{
	"@context": "https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld",
	"@type": "dcat:Catalog",
	"conformsTo": "https://project-open-data.cio.gov/v1.1/schema",
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	"dataset": [
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=db028cfc90a342d7b2f16ac7a9ad779b",
			"landingPage": "https://ecowas.africageoportal.com/datasets/esri::africa-crop-wheat-harvested-area",
			"title": "Africa Crop Wheat - Harvested Area",
			"description": "<div style=''>Wheat (<i>Triticum</i> spp.) is one of the world's most important crops. In the developing world only rice is more important as a food source. In Africa, Ethiopia and South Africa are important producers.</div><div style=''><br /></div><div style=''><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><div style='margin:0px; padding:0px;'><font size='4'>Dataset Summary</font></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>This layer provides access to a <span style=''>5 arc-minute </span><span style=''>(approximately 10 km at the equator)</span><span style=''> </span><span style=''>cell-sized raster of the 1999-2001 annual average area of </span><span style=''>wheat harvested in Africa. The data are in units of hectares/grid cell.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><span style=''>The </span><span style=''>SPAM 2000 v3.0.6 data used to create this layer </span><span style=''>were produced by the </span><a href='https://www.ifpri.org/' rel='nofollow ugc' style='color:rgb(33, 117, 155);' target='_blank'>International Food Policy Research Institute</a><span style=''> in 2012. </span><span style=''>This dataset was created by spatially disaggregating national and sub-national harvest data </span><span style=''>using the </span><a href='https://mapspam.info/about/' rel='nofollow ugc' style='color:rgb(33, 117, 155);' target='_blank'>Spatial Production Allocation Model</a><span style=''>. </span></div><div style='margin:0px; padding:0px;'><span style=''>          </span><br /></div></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><a href='https://www.ifpri.org/publication/global-spatially-disaggregated-crop-production-statistics-data-2010-version-10' rel='nofollow ugc' target='_blank'>Link to source metadata</a><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'>For more information about this dataset and the importance of wheat as a staple food see the <a href='https://harvestchoice.org/commodities/wheat' rel='nofollow ugc' target='_blank'>Harvest Choice webpage</a>.</div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'>For data on other agricultural species in Africa see these layers:</div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><a href='https://www.arcgis.com/home/item.html?id=1f7863773c2649e5bb290b406c4d36f2' rel='nofollow ugc' style='' target='_blank'>Cassava</a><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=1f7863773c2649e5bb290b406c4d36f2' rel='nofollow ugc' target='_blank'>Groundnut (Peanut)</a><br /></div><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=6fab7020446c43b0b44727d6cb134ae8' rel='nofollow ugc' target='_blank'>Maize (Corn)</a><br /></div><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=5ef402b9fc2d4544bf72dfe740282bcf' rel='nofollow ugc' target='_blank'>Millet</a><br /></div><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=a15e23a3fd734914a227b236e0ff715e' rel='nofollow ugc' target='_blank'>Potato</a><br /></div><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=a35b683f6ba045b2a4da4eacf58ea642' rel='nofollow ugc' target='_blank'>Rice</a><br /></div><div style='color:rgb(68, 68, 68);'><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=f64fbb5ac501469a8ae13543af55632b' rel='nofollow ugc' target='_blank'>Sorghum</a><br /></div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=a2220563c2e04b99bbe600b0d192ac60' rel='nofollow ugc' target='_blank'>Sweet Potato and Yam</a></div></div></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><span style=''>Data for important agricultural crops in South America are available </span><a href='https://www.arcgis.com/home/search.html?q=esri_landscape%20south%20america%20crop&amp;t=content' rel='nofollow ugc' style='' target='_blank'>here</a><span style=''>.</span><br /></div><div><font size='2'><br /></font><div><div style='margin:0px; padding:0px;'><div style='margin:0px; padding:0px;'><font size='4'>What can you do with this layer?</font></div><div style='margin:0px; padding:0px;'><div style=''><br /></div><div style=''>This layer is suitable for both visualization and analysis. It can be used in ArcGIS Online in web maps and applications and can be used in ArcGIS Desktop.</div><div style=''><br /><div style='margin:0px; padding:0px;'>This layer has <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#//00sp00000007000000' rel='nofollow ugc' target='_blank'>query</a>, <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#//00s500000010000000' rel='nofollow ugc' target='_blank'>identify</a>, and <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#/Downloading_data_from_an_image_service/00sp00000016000000/' rel='nofollow ugc' target='_blank'>export</a> image services available. This layer is restricted to a maximum area of 24,000 x 24,000 pixels <span style=''>which allows access to the full dataset.