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<!DOCTYPE html>
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<title>South Sudan Biodiversity Data</title>
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<h1>External Resources</h1>
<p>Datasets, analyses and methods that provided project guidance</p>
</div>
<table class="table table-striped">
<thead>
<tr>
<th>id</th>
<th>Title</th>
<th>Description</th>
<th>Tags</th>
<th></th>
</tr>
</thead>
<tbody>
<tr>
<td>1</td>
<td>Africover Datasets for Sudan</td>
<td>Dated - 10-20 years old</td>
<td>ssudan, lulc</td>
<td><a href="https://api.viglink.com/api/click?format=go&jsonp=vglnk_jsonp_139113779293223&key=bc677e6e3f099d98d6e6d8e7968b7d28&loc=https%3A%2F%2Fdelicious.com%2Fvtcraghead%2Fssudan&v=1&libId=f3c293a3-4826-4758-baad-ceb0b26e6bf2&out=http%3A%2F%2Fwww.fao.org%2Fgeonetwork%2Fsrv%2Fen%2Fmain.search%3Ftitle%3Dafricover%2520landcover%2520sudan&title=%40vtcraghead%20%E2%80%93%20Delicious&txt=Africover%20Datasets%20for%20Sudan">Go to Source</a></td>
</tr>
<tr>
<td>2</td>
<td>South Sudan LULC Statistics</td>
<td>A general research guide</td>
<td>ssudan, lulc</td>
<td><a href="https://api.viglink.com/api/click?format=go&jsonp=vglnk_jsonp_139113775423220&key=bc677e6e3f099d98d6e6d8e7968b7d28&loc=https%3A%2F%2Fdelicious.com%2Fvtcraghead%2Fssudan&v=1&libId=f3c293a3-4826-4758-baad-ceb0b26e6bf2&out=http%3A%2F%2Fwww.glcn.org%2Factivities%2Fimg%2Fssud_lc_stats_agg.jpg&title=%40vtcraghead%20%E2%80%93%20Delicious&txt=South%20Sudan%20LULC%20Statistics">Go to Source</a></td>
</tr>
<tr>
<td>3</td>
<td>National LULC Map, GLCN/Africover</td>
<td>National map of LULC by GLCN</td>
<td>ssudan, lulc</td>
<td><a href="https://api.viglink.com/api/click?format=go&jsonp=vglnk_jsonp_139113772618118&key=bc677e6e3f099d98d6e6d8e7968b7d28&loc=https%3A%2F%2Fdelicious.com%2Fvtcraghead%2Fssudan&v=1&libId=f3c293a3-4826-4758-baad-ceb0b26e6bf2&out=http%3A%2F%2Fwww.glcn.org%2Fdowns%2Fprj%2Fssud%2Fssud_lc_poster.pdf&title=%40vtcraghead%20%E2%80%93%20Delicious&txt=National%20LULC%20Map%2C%20GLCN%2FAfricover">Go to Source</a></td>
</tr>
<tr>
<td>4</td>
<td>GLCN/Africover Upper Nile state LULC map</td>
<td>example of state-level lulc map from GLCN</td>
<td>ssudan, lulc</td>
<td><a href="https://api.viglink.com/api/click?format=go&jsonp=vglnk_jsonp_139113767787014&key=bc677e6e3f099d98d6e6d8e7968b7d28&loc=https%3A%2F%2Fdelicious.com%2Fvtcraghead%2Fssudan&v=1&libId=f3c293a3-4826-4758-baad-ceb0b26e6bf2&out=http%3A%2F%2Fwww.glcn.org%2Fdowns%2Fprj%2Fssud%2Fssud_lc_uppernile.pdf&title=%40vtcraghead%20%E2%80%93%20Delicious&txt=GLCN%2FAfricover%20Upper%20Nile%20state%20LULC%20map">Go to Source</a></td>
</tr>
<tr>
<td>5</td>
<td>GLCN: software</td>
<td>Software for comparing across classification schemes, built for GLCN and africover</td>
<td>ssudan, lulc</td>
<td><a href="https://api.viglink.com/api/click?format=go&jsonp=vglnk_jsonp_139113764900711&key=bc677e6e3f099d98d6e6d8e7968b7d28&loc=https%3A%2F%2Fdelicious.com%2Fvtcraghead%2Fssudan&v=1&libId=f3c293a3-4826-4758-baad-ceb0b26e6bf2&out=http%3A%2F%2Fwww.glcn.org%2Fsof_1_en.jsp&title=%40vtcraghead%20%E2%80%93%20Delicious&txt=GLCN%3A%20software">Go to Source</a></td>
</tr>
<tr>
<td>6</td>
<td>GLCN: activities</td>
<td>Overview of Land Cover assessment by GOSS funded by EU, hosted by FAO's GLCN</td>
<td>ssudan, lulc</td>
<td><a href="https://api.viglink.com/api/click?format=go&jsonp=vglnk_jsonp_13911375617088&key=bc677e6e3f099d98d6e6d8e7968b7d28&loc=https%3A%2F%2Fdelicious.com%2Fvtcraghead%2Fssudan&v=1&libId=f3c293a3-4826-4758-baad-ceb0b26e6bf2&out=http%3A%2F%2Fwww.glcn.org%2Factivities%2Fssud_lc_en.jsp&title=%40vtcraghead%20%E2%80%93%20Delicious&txt=GLCN%3A%20activities">Go to Source</a></td>
