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			"dct:issued": "2025-06-03T10:18:51.000Z",
			"dct:modified": "2026-10-26T05:23:39.000Z",
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						"@id": "https://iwmi.africageoportal.com/pages/africageoportal::africa-water-balance"
					},
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					"dct:description": "Web Page",
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		{
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			"@id": "https://iwmi.africageoportal.com/datasets/esri::world-surface-water",
			"dct:title": "World Surface Water",
			"dct:description": "<div>Water bodies are a key element in the landscape. This layer provides a global map of large water bodies for use in <span style='line-height: 1.38461538461538;'>landscape-scale analysis.</span></div><div><span style='line-height: 1.38461538461538;'><br /></span></div><div><font size='4'>Dataset Summary</font></div><div><br /></div><div>This layer provides access to a 250m cell-sized raster of surface water created by extracting pixels coded as water in the <a href='https://www.arcgis.com/home/item.html?id=53c82af69cae4c1f99902c0e0d456bf8' rel='nofollow ugc' target='_blank'>Global Lithological Map</a> and the <a href='https://www.arcgis.com/home/item.html?id=77864b7ae87a49e7984998e63d768c77' rel='nofollow ugc' target='_blank'>Global Landcover Map</a><span style='background-color: rgb(255, 255, 255);'>. The layer was created by Esri in 2014.</span></div><p><font size='4'>What can you do with this layer?</font></p><p><span style='line-height: 1.38461538461538;'>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.</span><br /></p><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 16,000 x 16,000 pixels - an area 4,000 kilometers on a side or an area approximately the size of Europe. </div><div style='margin: 0px; padding: 0px;'><br /></div><div style='margin: 0px; padding: 0px;'><div style='margin: 0px; padding: 0px;'><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?owner=esri&amp;title=Landscape%20Layers&amp;start=131&amp;q=' 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://doc.arcgis.com/en/living-atlas/#s=0&amp;n=0&amp;d=1&amp;col=&amp;fs=0&amp;fn=30&amp;npp=120&amp;subCat=0' 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 style='margin: 0px; padding: 0px;'><br /></div><div style='margin: 0px; padding: 0px;'><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 see the <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 style='margin: 0px; padding: 0px;'><br /></div><div style='margin: 0px; padding: 0px;'>The <a href='https://goto.arcgisonline.com/arcgis/Ecological_Land_Units/RolloutBlog ' rel='nofollow ugc' target='_blank'>Esri Insider Blog</a> provides an introduction to the Ecophysiographic Mapping project.</div></div></div></div></div></div>",
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			"dct:issued": "2014-12-03T19:05:34.000Z",
			"dct:modified": "2020-08-27T00:01:21.000Z",
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					"dct:description": "Web Page",
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		{
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			"@id": "https://iwmi.africageoportal.com/maps/esri::monthly-evapotranspiration",
			"dct:title": "Monthly Evapotranspiration",
			"dct:description": "<div><div>Most of us understand the hydrologic cycle in terms of the visible paths that water can take such as rainstorms, rivers, waterfalls and lakes. However, an even larger volume of water flows through the air all around us in two invisible paths:&nbsp;evaporation&nbsp;and&nbsp;transpiration. These two paths&nbsp;together are referred to as evapotranpsiration (ET),&nbsp;and&nbsp;claim 61% of all terrestrial precipitation. Solar radiation, air temperature, wind speed, soil moisture, and land cover all affect the rate of evapotranspiration, which is a major driver of the global water cycle, and&nbsp;key component of most catchments' water budget. This map contains a historical record showing the volume of water lost to evapotranspiration during each month from March 2000 to the present (NASA sometimes has a lag of several months in generating the data).