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>The source data for this layer are available <a href='https://mapspam.info/data/' rel='nofollow ugc' target='_blank'>here</a><span style='background-color:rgb(255, 255, 255);'>.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><div style='margin:0px; padding:0px;'>This layer is part of a larger collection of <a href='https://www.arcgis.com/home/group.html?id=38f9a41bdea24e9b9d913cedbfc9216b#overview' rel='nofollow ugc' target='_blank'>landscape layers</a> that you can use to perform a wide variety of mapping and analysis tasks.</div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>The <a href='https://livingatlas.arcgis.com' rel='nofollow ugc' target='_blank'>Living Atlas of the World</a> provides an easy way to explore the landscape layers and many other beautiful and authoritative maps on hundreds of topics.</div></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><a href='https://geonet.esri.com' rel='nofollow ugc' target='_blank'>Geonet</a> is a good resource for learning more about landscape layers and the Living Atlas of the World. To get started follow these links:</div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><a href='https://geonet.esri.com/blogs/onemap/2014/08/18/landscape-layers-a-re-introduction?sr=search&amp;searchId=2e9b2eb2-610d-4da9-aae2-748cd3a08f2d&amp;searchIndex=0' rel='nofollow ugc' target='_blank'>Landscape Layers - a reintroduction</a></div><div style='margin:0px; padding:0px;'><a href='https://geonet.esri.com/groups/livingatlas?sr=search&amp;searchId=ec0b33d6-14bb-4319-8ad5-38961b68610e&amp;searchIndex=0' rel='nofollow ugc' target='_blank'>Living Atlas Discussion Group</a></div></div></div></div></div></div></div>",
			"keyword": [
				"Landscape",
				"landscape5",
				"esri_landscape",
				"retiring-2026-12"
			],
			"issued": "2014-11-18T21:40:17.000Z",
			"modified": "2019-12-20T06:13:24.000Z",
			"publisher": {
				"name": "Esri"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "esri_landscape2",
				"hasEmail": "{{orgContactEmail}}"
			},
			"accessLevel": "public",
			"spatial": "-20.0000,-39.0000,55.0000,40.0000",
			"license": "<p><img src='https://downloads.esri.com/blogs/arcgisonline/esrilogo_new.png' width='113' height='43' />This work is licensed under the Esri Master License Agreement.</p><div><a target='_blank' href='https://goto.arcgis.com/termsofuse/viewsummary' rel='nofollow ugc noopener noreferrer'>View Summary</a> | <a target='_blank' href='https://goto.arcgis.com/termsofuse/viewtermsofuse' rel='nofollow ugc noopener noreferrer'>View Terms of Use</a><br />&nbsp;</div><div><span style='color:#dc143c;'>Important Note:</span> This item requires an ArcGIS Online organizational subscription or an ArcGIS Developer account and does not consume credits. To access this item, you'll need to do one of the following:</div><div><ul><li>Sign in with an account that is a member of an organizational subscription</li><li>Sign in with a developer account</li><li><a target='_blank' href='https://goto.arcgis.com/termsofuse/registeranapplication' rel='nofollow ugc noopener noreferrer'>Register an application</a> and use your application's credentials.</li></ul><p>If you don't have an account, you can sign up for a <a target='_blank' href='https://goto.arcgis.com/features/trial' rel='nofollow ugc noopener noreferrer'>free trial of ArcGIS</a> or a <a target='_blank' href='https://goto.arcgis.com/developers/signup' rel='nofollow ugc noopener noreferrer'>free ArcGIS Developer account</a>.<br />&nbsp;</p></div>",
			"distribution": [
				{
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					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://ecowas.africageoportal.com/datasets/esri::africa-crop-wheat-harvested-area"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://landscape5.arcgis.com/arcgis/rest/services/Africa_Crop_Wheat/ImageServer"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=a2220563c2e04b99bbe600b0d192ac60",
			"landingPage": "https://ecowas.africageoportal.com/datasets/a2220563c2e04b99bbe600b0d192ac60",
			"title": "{{name}}",
			"description": "{{description}}",
			"keyword": [
				"Landscape",
				"landscape5",
				"esri_landscape",
				"retiring-2026-12"
			],
			"issued": "2014-11-18T21:38:29.000Z",
			"modified": "{{modified:toISO}}",
			"publisher": {
				"name": "{{source}}"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "esri_landscape2",
				"hasEmail": "{{orgContactEmail}}"
			},
			"accessLevel": "public",
			"spatial": "",
