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
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					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e44254b054d24ff697d52d813065ce0b/shapefile?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e44254b054d24ff697d52d813065ce0b/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e44254b054d24ff697d52d813065ce0b/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
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		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=eb6be25e79d44b9d976de881f20a1a05&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::nature-based-tourism",
			"title": "Nature-based Tourism",
			"description": "Current and BAU scenario annual direct financial contribution of tourism derived from East Africa's unique species and landscapes in each country intersecting the wildlife landscapes, in US dollars per annum.",
			"keyword": [
				"tourism",
				"natcap",
				"east africa",
				"cultural",
				"ecosystem services",
				"natural capital",
				"cultural ecosystem services"
			],
			"issued": "2021-11-11T11:42:55.000Z",
			"modified": "2021-11-11T11:43:05.543Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
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			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9858,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::nature-based-tourism"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Nature_based_Tourism/FeatureServer/0"
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				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eb6be25e79d44b9d976de881f20a1a05/csv?layers=0"
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eb6be25e79d44b9d976de881f20a1a05/shapefile?layers=0"
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				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eb6be25e79d44b9d976de881f20a1a05/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/eb6be25e79d44b9d976de881f20a1a05/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=f2f84200b0b1476a828b8282896f6120&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::blue-wildebeest-habitat-suitability",
			"title": "Blue Wildebeest Habitat Suitability",
			"description": "Blue wildebeest h<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:12pt;'>abitat suitability under near-historic climate and under future climate in ca. 2050 based on three different CMIP5 climate models. Data sourced from Conservation International (2018).</span><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'><br /></span></font></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>The habitat suitability maps show the current habitat suitability based on current climate and the potential future habitat suitability as a result of changing climate. It does not account for current or future land use, hydrological changes, or inherent potential for adaptation to climate change. This approach maps where species are likely to migrate to as they attempt to stay within their specific climatic niche (Hijmans &amp; Graham, 2006). These species distribution models (SDMs) are based on the climate niches of their historical distributions, prior to major anthropogenic impacts.</span><br /></font><div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><font style='font-family:inherit;'><br /></font><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit; font-size:12pt;'>The layer was derived as part of the work conducted for the report: '</span><span style='font-family:inherit;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit;'>Four Selected Landscapes and </span><span style='font-family:inherit;'>Assessment of the Current Trajectory'.</span></p><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit;'><br /></span></p></div></div></div>",
			"keyword": [
				"wildebeest",
				"natural capital",
				"east africa",
				"habitat suitability",
				"wildlife"
			],
			"issued": "2021-09-20T13:31:46.000Z",
			"modified": "2021-11-10T14:09:21.211Z",
			"publisher": {
				"name": "Conservation International"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "28.8334,-11.7988,41.5829,2.2985",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::blue-wildebeest-habitat-suitability"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Wildebeest_natcap/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/f2f84200b0b1476a828b8282896f6120/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/f2f84200b0b1476a828b8282896f6120/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/f2f84200b0b1476a828b8282896f6120/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/f2f84200b0b1476a828b8282896f6120/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=13a1c4547c524631a85e5ed32a8fff20&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::wild-plant-food-medicines-physical-value",
			"title": "Wild Plant Food & Medicines (Physical Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Approximate physical wild plant food &amp; medicines </span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>harvested (in kilogramss) per sub-national administrative area within the wildlife landscapes.</span>",
			"keyword": [
				"natural capital",
				"east africa",
				"harvested resources",
				"ecosystem services",
				"wild plant food",
				"wild medicines"
			],
			"issued": "2021-11-03T09:36:56.000Z",
			"modified": "2021-11-05T07:31:48.057Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9835,39.7904,4.6611",
