Dataset for analysing drought displacement in Somalia (2016 - 2021)

<p>1. SUMMARY</p> <p>This database contains harmonized time series for the study of Climate induced migration in Africa. We collected information between 2016-01-04 and 2022&ndash;10&ndash;31 at a district level in spatial resolution and weekly level in temporal level. The variables and the corresponding sources are summarized&nbsp;in the following tables.</p> <p><strong>Climate and vegetation related variables</strong></p> <table> <tbody> <tr> <td> <p>Variable name</p> </td> <td> <p>Source</p> </td> </tr> <tr> <td> <p>mean precipitation</p> </td> <td> <p>CHIRPS (https://www.chc.ucsb.edu/data/chirps dataset)</p> </td> </tr> <tr> <td> <p>maximum land surface temperature</p> </td> <td> <p>MODIS</p> <p>(<a href="https://modis.gsfc.nasa.gov/data/dataprod/mod11.php">https://modis.gsfc.nasa.gov/data/dataprod/mod11.php</a> )</p> </td> </tr> <tr> <td> <p>mean of normalized difference vegetation index</p> </td> <td> <p>MODIS</p> <p>(<a href="https://lpdaac.usgs.gov/products/mod09gav006/">https://lpdaac.usgs.gov/products/mod09gav006/</a> )</p> </td> </tr> </tbody> </table> <p><strong>Fatality related variables</strong></p> <p>&nbsp;</p> <table> <tbody> <tr> <td> <p>Variable name</p> </td> <td> <p>Source</p> </td> </tr> <tr> <td> <p>interaction</p> </td> <td> <p>The Armed Conflict Location &amp; Event Data Project (<strong>ACLED</strong>)&nbsp; (<a href="https://acleddata.com/data-export-tool/">https://acleddata.com/data-export-tool/</a> )</p> </td> </tr> <tr> <td> <p>fatalities</p> </td> <td> <p>The Armed Conflict Location &amp; Event Data Project (<em>ACLED</em>)&nbsp; (<a href="https://acleddata.com/data-export-tool/">https://acleddata.com/data-export-tool/</a> )</p> </td> </tr> </tbody> </table> <p>&nbsp; </p><p><strong>Social economic variables</strong></p> <p></p> <table> <tbody> <tr> <td> <p>Variable name</p> </td> <td> <p>Source</p> </td> </tr> <tr> <td> <p>white sorghum price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>wheat flour price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>cowpeas price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>sugar price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>tea leaves price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>salt price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>sesame oil price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>vegetable oil price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>goat price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>cattle price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>camel price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>camel milk price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>charcoal price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>diesel price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>red sorghum price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>water drum price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>labor rate</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>SomaliShillingToUSD</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>SomalilandShToUSD</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>water jerry price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>transport cost</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>labor rate agricultural</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>labor rate non-agricultural</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>number of people receiving remittance</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>number of people receiving credit</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>white maize price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>imported rice price</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> <tr> <td> <p>CPIAUSCL (The Consumer Price Index for All Urban Consumers)</p> </td> <td> <p><em>Food Security and Nutrition Analysis Unit</em>&nbsp;- Somalia (<em><strong>FSNAU</strong></em>) (<a href="https://fsnau.org/sectors/markets">https://fsnau.org/sectors/markets</a> )</p> </td> </tr> </tbody> </table> <p><strong>Internal displacement person (IDP)</strong></p> <table> <tbody> <tr> <td> <p>Variable name</p> </td> <td> <p>Source</p> </td> </tr> <tr> <td> <p>IDP Drought</p> </td> <td> <p>UNHCR-PRMN (<a href="https://prmn-somalia.unhcr.org/">https://prmn-somalia.unhcr.org/</a> )&nbsp; (2017-2022)</p> <p>Population Movement Tracking (PMT) (<a href="https://www.unhcr.org/4a9501239.pdf">https://www.unhcr.org/4a9501239.pdf</a> ) (2010-2016)</p> </td> </tr> <tr> <td> <p>IDP conflict</p> </td> <td> <p>UNHCR-PRMN (<a href="https://prmn-somalia.unhcr.org/">https://prmn-somalia.unhcr.org/</a> )&nbsp; (2017-2022)</p> <p>Population Movement Tracking (PMT) (<a href="https://www.unhcr.org/4a9501239.pdf">https://www.unhcr.org/4a9501239.pdf</a> ) (2010-2016)</p> </td> </tr> </tbody> </table> <p>2. CONTACT</p> <p>For questions, please email Jose Maria T&aacute;rraga at&nbsp;Jose.Maria.Tarraga@uv.es</p> <p>3. DATABASE</p> <p>We provided a CSV file containing the time series of the variables described above. Furthermore, additional information for spatial and temporal identification such as a district identifier and a date are included.</p>