			"license": "<p><img src='https://downloads.esri.com/blogs/arcgisonline/esrilogo_new.png' width='113' height='43' />This work is licensed under the Esri Master License Agreement.</p><div><a target='_blank' href='https://goto.arcgis.com/termsofuse/viewsummary' rel='nofollow ugc noopener noreferrer'>View Summary</a> | <a target='_blank' href='https://goto.arcgis.com/termsofuse/viewtermsofuse' rel='nofollow ugc noopener noreferrer'>View Terms of Use</a><br />&nbsp;</div><div><span style='color:#dc143c;'>Important Note:</span> This item requires an ArcGIS Online organizational subscription or an ArcGIS Developer account and does not consume credits. To access this item, you'll need to do one of the following:</div><div><ul><li>Sign in with an account that is a member of an organizational subscription</li><li>Sign in with a developer account</li><li><a target='_blank' href='https://goto.arcgis.com/termsofuse/registeranapplication' rel='nofollow ugc noopener noreferrer'>Register an application</a> and use your application's credentials.</li></ul><p>If you don't have an account, you can sign up for a <a target='_blank' href='https://goto.arcgis.com/features/trial' rel='nofollow ugc noopener noreferrer'>free trial of ArcGIS</a> or a <a target='_blank' href='https://goto.arcgis.com/developers/signup' rel='nofollow ugc noopener noreferrer'>free ArcGIS Developer account</a>.<br />&nbsp;</p></div>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://ecowas.africageoportal.com/datasets/a2220563c2e04b99bbe600b0d192ac60"
				}
			],
			"theme": ""
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=f64fbb5ac501469a8ae13543af55632b",
			"landingPage": "https://ecowas.africageoportal.com/datasets/esri::africa-crop-sorghum-harvested-area",
			"title": "Africa Crop Sorghum - Harvested Area",
			"description": "<div style=''><span style='text-indent:-1in;'>Sorghum (</span><i>Sorghum bicolor</i>) is an important grass species used for human and animal food. It was first cultivated in Africa and currently 53% of the world's production is in sub-Saharan Africa. Millions of farmers in arid regions rely on this crop due to its drought tolerant qualities.</div><div style=''><br /></div><div style=''><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><div style='margin:0px; padding:0px;'><font size='4'>Dataset Summary</font></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>This layer provides access to a <span style=''>5 arc-minute </span><span style=''>(approximately 10 km at the equator)</span><span style=''> </span><span style=''>cell-sized raster of the 1999-2001 annual average area of </span><span style=''>sorghum harvested in Africa. The data are in units of hectares/grid cell.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><span style=''>The </span><span style=''>SPAM 2000 v3.0.6 data used to create this layer </span><span style=''>were produced by the </span><a href='https://www.ifpri.org/' style='color:rgb(33, 117, 155);' target='_blank'>International Food Policy Research Institute</a><span style=''> in 2012. </span><span style=''>This dataset was created by spatially disaggregating national and sub-national harvest data </span><span style=''>using the </span><a href='https://mapspam.info/about/' style='color:rgb(33, 117, 155);' target='_blank'>Spatial Production Allocation Model</a><span style=''>. </span></div><div style='margin:0px; padding:0px;'><span style=''>          </span><br /></div></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><a href='https://www.ifpri.org/publication/global-spatially-disaggregated-crop-production-statistics-data-2010-version-10' target='_blank'>Link to source metadata</a><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'>For more information about this dataset and the importance of sorghum as a staple food see the <a href='https://harvestchoice.org/commodities/sorghum' target='_blank'>Harvest Choice webpage</a>.</div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'>For data on other agricultural species in Africa see these layers:</div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><a href='https://www.arcgis.com/home/item.html?id=1f7863773c2649e5bb290b406c4d36f2' style='' target='_blank'>Cassava</a><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=1f7863773c2649e5bb290b406c4d36f2' target='_blank'>Groundnut (Peanut)</a><br /></div><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=6fab7020446c43b0b44727d6cb134ae8' target='_blank'>Maize (Corn)</a><br /></div><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=5ef402b9fc2d4544bf72dfe740282bcf' target='_blank'>Millet</a><br /></div><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=a15e23a3fd734914a227b236e0ff715e' target='_blank'>Potato</a></div><div style='color:rgb(68, 68, 68);'><a href='https://www.arcgis.com/home/item.html?id=a35b683f6ba045b2a4da4eacf58ea642' style='' target='_blank'>Rice</a><br /></div></div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=f64fbb5ac501469a8ae13543af55632b' target='_blank'>Sorghum</a><br /></div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=a2220563c2e04b99bbe600b0d192ac60' target='_blank'>Sweet Potato and Yam</a><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><a href='https://www.arcgis.com/home/item.html?id=db028cfc90a342d7b2f16ac7a9ad779b' style='' target='_blank'>Wheat</a></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><span style=''>Data for important agricultural crops in South America are available </span><a href='https://www.arcgis.com/home/search.html?q=esri_landscape%20south%20america%20crop&amp;t=content' style='' target='_blank'>here</a><span style=''>.