&nbsp;</div><div>&nbsp;</div><div><span style='font-size:large;'>Dataset Summary</span></div><div>The GLDAS Evapotranspiration layer is a time-enabled image service that shows total actual evapotranspiration monthly from 2000 to the present, measured in&nbsp;millimeters&nbsp;of water loss. It is calculated by NASA using the&nbsp;Noah&nbsp;land surface model, run at 0.25 degree spatial resolution using&nbsp;satellite&nbsp;and ground-based observational data&nbsp;from the&nbsp;Global Land Data Assimilation System&nbsp;(GLDAS-1). The model is run with 3-hourly time steps and aggregated into monthly averages.&nbsp;</div><div>&nbsp;</div><div><p><span style='font-size:large;'>What can you do with this layer?</span><br />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 for Desktop. It is&nbsp;useful for scientific modeling, but only at global scales.&nbsp;</p><p><span style='color:#8b0000;'><strong>Time</strong></span>:&nbsp;This is a time-enabled layer. It shows the total evaporative loss during the map's time extent, or if time animation is disabled, a time range can be set using the layer's multidimensional settings. The map shows the sum of all months in the time extent. Minimum temporal resolution is one month; maximum is one year.<br />&nbsp;</p><p><span style='color:#8b0000;'><font style='background-color:rgb(255, 255, 255);'><strong>Important</strong></font></span>:&nbsp;You must switch from the cartographic renderer to the analytic renderer in the&nbsp;processing template tab in the layer properties window&nbsp;before using this layer as an input to geoprocessing tools.<br />&nbsp;</p><div style='margin:0px; padding:0px;'>&nbsp;</div><div style='margin:0px; padding:0px;'><div style='margin:0px; padding:0px;'><div style='margin:0px; padding:0px;'><div>&nbsp;</div></div></div></div></div></div>",
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			"dct:issued": "2014-06-27T03:25:31.000Z",
			"dct:modified": "2026-06-30T14:29:26.000Z",
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		{
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			"@id": "https://iwmi.africageoportal.com/maps/esri::monthly-runoff",
			"dct:title": "Monthly Runoff",
			"dct:description": "<div>When precipitation falls on the surface of the Earth, much of it is captured in storage (e.g. lakes,&nbsp;aquifers, soil moisture,&nbsp;snowpack, and vegetation).&nbsp;Precipitation that exceeds the storage capacity of the landscape becomes runoff, which flows into river systems. Overland flow is the most visible form of runoff, causing erosion and flash floods, but&nbsp;subsurface flow is the larger contributor in many watersheds. Subsurface flow can emerge on the surface through springs, or more commonly, seep into rivers and lakes through their banks.&nbsp;</div><div>&nbsp;</div><div>In urban areas, impervious land cover drastically increases the amount of surface runoff generated, which sweeps trash and urban debris into waterways and increases the likelihood and severity of flash floods.&nbsp;In agricultural areas, surface or subsurface runoff can carry excess salts and nutrients, especially nitrogen and phosphorus.&nbsp;This map contains a historical record showing the amount of runoff generated each month from March 2000 to present. It is reported in&nbsp;millimeters, so multiply by a surface area to calculate the total volume of runoff.</div><div>&nbsp;</div><div><span style='font-size:large;'><span>Dataset Summary</span></span></div><div><span>The GLDAS Runoff layer is a time-enabled image service that shows average monthly runoff from 2000 to the present measured in&nbsp;</span>millimeters<span>. It is calculated by NASA using the&nbsp;</span>Noah&nbsp;land surface model<span>, run at 0.25 degree spatial resolution using&nbsp;satellite&nbsp;and ground-based observational data&nbsp;from the&nbsp;</span>Global Land Data Assimilation System<span>&nbsp;(GLDAS-1). The model is run with 3-hourly time steps and aggregated into monthly averages.&nbsp;</span></div><div><br />&nbsp;</div><div><p><span style='font-size:large;'>What can you do with this layer?</span><br />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.&nbsp;t is&nbsp;useful for scientific modeling, but only at global scales.</p><div style='margin:0px; padding:0px;'><span style='color:#8b0000;'><strong>Time</strong></span>:&nbsp;This is a time-enabled layer. It shows the total runoff generated during the map's time extent, or if time animation is disabled, a time range can be set using the layer's multidimensional filter. The map shows the sum of all months in the time extent. Minimum temporal resolution is one month; maximum is one year.