			"license": "<div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><div style='margin-bottom:3rem;'><div><div style='max-width:100%; display:inherit;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</div></div></div></div>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::wild-plant-food-medicines-physical-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Wild_plant_foods_and_medicines_physical/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/13a1c4547c524631a85e5ed32a8fff20/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/13a1c4547c524631a85e5ed32a8fff20/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/13a1c4547c524631a85e5ed32a8fff20/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/13a1c4547c524631a85e5ed32a8fff20/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=8844d5ddcdf94a6f8c78a075f2c16688&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::sediment-retention",
			"title": "Sediment Retention",
			"description": "<div style='text-align:Left;'><p style='margin-top:0px; margin-bottom:1.5rem; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Total annual sediment retained (Megatonnes/y) per sub-basin in each wildlife landscape.</p><p style='margin-top:0px; margin-bottom:1.5rem; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><span style='font-family:inherit;'>Values are sumarised at sub-basin level using HydroBASINS. All HydroBASINS layers were derived from World Wildlife Fund’s HydroSHEDS data based on a grid resolution of 15 arc-seconds (approximately 500 m at the equator). Watersheds were delineated in a consistent manner at different scales, and a hierarchical sub-basin breakdown was created following the topological concept of the Pfafstetter coding system. The resulting polygon layers are termed HydroBASINS and represent a subset of the HydroSHEDS database. This shapefile contains (sub-)basin polygons for Africa at Pfafstetter level 6.</span></p></div>",
			"keyword": [
				"hydrological services",
				"ecosystem services",
				"east africa",
				"natural capital"
			],
			"issued": "2021-10-29T14:03:12.000Z",
			"modified": "2021-11-30T08:32:28.588Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9858,39.7904,4.6611",
			"license": "<div style='text-align:Left;'><p style='margin-top:0px; margin-bottom:1.5rem; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>HydroBASINS is covered by the same License Agreement as the HydroSHEDS database, which is available at hydrosheds.org. For all regulations regarding license grants, copyright, redistribution restrictions, required attributions, disclaimer of warranty, indemnification, liability, waiver of damages, and a precise definition of licensed materials, please refer to the License Agreement. By downloading and using the data the user agrees to the terms and conditions of the License Agreement.</p><p style='margin-top:0px; margin-bottom:1.5rem; font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</p></div>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::sediment-retention"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Sediment_retention/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/8844d5ddcdf94a6f8c78a075f2c16688/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/8844d5ddcdf94a6f8c78a075f2c16688/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/8844d5ddcdf94a6f8c78a075f2c16688/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/8844d5ddcdf94a6f8c78a075f2c16688/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=2d2d43c4eff7413f9757fe68173f6093",
			"landingPage": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::transboundary-wildlife-landscapes-web-map-v1",
			"title": "Transboundary Wildlife Landscapes Web Map (v1)",
			"description": "Web Map exported from ArcGIS Pro for the prpoject '<span style='font-family:inherit; font-size:16px;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit; font-size:16px;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit; font-size:16px;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit; font-size:16px;'>Four Selected Landscapes and </span><span style='font-family:inherit; font-size:16px;'>Assessment of the Current Trajectory'.</span><div><span style='font-family:inherit; font-size:16px;'><br /></span></div><div>Version 1, subject to edits.</div>",
			"keyword": [
				"natural capital",
				"east africa",
				"web map",
				"ecosystem services",
				"wildlife landscapes",
				"economic value"
			],
			"issued": "2021-09-20T17:33:12.000Z",
			"modified": "2023-05-30T11:41:59.000Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "22.9266,-13.3072,41.9068,12.2364",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This dataset may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/maps/rcmrd::transboundary-wildlife-landscapes-web-map-v1"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Web_Map_test_WFL1/FeatureServer"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=2d2d43c4eff7413f9757fe68173f6093&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::internationalborders",
			"title": "InternationalBorders",
			"description": "Web Map exported from ArcGIS Pro for the prpoject '<span style='font-family:inherit; font-size:16px;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit; font-size:16px;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit; font-size:16px;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit; font-size:16px;'>Four Selected Landscapes and </span><span style='font-family:inherit; font-size:16px;'>Assessment of the Current Trajectory'.</span><div><span style='font-family:inherit; font-size:16px;'><br /></span></div><div>Version 1, subject to edits.</div>",
			"keyword": [
				"natural capital",
				"east africa",
				"web map",
				"ecosystem services",
				"wildlife landscapes",
				"economic value"
			],
			"issued": "2021-09-20T17:33:12.000Z",