</span><br /></div></div><div style=''><p></p><p><font size='2'></font></p></div><div style=''><div style='margin:0px; padding:0px;'><font size='4'>What can you do with this layer?</font></div><div style='margin:0px; padding:0px;'><div style=''><br /></div><div style=''>This layer is suitable for both visualization and analysis. It can be used in ArcGIS Online in web maps and applications and can be used in ArcGIS Desktop.</div><div style=''><br /><div style='margin:0px; padding:0px;'>This layer has <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#//00sp00000007000000' target='_blank'>query</a>, <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#//00s500000010000000' target='_blank'>identify</a>, and <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#/Downloading_data_from_an_image_service/00sp00000016000000/' target='_blank'>export</a> image services available. This layer is restricted to a maximum area of 24,000 x 24,000 pixels <span style=''>which allows access to the full dataset.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>The source data for this layer are available <a href='https://mapspam.info/data/' target='_blank'>here</a><span style='background-color:rgb(255, 255, 255);'>.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>This layer is part of a larger collection of <a href='https://www.arcgis.com/home/group.html?id=38f9a41bdea24e9b9d913cedbfc9216b#overview' target='_blank'>landscape layers</a> that you can use to perform a wide variety of mapping and analysis tasks.</div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>The <a href='https://livingatlas.arcgis.com' target='_blank'>Living Atlas of the World</a> provides an easy way to explore the landscape layers and many other beautiful and authoritative maps on hundreds of topics.</div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><a href='https://geonet.esri.com' target='_blank'>Geonet</a> is a good resource for learning more about landscape layers and the Living Atlas of the World. To get started follow these links:</div><div style='margin:0px; padding:0px;'><ul><li><a href='https://geonet.esri.com/blogs/onemap/2014/08/18/landscape-layers-a-re-introduction?sr=search&amp;searchId=2e9b2eb2-610d-4da9-aae2-748cd3a08f2d&amp;searchIndex=0' target='_blank'>Landscape Layers - a reintroduction</a></li><li><a href='https://geonet.esri.com/groups/livingatlas?sr=search&amp;searchId=ec0b33d6-14bb-4319-8ad5-38961b68610e&amp;searchIndex=0' target='_blank'>Living Atlas Discussion Group</a></li></ul></div></div></div></div>",
			"keyword": [
				"Landscape",
				"landscape5",
				"esri_landscape",
				"retiring-2026-12"
			],
			"issued": "2014-11-18T21:38:24.000Z",
			"modified": "2019-09-18T22:40:40.000Z",
			"publisher": {
				"name": "Esri"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "esri_landscape2",
				"hasEmail": "{{orgContactEmail}}"
			},
			"accessLevel": "public",
			"spatial": "-20.0000,-39.0000,55.0000,40.0000",
			"license": "<p><img src='https://downloads.esri.com/blogs/arcgisonline/esrilogo_new.png' width='113' height='43' />This work is licensed under the Esri Master License Agreement.</p><div><a target='_blank' href='https://goto.arcgis.com/termsofuse/viewsummary' rel='nofollow ugc noopener noreferrer'>View Summary</a> | <a target='_blank' href='https://goto.arcgis.com/termsofuse/viewtermsofuse' rel='nofollow ugc noopener noreferrer'>View Terms of Use</a><br />&nbsp;</div><div><span style='color:#dc143c;'>Important Note:</span> This item requires an ArcGIS Online organizational subscription or an ArcGIS Developer account and does not consume credits. To access this item, you'll need to do one of the following:</div><div><ul><li>Sign in with an account that is a member of an organizational subscription</li><li>Sign in with a developer account</li><li><a target='_blank' href='https://goto.arcgis.com/termsofuse/registeranapplication' rel='nofollow ugc noopener noreferrer'>Register an application</a> and use your application's credentials.</li></ul><p>If you don't have an account, you can sign up for a <a target='_blank' href='https://goto.arcgis.com/features/trial' rel='nofollow ugc noopener noreferrer'>free trial of ArcGIS</a> or a <a target='_blank' href='https://goto.arcgis.com/developers/signup' rel='nofollow ugc noopener noreferrer'>free ArcGIS Developer account</a>.<br />&nbsp;</p></div>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://ecowas.africageoportal.com/datasets/esri::africa-crop-sorghum-harvested-area"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://landscape5.arcgis.com/arcgis/rest/services/Africa_Crop_Sorghum/ImageServer"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=a35b683f6ba045b2a4da4eacf58ea642",