</tr>
<tr>
<td>7</td>
<td>SAML Sudan LULC</td>
<td>Created in 2003, TM data from 1994-1999</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/1ebrBYm">Go to Source</a></td>
</tr>
<tr>
<td>8</td>
<td>Geosprocket Forest Cover Example, South Sudan</td>
<td>Basic example using EarthEngine tile endpoint</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/1fmj5Uq">Go to Source</a></td>
</tr>
<tr>
<td>9</td>
<td>Geospatial Data for Sudan UNITAR-UNOSAT</td>
<td>Repo for ancillary data, infrastructure, etc. Some dead links.</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/1fmj9DJ">Go to Source</a></td>
</tr>
<tr>
<td>10</td>
<td>USAID Welcomes the Crowd to Use Geo-Mapping Tools for Open Source Development - USAID Impact</td>
<td>Press re: USAID encouraging OSM use in dev</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/1fgeukX">Go to Source</a></td>
</tr>
<tr>
<td>11</td>
<td>South Sudan - ReliefWeb - Environmental Resources</td>
<td>Various resources including forest data, directed here by Lars Bromley of UNITAR</td>
<td>ssudan, lulc, geodata</td>
<td><a href="http://ift.tt/1nterZ4">Go to Source</a></td>
</tr>
<tr>
<td>12</td>
<td>Search - COD-FOD Registry</td>
<td>Ancillary Data, directed here by Lars Bromley of UNITAR, since their previous repository is down</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/1nteu7m">Go to Source</a></td>
</tr>
<tr>
<td>13</td>
<td>Home - Satellite Sentinel Project</td>
<td>Humanitarian, high-res mapping; may not be applicable for LULC</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/fBAzTK">Go to Source</a></td>
</tr>
<tr>
<td>14</td>
<td>A Gentle Introduction to Random Forests, Ensembles, and Performance Metrics in a Commercial System - The Desktop Marketing Blog</td>
<td>Classification algorithm for imagery</td>
<td>ssudan, lulc, classification</td>
<td><a href="http://ift.tt/1bEKInw">Go to Source</a></td>
</tr>
<tr>
<td>15</td>
<td>CRAN - Package randomForest</td>
<td>Classification algorithm for imagery</td>
<td>ssudan, lulc, classification</td>
<td><a href="http://ift.tt/1bEKP2y">Go to Source</a></td>
</tr>
<tr>
<td>16</td>
<td>Random Forest in Python</td>
<td>Worth digging into if R doesn't work</td>
<td>ssudan, lulc, classification</td>
<td><a href="http://ift.tt/1bEKRre">Go to Source</a></td>
</tr>
<tr>
<td>17</td>
<td>Home - Open Data for South Sudan</td>
<td>A South Sudan open data portal, up and running - built by the African Development Bank</td>
<td>ssudan, opendata</td>
<td><a href="http://ift.tt/12oUCX1">Go to Source</a></td>
</tr>
<tr>
<td>18</td>
<td>NBS - Geographical Information System Unit</td>
<td>GOSS GIS unit, data requires MOU</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/1bbRpOd">Go to Source</a></td>
</tr>
<tr>
<td>19</td>
<td>Landsat 8 Download script</td>
<td>Script for bulk Landsat 8 download</td>
<td>ssudan, classification, lulc</td>
<td><a href="http://ift.tt/1frXzhN">Go to Source</a></td>
</tr>
<tr>
<td>20</td>
<td>The Powerful 'Open Data for Africa' Platform Fully Rolled Out</td>
<td>overview, info superhighway</td>
<td>ssudan, opendata</td>
<td><a href="http://goo.gl/mag/SoI5zbl">Go to Source</a></td>
</tr>
<tr>
<td>21</td>
<td>CBD - South Sudan</td>
<td>South Sudan is a recently recognized country. Information on its CBD status is not yet available.</td>
<td>ssudan, biodiversity</td>
<td><a href="http://ift.tt/1jV8FiJ">Go to Source</a></td>
</tr>
<tr>
<td>22</td>
<td>TROPICAL FORESTRY AND BIODIVERSITY (FAA 118 AND 119) ANALYSES:</td>
<td>Read this before pulling imagery.</td>