			"modified": "2021-11-04T10:37:27.470Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "23.4408,-11.7613,41.9068,12.2364",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This dataset may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::internationalborders"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Web_Map_test_WFL1/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2d2d43c4eff7413f9757fe68173f6093/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2d2d43c4eff7413f9757fe68173f6093/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2d2d43c4eff7413f9757fe68173f6093/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/2d2d43c4eff7413f9757fe68173f6093/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=2d2d43c4eff7413f9757fe68173f6093&sublayer=1",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::protected-areas-wdpa",
			"title": "Protected Areas (WDPA)",
			"description": "Web Map exported from ArcGIS Pro for the prpoject '<span style='font-family:inherit; font-size:16px;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit; font-size:16px;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit; font-size:16px;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit; font-size:16px;'>Four Selected Landscapes and </span><span style='font-family:inherit; font-size:16px;'>Assessment of the Current Trajectory'.</span><div><span style='font-family:inherit; font-size:16px;'><br /></span></div><div>Version 1, subject to edits.</div>",
			"keyword": [
				"natural capital",
				"east africa",
				"web map",
				"ecosystem services",
				"wildlife landscapes",
				"economic value"
			],
			"issued": "2021-09-20T17:33:12.000Z",
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					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::grass-monetary-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Grass_monetary/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/b17f31fd7ffd40a99a053d0b4bf3c043/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/b17f31fd7ffd40a99a053d0b4bf3c043/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/b17f31fd7ffd40a99a053d0b4bf3c043/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/b17f31fd7ffd40a99a053d0b4bf3c043/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=63b9f606d0f942de8a35bb5567621100&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::grass-physical-value",
			"title": "Grass (Physical Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Approximate physical thatching grass </span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>harvested (in kilograms) per sub-national administrative area within the wildlife landscapes.</span>",
			"keyword": [
				"harvested resources",
				"ecosystem services",
				"grass",
				"natural capital",
				"east africa"
			],
			"issued": "2021-11-03T09:19:20.000Z",
			"modified": "2021-11-05T07:36:20.220Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9835,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::grass-physical-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Grass_physical/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/63b9f606d0f942de8a35bb5567621100/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/63b9f606d0f942de8a35bb5567621100/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/63b9f606d0f942de8a35bb5567621100/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/63b9f606d0f942de8a35bb5567621100/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=e8c169bcc5f04c6bbada0dc07c470e88&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::livestock-2050-wls",
			"title": "Livestock (2050) - WLs",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Livestock units per ~100 km2 grid in the Wildlife Landscapes for the year 2050 (under a business-as-usual scenario), based on Gilbert et al. (2018). </span><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>Trends in livestock were forecast based on historical changes in livestock numbers based on </span></font><a href='https://www.fao.org/faostat/en/#data/QCL' target='_blank' rel='nofollow ugc noopener noreferrer'>Food and Agriculture Organization of the United Nations (FAO) data</a>.",
			"keyword": [
				"livestock",
				"ecosystem services",
				"natural capital",
				"agriculture",
				"east africa"
			],
			"issued": "2021-11-03T09:01:53.000Z",
			"modified": "2021-11-04T19:03:05.584Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0000,-5.0000,39.8333,4.6667",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::livestock-2050-wls"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Livestock_2050_WLs/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e8c169bcc5f04c6bbada0dc07c470e88/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e8c169bcc5f04c6bbada0dc07c470e88/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e8c169bcc5f04c6bbada0dc07c470e88/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e8c169bcc5f04c6bbada0dc07c470e88/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=91ae1b34c6614315a87a05e79760dc23&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::bamboo-physical-value",
			"title": "Bamboo (Physical Value)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>Approximate physical bamboo culms </span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>harvested (in culms) per sub-national administrative area within the wildlife landscapes.</span>",
			"keyword": [
				"natural capital",
				"east africa",
				"ecosystem services",
				"bamboo",
				"harvested resources"
			],
			"issued": "2021-11-03T12:31:14.000Z",
			"modified": "2021-11-26T08:23:48.128Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0512,-4.9835,39.7904,4.6611",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::bamboo-physical-value"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Bamboo_physical/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/91ae1b34c6614315a87a05e79760dc23/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/91ae1b34c6614315a87a05e79760dc23/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/91ae1b34c6614315a87a05e79760dc23/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/91ae1b34c6614315a87a05e79760dc23/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=16b625bdf15e4b0e9634d3074f7afc7c&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::livestock-2010-wls",