			"landingPage": "https://ecowas.africageoportal.com/datasets/esri::africa-crop-rice-harvested-area",
			"title": "Africa Crop Rice - Harvested Area",
			"description": "<div><div style=''>Rice (<i>Oryza sativa</i> and <i>O. glaberrima</i>) is one of the world's most important staple food crops. Over half of the world's population relies on rice. The people in some parts of Africa have been cultivating rice for over 3,500 years.</div><div style=''><br /></div><div style=''><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><div style='margin:0px; padding:0px;'><font size='4'>Dataset Summary</font></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>This layer provides access to a <span style=''>5 arc-minute </span><span style=''>(approximately 10 km at the equator)</span><span style=''> </span><span style=''>cell-sized raster of the 1999-2001 annual average area of </span><span style=''>rice harvested in Africa. The data are in units of hectares/grid cell.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><span style=''>The </span><span style=''>SPAM 2000 v3.0.6 data used to create this layer </span><span style=''>were produced by the </span><a href='https://www.ifpri.org/' rel='nofollow ugc' style='color:rgb(33, 117, 155);' target='_blank'>International Food Policy Research Institute</a><span style=''> in 2012. </span><span style=''>This dataset was created by spatially disaggregating national and sub-national harvest data </span><span style=''>using the </span><a href='https://mapspam.info/about/' rel='nofollow ugc' style='color:rgb(33, 117, 155);' target='_blank'>Spatial Production Allocation Model</a><span style=''>. </span></div><div style='margin:0px; padding:0px;'><span style=''>          </span><br /></div></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><a href='https://www.ifpri.org/publication/global-spatially-disaggregated-crop-production-statistics-data-2010-version-10' rel='nofollow ugc' target='_blank'>Link to source metadata</a><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><br /></div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'>For more information about this dataset and the importance of rice as a staple food see the <a href='https://harvestchoice.org/commodities/rice' rel='nofollow ugc' target='_blank'>Harvest Choice webpage</a>.</div><div style='margin:0px; padding:0px; color:rgb(77, 77, 77);'><br /></div><div style='margin:0px; padding:0px;'>For data on other agricultural species in Africa see these layers:</div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=1f7863773c2649e5bb290b406c4d36f2' rel='nofollow ugc' target='_blank'>Cassava</a><br /></div><div style='margin:0px; padding:0px;'><div><a href='https://www.arcgis.com/home/item.html?id=1f7863773c2649e5bb290b406c4d36f2' rel='nofollow ugc' target='_blank'>Groundnut (Peanut)</a><br /></div><div><a href='https://www.arcgis.com/home/item.html?id=6fab7020446c43b0b44727d6cb134ae8' rel='nofollow ugc' target='_blank'>Maize (Corn)</a><br /></div><div><a href='https://www.arcgis.com/home/item.html?id=5ef402b9fc2d4544bf72dfe740282bcf' rel='nofollow ugc' target='_blank'>Millet</a><br /></div><div><a href='https://www.arcgis.com/home/item.html?id=a15e23a3fd734914a227b236e0ff715e' rel='nofollow ugc' target='_blank'>Potato</a></div></div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=f64fbb5ac501469a8ae13543af55632b' rel='nofollow ugc' target='_blank'>Sorghum</a><br /></div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=a2220563c2e04b99bbe600b0d192ac60' rel='nofollow ugc' target='_blank'>Sweet Potato and Yam</a><br /></div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=db028cfc90a342d7b2f16ac7a9ad779b' rel='nofollow ugc' target='_blank'>Wheat</a><br /></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><span style=''>Data for important agricultural crops in South America are available </span><a href='https://www.arcgis.com/home/search.html?q=esri_landscape%20south%20america%20crop&amp;t=content' rel='nofollow ugc' style='' target='_blank'>here</a><span style=''>.</span><br /></div><div><br /></div><div><div style='margin:0px; padding:0px;'><div style='margin:0px; padding:0px;'><font size='4'>What can you do with this layer?</font></div><div style='margin:0px; padding:0px;'><div style=''><br /></div><div style=''>This layer is suitable for both visualization and analysis. It can be used in ArcGIS Online in web maps and applications and can be used in ArcGIS Desktop.</div><div style=''><br /><div style='margin:0px; padding:0px;'>This layer has <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#//00sp00000007000000' rel='nofollow ugc' target='_blank'>query</a>, <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#//00s500000010000000' rel='nofollow ugc' target='_blank'>identify</a>, and <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#/Downloading_data_from_an_image_service/00sp00000016000000/' rel='nofollow ugc' target='_blank'>export</a> image services available. This layer is restricted to a maximum area of 24,000 x 24,000 pixels <span style=''>which allows access to the full dataset.