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1. A multi-year crop field boundary labels for Africa [[link](https://zenodo.org/records/11060871)]
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1. Indiana Statewide Digital Aerial Imagery Catalog [[link](https://registry.opendata.aws/in-imagery/)][[Tutorial](https://docs.google.com/document/d/1tVXt4MctYVsz5UJXhlU_FM6_uJt5zR2kPO7AiaHaFvY/edit?usp=sharing)]
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1. U.S. Census Bureau American Community Survey (ACS) Public Use Microdata Sample (PUMS) [[link](https://registry.opendata.aws/census-dataworld-pums/)]
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## Projects
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1. Understanding at risk crops in 2050 [[link](https://www.esri.com/arcgis-blog/products/arcgis-living-atlas/analytics/climate-change-threatens-the-worlds-olive-legacy-how-gis-can-help-understand-crops-at-risk-by-2050/)]
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1. World Bank’s Open Night Lights [[link](https://worldbank.github.io/OpenNightLights/welcome.html)]
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1. A GUIDEBOOK ON MAPPING POVERTY THROUGH DATA INTEGRATION AND ARTIFICIAL INTELLIGENCE[[link](https://www.adb.org/sites/default/files/publication/698091/guidebook-mapping-poverty-data-integration-ai.pdf)]
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1. A Guidebook on Mapping Poverty through Data Integration and Artificial Intelligence[[link](https://www.adb.org/sites/default/files/publication/698091/guidebook-mapping-poverty-data-integration-ai.pdf)]
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1. Cookiecutter Data Science [[link](https://drivendata.github.io/cookiecutter-data-science/)]
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1. Analyze NLCD annual time series [[link](https://www.usgs.gov/centers/eros/science/annual-national-land-cover-database)]
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1. Climate change threatens the world’s olive legacy: How GIS can help understand crops at risk by 2050 [[link](https://www.esri.com/arcgis-blog/products/arcgis-living-atlas/analytics/climate-change-threatens-the-worlds-olive-legacy-how-gis-can-help-understand-crops-at-risk-by-2050/)]
<li><p>U.S. Census Bureau American Community Survey (ACS) Public Use Microdata Sample (PUMS) [<aclass="reference external" href="https://registry.opendata.aws/census-dataworld-pums/">link</a>]</p></li>
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</ol>
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@@ -478,9 +480,10 @@ <h2>Projects<a class="headerlink" href="#projects" title="Permalink to this head
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<olclass="arabic simple">
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<li><p>Understanding at risk crops in 2050 [<aclass="reference external" href="https://www.esri.com/arcgis-blog/products/arcgis-living-atlas/analytics/climate-change-threatens-the-worlds-olive-legacy-how-gis-can-help-understand-crops-at-risk-by-2050/">link</a>]</p></li>
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<li><p>World Bank’s Open Night Lights [<aclass="reference external" href="https://worldbank.github.io/OpenNightLights/welcome.html">link</a>]</p></li>
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<li><p>A GUIDEBOOK ON MAPPING POVERTY THROUGH DATA INTEGRATION AND ARTIFICIAL INTELLIGENCE [<aclass="reference external" href="https://www.adb.org/sites/default/files/publication/698091/guidebook-mapping-poverty-data-integration-ai.pdf">link</a>]</p></li>
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<li><p>A Guidebook on Mapping Poverty through Data Integration and Artificial Intelligence [<aclass="reference external" href="https://www.adb.org/sites/default/files/publication/698091/guidebook-mapping-poverty-data-integration-ai.pdf">link</a>]</p></li>
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<li><p>Cookiecutter Data Science [<aclass="reference external" href="https://drivendata.github.io/cookiecutter-data-science/">link</a>]</p></li>
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<li><p>Analyze NLCD annual time series [<aclass="reference external" href="https://www.usgs.gov/centers/eros/science/annual-national-land-cover-database">link</a>]</p></li>
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<li><p>Climate change threatens the world’s olive legacy: How GIS can help understand crops at risk by 2050 [<aclass="reference external" href="https://www.esri.com/arcgis-blog/products/arcgis-living-atlas/analytics/climate-change-threatens-the-worlds-olive-legacy-how-gis-can-help-understand-crops-at-risk-by-2050/">link</a>]</p></li>
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