			"title": "Livestock (2010) - WLs",
			"description": "Livestock units per ~100 km2 grid in the Wildlife Landscapes for the year 2010, based on Gilbert et al. (2018).",
			"keyword": [
				"agriculture",
				"ecosystem services",
				"east africa",
				"natural capital",
				"livestock"
			],
			"issued": "2021-11-03T08:57:46.000Z",
			"modified": "2021-11-04T18:58:37.546Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "29.0000,-5.0000,39.8333,4.6667",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::livestock-2010-wls"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Livestock_2010_WLs/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/16b625bdf15e4b0e9634d3074f7afc7c/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/16b625bdf15e4b0e9634d3074f7afc7c/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/16b625bdf15e4b0e9634d3074f7afc7c/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/16b625bdf15e4b0e9634d3074f7afc7c/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=a91b33c190064f388c0edaa29b318368&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::hydrosheds-level-6",
			"title": "HydroSHEDS (Level 6)",
			"description": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>HydroBASINS level 6 sub-basin/catchment boundaries intersecting wildlife landscapes.</span><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><br /></span></div><div><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>HydroBASINS layers were derived from World Wildlife Fund’s HydroSHEDS data based on a grid resolution of 15 arc-seconds (approximately 500 m at the equator). Watersheds were delineated in a consistent manner at different scales, and a hierarchical sub-basin breakdown was created following the topological concept of the Pfafstetter coding system. The resulting polygon layers are termed HydroBASINS and represent a subset of the HydroSHEDS database. This shapefile contains (sub-)basin polygons for Africa at Pfafstetter level 6.</span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><br /></span></div>",
			"keyword": [
				"hydrology",
				"watersheds",
				"catchment"
			],
			"issued": "2021-12-02T12:18:37.000Z",
			"modified": "2021-12-02T12:18:51.853Z",
			"publisher": {
				"name": "Regional Centre for Mapping of Resource for Development"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "25.8083,-6.0712,40.3631,6.6958",
			"license": "<p>HydroBASINS is covered by the same License Agreement as the HydroSHEDS database, which is available at hydrosheds.org. For all regulations regarding license grants, copyright, redistribution restrictions, required attributions, disclaimer of warranty, indemnification, liability, waiver of damages, and a precise definition of licensed materials, please refer to the License Agreement. By downloading and using the data the user agrees to the terms and conditions of the License Agreement.</p><p><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span></p>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::hydrosheds-level-6"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/HydroSheds_lev6/FeatureServer/0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "CSV",
					"format": "CSV",
					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/a91b33c190064f388c0edaa29b318368/csv?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/a91b33c190064f388c0edaa29b318368/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/a91b33c190064f388c0edaa29b318368/geojson?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "KML",
					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/a91b33c190064f388c0edaa29b318368/kml?layers=0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=7eafbb81ca114901a6315b2fa7fccad2&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::gorilla-habitat-suitability",
			"title": "Gorilla Habitat Suitability",
			"description": "Blue wildebeest h<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:12pt;'>abitat suitability under near-historic climate and under future climate in ca. 2050 based on three different CMIP5 climate models. Data sourced from Conservation International (2018).</span><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'><br /></span></font></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>The habitat suitability maps show the current habitat suitability based on current climate and the potential future habitat suitability as a result of changing climate. It does not account for current or future land use, hydrological changes, or inherent potential for adaptation to climate change. This approach maps where species are likely to migrate to as they attempt to stay within their specific climatic niche (Hijmans &amp; Graham, 2006). These species distribution models (SDMs) are based on the climate niches of their historical distributions, prior to major anthropogenic impacts.</span><br /></font><div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><font style='font-family:inherit;'><br /></font><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit; font-size:12pt;'>The layer was derived as part of the work conducted for the report: '</span><span style='font-family:inherit;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit;'>Four Selected Landscapes and </span><span style='font-family:inherit;'>Assessment of the Current Trajectory'.</span></p></div></div></div>",
			"keyword": [
				"gorilla",
				"natural capital",
				"east africa",
				"habitat suitability",
				"wildlife"
			],
			"issued": "2021-09-20T13:27:13.000Z",
			"modified": "2021-11-10T14:09:52.583Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "28.8333,-7.0920,32.8333,2.9254",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::gorilla-habitat-suitability"
				},
				{