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>The source data for this layer are available <a href='https://mapspam.info/data/' rel='nofollow ugc' target='_blank'>here</a><span style='background-color:rgb(255, 255, 255);'>.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><div style='margin:0px; padding:0px;'>This layer is part of a larger collection of <a href='https://www.arcgis.com/home/group.html?id=38f9a41bdea24e9b9d913cedbfc9216b#overview' rel='nofollow ugc' target='_blank'>landscape layers</a> that you can use to perform a wide variety of mapping and analysis tasks.</div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>The <a href='https://livingatlas.arcgis.com' rel='nofollow ugc' target='_blank'>Living Atlas of the World</a> provides an easy way to explore the landscape layers and many other beautiful and authoritative maps on hundreds of topics.</div></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><a href='https://geonet.esri.com' rel='nofollow ugc' target='_blank'>Geonet</a> is a good resource for learning more about landscape layers and the Living Atlas of the World. To get started follow these links:</div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><a href='https://geonet.esri.com/blogs/onemap/2014/08/18/landscape-layers-a-re-introduction?sr=search&amp;searchId=2e9b2eb2-610d-4da9-aae2-748cd3a08f2d&amp;searchIndex=0' rel='nofollow ugc' target='_blank'>Landscape Layers - a reintroduction</a></div><div style='margin:0px; padding:0px;'><a href='https://geonet.esri.com/groups/livingatlas?sr=search&amp;searchId=ec0b33d6-14bb-4319-8ad5-38961b68610e&amp;searchIndex=0' rel='nofollow ugc' target='_blank'>Living Atlas Discussion Group</a></div></div></div></div></div></div></div><div><div><div style='text-align:Left;'><p>\n\n\n\n\n\n\n\n</p></div></div></div>",
			"keyword": [
				"Landscape",
				"landscape5",
				"esri_landscape",
				"retiring-2026-12"
			],
			"issued": "2014-11-18T21:38:21.000Z",
			"modified": "2019-12-18T17:03:57.000Z",
			"publisher": {
				"name": "Esri"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "esri_landscape2",
				"hasEmail": "{{orgContactEmail}}"
			},
			"accessLevel": "public",
			"spatial": "-20.0000,-39.0000,55.0000,40.0000",
			"license": "<p><img src='https://downloads.esri.com/blogs/arcgisonline/esrilogo_new.png' width='113' height='43' />This work is licensed under the Esri Master License Agreement.</p><div><a target='_blank' href='https://goto.arcgis.com/termsofuse/viewsummary' rel='nofollow ugc noopener noreferrer'>View Summary</a> | <a target='_blank' href='https://goto.arcgis.com/termsofuse/viewtermsofuse' rel='nofollow ugc noopener noreferrer'>View Terms of Use</a><br />&nbsp;</div><div><span style='color:#dc143c;'>Important Note:</span> This item requires an ArcGIS Online organizational subscription or an ArcGIS Developer account and does not consume credits. To access this item, you'll need to do one of the following:</div><div><ul><li>Sign in with an account that is a member of an organizational subscription</li><li>Sign in with a developer account</li><li><a target='_blank' href='https://goto.arcgis.com/termsofuse/registeranapplication' rel='nofollow ugc noopener noreferrer'>Register an application</a> and use your application's credentials.</li></ul><p>If you don't have an account, you can sign up for a <a target='_blank' href='https://goto.arcgis.com/features/trial' rel='nofollow ugc noopener noreferrer'>free trial of ArcGIS</a> or a <a target='_blank' href='https://goto.arcgis.com/developers/signup' rel='nofollow ugc noopener noreferrer'>free ArcGIS Developer account</a>.<br />&nbsp;</p></div>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://ecowas.africageoportal.com/datasets/esri::africa-crop-rice-harvested-area"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://landscape5.arcgis.com/arcgis/rest/services/Africa_Crop_Rice/ImageServer"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=1f7863773c2649e5bb290b406c4d36f2",
			"landingPage": "https://ecowas.africageoportal.com/datasets/esri::africa-crop-cassava-harvested-area",
			"title": "Africa Crop Cassava - Harvested Area",