<td>ssudan, lulc, biodiversity</td>
<td><a href="http://ift.tt/1efkhLn">Go to Source</a></td>
</tr>
<tr>
<td>23</td>
<td>USAID - Best Practices for Biodiversity and Tropical Forest Assessments</td>
<td>USAID guidelines for assessments</td>
<td>ssudan, biodiversity</td>
<td><a href="http://ift.tt/1efkii9">Go to Source</a></td>
</tr>
<tr>
<td>24</td>
<td>Tropical Forestry and Biodiversity Assessment</td>
<td>Cadmus Scope of work w/ USAID - umbrella project</td>
<td>ssudan</td>
<td><a href="http://ift.tt/1fGM3Ny">Go to Source</a></td>
</tr>
<tr>
<td>25</td>
<td>Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981–2003</td>
<td>Compton J. Tucker leads. Imagery ends 2003</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/1efkiPg">Go to Source</a></td>
</tr>
<tr>
<td>26</td>
<td>USAID Southern Sudan Environmental Threats & Opportunities Assessment</td>
<td>Dated 2007, but refers to GOSS. Worth checking w/ authors for update. Comprehensive resource details. Note fig 7-8</td>
<td>ssudan, biodiversity</td>
<td><a href="http://ift.tt/1efkiPm">Go to Source</a></td>
</tr>
<tr>
<td>27</td>
<td>Welcome to African Forest Forum - African Forest Forum</td>
<td>Needs a closer look</td>
<td>ssudan, biodiversity</td>
<td><a href="http://ift.tt/1cFh1Hb">Go to Source</a></td>
</tr>
<tr>
<td>28</td>
<td>High-Resolution Global Maps of 21st-Century Forest Cover Change</td>
<td>Get source data - beyond tiles</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/1duLtlr">Go to Source</a></td>
</tr>
<tr>
<td>29</td>
<td>Bolivia Country Analysis of Tropical Forests and Biological Diversity</td>
<td>Good example of country assessment</td>
<td>ssudan, lulc, biodiversity</td>
<td><a href="http://ift.tt/1jVfUHr">Go to Source</a></td>
</tr>
<tr>
<td>30</td>
<td>Integrated assessment of the environmental impact of an IDP camp in Sudan based on very high resolution multi-temporal satellite imagery</td>
<td>Weighted Natural Resource Depletion index, impact around a camp, high-res w/ OBIA</td>
<td>ssudan, lulc, academic</td>
<td><a href="http://ift.tt/1ih8H0Q">Go to Source</a></td>
</tr>
<tr>
<td>31</td>
<td>Analysis of the Impacts of armed conflict on the Eastern Afromontane forest region on the South Sudan — Uganda border using multitemporal Landsat imagery</td>
<td>Change detection based on human migration, "disturbance index", interested in continued monitoring</td>
<td>ssudan, lulc, academic</td>
<td><a href="http://ift.tt/1ih8HOp">Go to Source</a></td>
</tr>
<tr>
<td>32</td>
<td>Human dimensions of land use and land cover change related to civil unrest in the Imatong Mountains of South Sudan</td>
<td>Landsat imagery and interviews</td>
<td>ssudan, biodiversity, lulc, academic</td>
<td><a href="http://ift.tt/1ih8Ilp">Go to Source</a></td>
</tr>
<tr>
<td>33</td>
<td>HOTOSM Wiki: Africover/DEPHA - OpenStreetMap Wiki</td>
<td>HOTOSM Africover use</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/1nQXwjo">Go to Source</a></td>
</tr>
<tr>
<td>34</td>
<td>GeoNetwork - The portal to spatial data and information</td>
<td>FAO source metadata, coarse resolution</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/MZPfMe">Go to Source</a></td>
</tr>
<tr>
<td>35</td>
<td>Anthropogenic pressure in East Africa—Monitoring 20 years of land cover changes by means of medium resolution satellite data</td>
<td>20-year study w/ Landsat & DMC Deimos, observed increase in yearly deforestation rate.</td>
<td>ssudan, lulc, academic</td>
<td><a href="http://ift.tt/LwUL7r">Go to Source</a></td>
</tr>
<tr>
<td>36</td>
<td>Sudan Seasonal Evaluation Report</td>