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					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Gorilla/FeatureServer/0"
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					"title": "CSV",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/7eafbb81ca114901a6315b2fa7fccad2/csv?layers=0"
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				{
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					"title": "Shapefile",
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					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/7eafbb81ca114901a6315b2fa7fccad2/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
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		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=e23b71b83b3940c6949216b6b985ff60&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::elephant-habitat-suitability",
			"title": "Elephant Habitat Suitability",
			"description": "Blue wildebeest h<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:12pt;'>abitat suitability under near-historic climate and under future climate in ca. 2050 based on three different CMIP5 climate models. Data sourced from Conservation International (2018).</span><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'><br /></span></font></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>The habitat suitability maps show the current habitat suitability based on current climate and the potential future habitat suitability as a result of changing climate. It does not account for current or future land use, hydrological changes, or inherent potential for adaptation to climate change. This approach maps where species are likely to migrate to as they attempt to stay within their specific climatic niche (Hijmans &amp; Graham, 2006). These species distribution models (SDMs) are based on the climate niches of their historical distributions, prior to major anthropogenic impacts.</span><br /></font><div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><font style='font-family:inherit;'><br /></font><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit; font-size:12pt;'>The layer was derived as part of the work conducted for the report: '</span><span style='font-family:inherit;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit;'>Four Selected Landscapes and </span><span style='font-family:inherit;'>Assessment of the Current Trajectory'.</span></p></div></div></div>",
			"keyword": [
				"elephant",
				"natural capital",
				"east africa",
				"habitat suitability",
				"wildlife"
			],
			"issued": "2021-09-20T13:23:51.000Z",
			"modified": "2021-11-10T14:11:17.201Z",
			"publisher": {
				"name": "Conservation International"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "23.3981,-11.7970,40.9163,12.2987",
			"license": "<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.</span>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::elephant-habitat-suitability"
				},
				{
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					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Elephant_natcap/FeatureServer/0"
				},
				{
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					"title": "CSV",
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					"mediaType": "text/csv",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e23b71b83b3940c6949216b6b985ff60/csv?layers=0"
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					"title": "Shapefile",
					"format": "ZIP",
					"mediaType": "application/zip",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e23b71b83b3940c6949216b6b985ff60/shapefile?layers=0"
				},
				{
					"@type": "dcat:Distribution",
					"title": "GeoJSON",
					"format": "GeoJSON",
					"mediaType": "application/vnd.geo+json",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e23b71b83b3940c6949216b6b985ff60/geojson?layers=0"
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					"format": "KML",
					"mediaType": "application/vnd.google-earth.kml+xml",
					"accessURL": "https://gmesgeoportal.rcmrd.org/api/download/v1/items/e23b71b83b3940c6949216b6b985ff60/kml?layers=0"
				}
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			"theme": [
				"geospatial"
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		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=83d1e70613e9487483e3b2d7a081498e&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::habitats-grouped-of-east-africa-study-area",
			"title": "Habitats (grouped) of East Africa (Study Area)",
			"description": "<div style='text-align:left;'><p style='text-align:justify;'><span style='font-size:16px;'>Grouped habitat map (22 classes) of the original 72 habitat types across the study region in East Africa for the project </span><span style='text-align:left; font-family:inherit; font-size:12pt;'>'</span><span style='text-align:left; font-family:inherit; font-size:16px;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='text-align:left; font-family:inherit; font-size:16px;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='text-align:left; font-family:inherit; font-size:16px;'>A Preliminary Natural Capital Assessment of </span><span style='text-align:left; font-family:inherit; font-size:16px;'>Four Selected Landscapes and </span><span style='text-align:left; font-family:inherit; font-size:16px;'>Assessment of the Current Trajectory'.