			"description": "<div style=''>Cassava (<i>Manihot esculenta</i>) also known as manioc in South America, is grown world-wide in tropical and sub-tropical regions providing an important staple for the diet of over half a billion people. It is drought tolerant and grows well in marginal soils. More than half of the world's cassava production is from Africa and Nigeria is the world's largest producer. In Ghana, cassava accounts for roughly 30% of the calories eaten. The root of the cassava plant must be prepared to remove harmful compounds prior to eating. </div><div style=''><br /></div><div style=''><br /></div><div style=''><div><font size='4'>Dataset Summary</font></div><div><font size='4'><br /></font></div><div>This layer provides access to a <span style=''>5 arc-minute </span><span style=''>(approximately 10 km at the equator)</span><span style=''> </span><span style=''>cell-sized raster of the 1999-2001 annual average area of </span><span style=''>cassava harvested in Africa. The data are in units of hectares/grid cell.</span></div><div><br /></div><div><span style=''>T<span style='background-color:rgb(255, 255, 255);'>he </span></span><span style='background-color:rgb(255, 255, 255);'><span style=''>SPAM 2000 v3.0.6 data used to create this layer </span><span style=''>were produced by the </span><a href='https://www.ifpri.org/' rel='nofollow ugc' target='_blank'>International Food Policy Research Institute</a><span style=''> in 2012. </span></span><span style=''><span style='background-color:rgb(255, 255, 255);'>This dataset was created by spatially disaggregating national and sub-national harvest data </span></span><span style='background-color:rgb(255, 255, 255);'>using the </span><a href='https://mapspam.info/about/' rel='nofollow ugc' style='' target='_blank'>Spatial Production Allocation Model</a><span style='background-color:rgb(255, 255, 255);'>. </span></div><div><span style=''>          </span><br /></div></div><div style=''><a href='https://www.ifpri.org/publication/global-spatially-disaggregated-crop-production-statistics-data-2010-version-10' rel='nofollow ugc' target='_blank'>Link to source metadata</a><br /></div><div style=''><br /></div><div style=''>For more information about this dataset and the importance of casava as a staple food see the <a href='https://harvestchoice.org/commodities/cassava' rel='nofollow ugc' target='_blank'>Harvest Choice webpage</a>.</div><div style=''><br /></div><div style=''>For data on other agricultural species in Africa see these layers:</div><div style=''><a href='https://www.arcgis.com/home/item.html?id=1f7863773c2649e5bb290b406c4d36f2' rel='nofollow ugc' target='_blank'>Groundnut (Peanut)</a><br /></div><div style=''><a href='https://www.arcgis.com/home/item.html?id=6fab7020446c43b0b44727d6cb134ae8' rel='nofollow ugc' target='_blank'>Maize (Corn)</a><br /></div><div style=''><a href='https://www.arcgis.com/home/item.html?id=5ef402b9fc2d4544bf72dfe740282bcf' rel='nofollow ugc' target='_blank'>Millet</a><br /></div><div style=''><a href='https://www.arcgis.com/home/item.html?id=a15e23a3fd734914a227b236e0ff715e' rel='nofollow ugc' target='_blank'>Potato</a><br /></div><div style=''><a href='https://www.arcgis.com/home/item.html?id=a35b683f6ba045b2a4da4eacf58ea642' rel='nofollow ugc' target='_blank'>Rice</a><br /></div><div style=''><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=f64fbb5ac501469a8ae13543af55632b' rel='nofollow ugc' target='_blank'>Sorghum</a><br /></div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=a2220563c2e04b99bbe600b0d192ac60' rel='nofollow ugc' target='_blank'>Sweet Potato and Yam</a><br /></div><div style='margin:0px; padding:0px;'><a href='https://www.arcgis.com/home/item.html?id=db028cfc90a342d7b2f16ac7a9ad779b' rel='nofollow ugc' target='_blank'>Wheat</a></div></div><div style=''><br /></div><div style=''>Data for important agricultural crops in South America are available <a href='https://www.arcgis.com/home/search.html?q=esri_landscape%20south%20america%20crop&amp;t=content' rel='nofollow ugc' target='_blank'>here</a>.</div><div style=''><br /></div><div style=''><br /></div><div style=''><div style='margin:0px; padding:0px;'><font size='4'>What can you do with this layer?</font></div><div style='margin:0px; padding:0px;'><font size='4'><br /></font></div><div style='margin:0px; padding:0px;'><div style=''>This layer is suitable for both visualization and analysis. It can be used in ArcGIS Online in web maps and applications and can be used in ArcGIS Desktop.</div><div style=''><br /><div style='margin:0px; padding:0px;'>This layer has <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#//00sp00000007000000' rel='nofollow ugc' target='_blank'>query</a>, <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#//00s500000010000000' rel='nofollow ugc' target='_blank'>identify</a>, and <a href='https://resources.arcgis.com/en/help/main/10.2/index.html#/Downloading_data_from_an_image_service/00sp00000016000000/' rel='nofollow ugc' target='_blank'>export</a> image services available. This layer is restricted to a maximum area of 24,000 x 24,000 pixels <span style=''>which allows access to the full dataset.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>The source data for this layer are available <a href='https://mapspam.info/data/' rel='nofollow ugc' target='_blank'>here</a><span style='background-color:rgb(255, 255, 255);'>.</span></div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'><div style='margin:0px; padding:0px;'>This layer is part of a larger collection of <a href='https://www.arcgis.com/home/group.html?id=38f9a41bdea24e9b9d913cedbfc9216b#overview' rel='nofollow ugc' target='_blank'>landscape layers</a> that you can use to perform a wide variety of mapping and analysis tasks.</div><div style='margin:0px; padding:0px;'><br /></div><div style='margin:0px; padding:0px;'>The <a href='https://livingatlas.arcgis.com' rel='nofollow ugc' target='_blank'>Living Atlas of the World</a> provides an easy way to explore the landscape layers and many other beautiful and authoritative maps on hundreds of topics.</div></div><div style='margin:0px; padding:0px;'><br /></div></div></div></div>",