<td>Page 10 shows growing season dynamics</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/1bpx4oK">Go to Source</a></td>
</tr>
<tr>
<td>37</td>
<td>GeoSprocket/ssudan-eco</td>
<td>Repository for collected data that will fit under 100MB</td>
<td>ssudan, geodata, lulc</td>
<td><a href="http://ift.tt/1jg7QkD">Go to Source</a></td>
</tr>
<tr>
<td>38</td>
<td>Group on Earth Observations Operations Report</td>
<td>Contact info for GOSS GIS team</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/N4bMYd">Go to Source</a></td>
</tr>
<tr>
<td>39</td>
<td>IUCN Elephant report 2007</td>
<td>elephant habitat maps, coarse PDF, needs extraction</td>
<td>ssudan, biodiversity, elephants</td>
<td><a href="http://ift.tt/1brUUA2">Go to Source</a></td>
</tr>
<tr>
<td>40</td>
<td>Elephant Database - IUCN</td>
<td>IUCN mapping tool for elephant range</td>
<td>ssudan, biodiversity, geodata</td>
<td><a href="http://ift.tt/1bwFZru">Go to Source</a></td>
</tr>
<tr>
<td>41</td>
<td>Elephants In Peril</td>
<td>Resource includes mapping of poaching and populations, not sure about veracity</td>
<td>ssudan, biodiversity, geodata</td>
<td><a href="http://ift.tt/TRVbr1">Go to Source</a></td>
</tr>
<tr>
<td>42</td>
<td>Orphan Elephants - Map: Saving Orphans - Pictures, More From National Geographic Magazine</td>
<td>NatGeo example from Kenya of elephant habitat map</td>
<td>ssudan, geodata, biodiversity</td>
<td><a href="http://ift.tt/1kWPoeS">Go to Source</a></td>
</tr>
<tr>
<td>43</td>
<td>Limits to detectability of land degradation by trend analysis of vegetation index data</td>
<td>NDVI doesn't work for desertification detection!</td>
<td>ssudan, lulc, academic</td>
<td><a href="http://ift.tt/1l0S2Aj">Go to Source</a></td>
</tr>
<tr>
<td>44</td>
<td>Using remote sensing technology to detect, model and map desertification: A review</td>
<td>Methods overview</td>
<td>ssudan, lulc, academic</td>
<td><a href="http://ift.tt/1ixo9Gf">Go to Source</a></td>
</tr>
<tr>
<td>45</td>
<td>ŷhat - Random Forests in Python</td>
<td>Python methods for Random Forest</td>
<td>ssudan, lulc, classification</td>
<td><a href="http://ift.tt/12298XX">Go to Source</a></td>
</tr>
<tr>
<td>46</td>
<td>Oil Map</td>
<td>KML of Oil Concessions in Sudan</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/1bAMRnG">Go to Source</a></td>
</tr>
<tr>
<td>47</td>
<td>USGS Energy Resources Program -- EnVision</td>
<td>Flash-based map of African surficial geology</td>
<td>ssudan, geodata, geology</td>
<td><a href="http://ift.tt/1b93yJ9">Go to Source</a></td>
</tr>
<tr>
<td>48</td>
<td>GEM - Global Environment Monitoring</td>
<td>travel time to major cities - prob. a fine proxy for access.</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/1bJtHJb">Go to Source</a></td>
</tr>
<tr>
<td>49</td>
<td>Global Forest Change</td>
<td>Hansen et al. forest cover change, available for download!</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/MTk44z">Go to Source</a></td>
</tr>
<tr>
<td>50</td>
<td>FAO data - mapset-data-filter - Crop harvested area, yield and production</td>
<td>Ag Data, mostly at coarse resolution</td>
<td>ssudan, geodata</td>
<td><a href="http://ift.tt/1eRmxTd">Go to Source</a></td>
</tr>
<tr>
<td>51</td>
<td>Community Forestry in South Sudan - Study</td>
<td>Extremely useful w/ LULC-tagged photos</td>
<td>ssudan, lulc</td>
<td><a href="http://ift.tt/1jrCtkG">Go to Source</a></td>
</tr>
<tr>
<td>52</td>
<td>Sudan: Post-conflict Environmental Assessment - Google Books</td>
<td>UNEP report, includes protected areas</td>
<td>ssudan</td>
<td><a href="http://ift.tt/1hfc3BI">Go to Source</a></td>
</tr>
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