</span></p><p style='text-align:justify;'><span style='font-size:16px;'>Following the data collation and regional overview, a detailed analysis was undertaken at a regional (East Africa) scale of spatial data on vegetation types, ecoregions, land cover, and biomass in conjunction with relevant ecological literature. Estimating the supply of ecosystem services across the landscape requires </span><span style='font-size:16px;'>a detailed representation of land cover and vegetation characteristics, as these have a strong influence over the spatial distribution and value of services provided. Our chosen ecosystem delineation method involved a combination of the land cover, vegetation type, and land condition datasets. We felt that combining these datasets to produce a single map of habitat types would produce the most accurate </span><span style='font-size:16px;'>possible representation of habitats across East Africa for the purposes of ecosystem service valuation. </span><span style='font-size:16px;'>We also used the IUCN’s Global Ecosystem typology to aid with the grouping of the habitat types we </span><span style='font-size:16px;'>identified. </span></p><p style='text-align:justify;'><span style='font-size:16px; text-align:left;'>The following datasets were used to produce our habitat map:</span></p><p><span style='font-size:16px;'>• Copernicus 100-meter land cover data for 2018 (Copernicus Global Land Operations);</span></p><p><span style='font-size:16px;'>• Potential natural vegetation map for East and Southern Africa (van Breugel et al., 2015) (WWF Ecoregions map used instead for South Sudan); and</span></p><p><span style='font-size:16px;'>• Change in the normalized difference vegetation index (NDVI) between 2001 and 2018 (Trends.Earth).</span><br /></p><p><span style='font-size:16px;'>There are </span><span style='font-size:16px;'>16 forest habitat types, 14 woodland habitat types, 12 grassland/wooded grassland habitat types, 19 </span><span style='font-size:16px;'>bushland/shrubland habitat types, 5 aquatic habitat types, 4 desert/bare habitat types, and 2 </span><span style='font-size:16px;'>anthropogenic types (cultivation built-up). The number of habitat types within each study area ranged </span><span style='font-size:16px;'>from 19 in the Rweru-Mugesera-Akagera Wetlands to 51 habitat types in the Great East African Plains.</span><br /></p></div>",
			"keyword": [
				"habitats",
				"ecosystems",
				"biomes",
				"vegetation map",
				"east africa",
				"natural capital"
			],
			"issued": "2021-09-22T07:30:38.000Z",
			"modified": "2023-05-30T11:41:37.000Z",
			"publisher": {
				"name": "Anchor Environmental Consultants"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "28.8566,-6.7965,41.8876,5.8539",
			"license": "This layer may not be used or downloaded without the express permission of Anchor Environmental Consultants.",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::habitats-grouped-of-east-africa-study-area"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://tiles.arcgis.com/tiles/zOnyumh63cMmLBBH/arcgis/rest/services/Habitats_East_Africa/MapServer/0"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=df9d517b633d46e5ad1077d9610dd001&sublayer=0",
			"landingPage": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::lion-habitat-suitability",
			"title": "Lion Habitat Suitability",
			"description": "<div style='text-align:Left; font-size:12pt;'><p><span style='font-size:15px;'>Blue wildebeest h</span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:12pt;'>abitat suitability under near-historic climate and under future climate in ca. 2050 based on three different CMIP5 climate models. Data sourced from Conservation International (2018).</span></p><div style='font-size:15px;'><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'><br /></span></font></div><div style='font-size:15px;'><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size:16px;'>The habitat suitability maps show the current habitat suitability based on current climate and the potential future habitat suitability as a result of changing climate. It does not account for current or future land use, hydrological changes, or inherent potential for adaptation to climate change. This approach maps where species are likely to migrate to as they attempt to stay within their specific climatic niche (Hijmans &amp; Graham, 2006). These species distribution models (SDMs) are based on the climate niches of their historical distributions, prior to major anthropogenic impacts.</span><br /></font><div><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'><font style='font-family:inherit;'><br /></font><p style='margin-top:0px; margin-bottom:1.5rem;'><span style='font-family:inherit; font-size:12pt;'>The layer was derived as part of the work conducted for the report: '</span><span style='font-family:inherit;'>ECONOMIC VALUE OF EAST AFRICA’S </span><span style='font-family:inherit;'>TRANSBOUNDARY WILDLIFE LANDSCAPES: </span><span style='font-family:inherit;'>A Preliminary Natural Capital Assessment of </span><span style='font-family:inherit;'>Four Selected Landscapes and </span><span style='font-family:inherit;'>Assessment of the Current Trajectory'.</span></p></div></div></div></div>",
			"keyword": [
				"lion",
				"natural capital",
				"east africa",
				"habitat suitability",
				"wildlife"
			],
			"issued": "2021-09-21T08:52:10.000Z",
			"modified": "2021-11-10T14:08:33.010Z",
			"publisher": {
				"name": "Conservation International"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "PKabatha",
				"hasEmail": "mailto:rcmrd@rcmrd.org"
			},
			"accessLevel": "public",
			"spatial": "23.5068,-11.7680,41.1578,12.2866",
			"license": "This layer may not be downloaded, altered or edited without the permission of Anchor Environmental Consultants, Environmental Incentives or USAID.",
			"distribution": [
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					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
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					"accessURL": "https://gmesgeoportal.rcmrd.org/datasets/rcmrd::lion-habitat-suitability"
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				{
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					"accessURL": "https://services6.arcgis.com/zOnyumh63cMmLBBH/arcgis/rest/services/Lion_nat_cap/FeatureServer/0"
				},
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