			"keyword": [
				"Landscape",
				"landscape5",
				"esri_landscape",
				"retiring-2026-12"
			],
			"issued": "2014-11-18T21:38:01.000Z",
			"modified": "2019-12-18T17:05:43.000Z",
			"publisher": {
				"name": "Esri"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "esri_landscape2",
				"hasEmail": "{{orgContactEmail}}"
			},
			"accessLevel": "public",
			"spatial": "-20.0000,-39.0000,55.0000,40.0000",
			"license": "<p><img src='https://downloads.esri.com/blogs/arcgisonline/esrilogo_new.png' />This work is licensed under the Esri Master License Agreement.</p><div><a target='_blank' href='https://goto.arcgis.com/termsofuse/viewsummary' rel='nofollow ugc noopener noreferrer'>View Summary</a> | <a target='_blank' href='https://goto.arcgis.com/termsofuse/viewtermsofuse' rel='nofollow ugc noopener noreferrer'>View Terms of Use</a><br />&nbsp;</div><div><span style='color:#dc143c;'>Important Note:</span> This item requires an ArcGIS Online organizational subscription or an ArcGIS Developer account and does not consume credits. To access this item, you'll need to do one of the following:</div><div><ul><li>Sign in with an account that is a member of an organizational subscription</li><li>Sign in with a developer account</li><li><a target='_blank' href='https://goto.arcgis.com/termsofuse/registeranapplication' rel='nofollow ugc noopener noreferrer'>Register an application</a> and use your application's credentials.</li></ul><p>If you don't have an account, you can sign up for a <a target='_blank' href='https://goto.arcgis.com/features/trial' rel='nofollow ugc noopener noreferrer'>free trial of ArcGIS</a> or a <a target='_blank' href='https://goto.arcgis.com/developers/signup' rel='nofollow ugc noopener noreferrer'>free ArcGIS Developer account</a>.<br />&nbsp;</p></div>",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://ecowas.africageoportal.com/datasets/esri::africa-crop-cassava-harvested-area"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://landscape5.arcgis.com/arcgis/rest/services/Africa_Crop_Cassava/ImageServer"
				}
			],
			"theme": [
				"geospatial"
			]
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=e361cfc2feab4a47bf9e5513afd07e23",
			"landingPage": "https://ecowas.africageoportal.com/apps/africageoportal::ecowas-map-studio-1",
			"title": "ECOWAS Map Studio",
			"description": "{{description}}",
			"keyword": [
				"ECOWAS"
			],
			"issued": "2020-10-02T14:49:03.000Z",
			"modified": "2020-10-02T14:49:14.000Z",
			"publisher": {
				"name": "Africa GeoPortal"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "astauffer_africageoportal",
				"hasEmail": "mailto: africageoportal@esri.com"
			},
			"accessLevel": "public",
			"spatial": "",
			"license": "",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://ecowas.africageoportal.com/apps/africageoportal::ecowas-map-studio-1"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://africageoportal.maps.arcgis.com/home/webmap/viewer.html?webmap=5a9271603b514818a2dd362c76c722a7&embedded=1&locale=en-us&hide=share,directions"
				}
			],
			"theme": ""
		},
		{
			"@type": "dcat:Dataset",
			"identifier": "https://www.arcgis.com/home/item.html?id=cdfa8ea16d8f42399528f6aee271e666",
			"landingPage": "https://ecowas.africageoportal.com/apps/africageoportal::geoglows-ecmwf-ecowas-app-place-holder",
			"title": "GEOGloWS ECMWF - ECOWAS - APP PLACE HOLDER",
			"description": "",
			"keyword": [
				"ECOWAS"
			],
			"issued": "2020-10-02T13:28:36.000Z",
			"modified": "2020-10-02T13:35:25.000Z",
			"publisher": {
				"name": "Africa GeoPortal"
			},
			"contactPoint": {
				"@type": "vcard:Contact",
				"fn": "astauffer_africageoportal",
				"hasEmail": "mailto: africageoportal@esri.com"
			},
			"accessLevel": "public",
			"spatial": "",
			"license": "",
			"distribution": [
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS Hub Dataset",
					"format": "Web Page",
					"mediaType": "text/html",
					"accessURL": "https://ecowas.africageoportal.com/apps/africageoportal::geoglows-ecmwf-ecowas-app-place-holder"
				},
				{
					"@type": "dcat:Distribution",
					"title": "ArcGIS GeoService",
					"format": "ArcGIS GeoServices REST API",
					"mediaType": "application/json",
					"accessURL": "https://africageoportal.maps.arcgis.com/apps/instant/media/index.html?appid=cdfa8ea16d8f42399528f6aee271e666"
				}
			],
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