</div><div style='margin:0px; padding:0px;'>&nbsp;</div><div style='margin:0px; padding:0px;'><span style='color:#8b0000;'><strong>Variables:</strong></span>&nbsp;This layer has two variables: surface flow and subsurface flow. By default the two are summed, but you can view either by itself using the multidimensional filter. You must disable time animation on the layer before using its multidimensional filter.</div><div style='margin:0px; padding:0px;'>&nbsp;</div><div style='margin:0px; padding:0px;'><span style='color:#8b0000;'><strong>Important:</strong></span><strong>&nbsp;</strong>You must switch from the cartographic renderer to the analytic renderer in the&nbsp;processing template tab in the layer properties window&nbsp;before using this layer as an input to geoprocessing tools.</div><div style='color:rgb(77, 77, 77); margin:0px; padding:0px;'>&nbsp;</div><div style='margin:0px; padding:0px;'>&nbsp;</div></div>",
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			"dct:issued": "2015-06-24T01:02:39.000Z",
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					},
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					},
					"dct:description": "Web Page",
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		{
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			"@id": "https://iwmi.africageoportal.com/maps/esri::monthly-precipitation",
			"dct:title": "Monthly Precipitation",
			"dct:description": "<div>Precipitation is water released from clouds in the form of rain, sleet, snow, or hail. It is the primary source of recharge to the planet's fresh water supplies. This map contains a historical record showing the volume of precipitation that fell during each month from March 2000 to the present. Snow and hail are reported in terms of snow water equivalent - the amount of water that will be produced when they melt.</div><div><span style='font-size:small;'>&nbsp;</span></div><div><span style='font-size:large;'><span>Dataset Summary</span></span></div><div><span>The GLDAS Precipitation layer is a time-enabled image service that shows average monthly precipitation from 2000 to the present, measured in&nbsp;</span>millimeters<span>. It is calculated by NASA using the&nbsp;</span>Noah&nbsp;land surface model<span>, run at 0.25 degree spatial resolution using&nbsp;satellite&nbsp;and ground-based observational data&nbsp;from the&nbsp;</span>Global Land Data Assimilation System<span>&nbsp;(GLDAS-1). The model is run with 3-hourly time steps and aggregated into monthly averages.&nbsp;</span></div><div><br />&nbsp;</div><div><p><span style='font-size:large;'>What can you do with this layer?</span><br />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 for Desktop. It is&nbsp;useful for scientific modeling, but only at global scales.</p><p><span style='color:#8b0000;'><strong>Time:&nbsp;</strong></span>This is a time-enabled layer. It shows the total evaporative loss during the map's time extent, or if time animation is disabled, a time range can be set using the layer's multidimensional settings. The map shows the sum of all months in the time extent. Minimum temporal resolution is one month; maximum is one year.</p><p><span style='color:#8b0000;'><strong>Variables:&nbsp;</strong></span>This layer has two variables: rainfall and snowfall. By default the two are summed, but you can view either by itself using the multidimensional filter. You must disable time animation on the layer before using its multidimensional filter.</p><p><span style='color:#8b0000;'><strong>Important:&nbsp;</strong></span>You must switch from the cartographic renderer to the analytic renderer in the&nbsp;processing template tab in the layer properties window&nbsp;before using this layer as an input to geoprocessing tools.</p><div style='margin:0px; padding:0px;'>&nbsp;</div></div>",
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			"dct:issued": "2015-06-24T00:55:17.000Z",
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					"dct:description": "Web Page",
					"dct:title": "ArcGIS Hub Dataset"
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		},
		{
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