<?xml version='1.0' encoding='UTF-8'?><codeBook xmlns="ddi:codebook:2_5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:codebook:2_5 https://ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" version="2.5" xml:lang="en"><docDscr><citation><titlStmt><titl xml:lang="en">Marginality Hotspots and Poverty Head Count Ratio, Sub-Saharan Africa and South Asia, 2005-2010</titl><IDNo agency="DOI">doi:10.60507/FK2/E2XJOR</IDNo></titlStmt><distStmt><distrbtr source="archive">bonndata</distrbtr><distDate>2023-09-18</distDate></distStmt><verStmt source="archive"><version date="2023-09-18" type="RELEASED">1</version></verStmt><biblCit>Valerie Graw, 2023, "Marginality Hotspots and Poverty Head Count Ratio, Sub-Saharan Africa and South Asia, 2005-2010", https://doi.org/10.60507/FK2/E2XJOR, bonndata, V1</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl xml:lang="en">Marginality Hotspots and Poverty Head Count Ratio, Sub-Saharan Africa and South Asia, 2005-2010</titl><IDNo agency="DOI">doi:10.60507/FK2/E2XJOR</IDNo><IDNo agency="ZEF Data Portal">a76b76a7-4ced-442f-ac2d-ffc8471e0e34</IDNo></titlStmt><rspStmt><AuthEnty affiliation="Center for Development Research, Department Economy and Technological Change (ZEF B), University of Bonn">Valerie Graw</AuthEnty></rspStmt><prodStmt/><distStmt><distrbtr source="archive">bonndata</distrbtr><contact affiliation="Center for Development Research, Department Economy and Technological Change (ZEF B), University of Bonn" email="valerie.graw@gmail.com">Valerie Graw</contact></distStmt><holdings URI="https://doi.org/10.60507/FK2/E2XJOR"/></citation><stdyInfo><subject><keyword xml:lang="en">Other</keyword><topcClas vocab="Research Project">MARGIP</topcClas><topcClas vocab="GEMET - Concepts, version 2.4">biological water balance</topcClas><topcClas vocab="GEMET - Concepts, version 2.4">income</topcClas><topcClas vocab="GEMET - Concepts, version 2.4">poverty</topcClas></subject><abstract xml:lang="en">Overlaying the number of marginality dimensions with percentage of people living below 1.25$/day. This map is included in a global study on mapping marginality focusing on Sub-Saharan Africa and South Asia. The Dimensions of Marginality are based on different data sources representing different spheres of life. The poverty dataset used in this study is based on calculations by Harvest Choice.
The underlying Marginality map is based on the approach on Marginality Mapping (http://www.zef.de/fileadmin/webfiles/downloads/zef_wp/wp88.pdf). The respective map can be found here: https://daten.zef.de/#/metadata/ae4ae68c-cea3-44e7-8199-1c2ae04abb88

Quality/Lineage: Poverty Data was provided and generated by Harvest Choice GIS lab. Marginality hotspots are based on the approach by Graw, V. using five dimensions of marginality. 
In ArcGIS thresholds were defined based on percentages and overlapping dimensions. Using raster data this data was reclassified and overlayed to build a new classification with regard to the here presented purpose.
This approach is similar to the overlap over marginality and poverty mass except this map shows percentage of poverty instead of number of poor people.
Purpose: This map was created in the MARGIP project to identify the marginalized and poor by highlighting those areas where the "spheres of life" have a low performance. Those areas where multiple "low performance indicators" did overlap got the highest attention for further research.</abstract><sumDscr><timePrd cycle="P1" event="start" date="2005-01-01T15:08:00">2005-01-01T15:08:00</timePrd><timePrd cycle="P1" event="end" date="2010-12-31T15:09:00">2010-12-31T15:09:00</timePrd><collDate cycle="P1" event="start" date="2005-12-22T11:00:00">2005-12-22T11:00:00</collDate><collDate cycle="P1" event="end" date="2005-12-22T11:00:00">2005-12-22T11:00:00</collDate><collDate cycle="P2" event="start" date="2010-12-23">2010-12-23</collDate><collDate cycle="P2" event="end" date="2010-12-23">2010-12-23</collDate><geogCover>Africa</geogCover><geogCover>Asia</geogCover><geogCover>South of Sahara</geogCover><geogCover>South Asia</geogCover><geoBndBox><westBL>-32.34375</westBL><eastBL>109.6875</eastBL><southBL>-53.4375</southBL><northBL>56.25</northBL></geoBndBox></sumDscr><notes>This dataset was first published on the institutional Repository "Zentrum für Entwicklungsforschung: ZEF Data Portal" with ID={a76b76a7-4ced-442f-ac2d-ffc8471e0e34}.</notes></stdyInfo><method><dataColl><sources/></dataColl><anlyInfo/></method><dataAccs><setAvail/><useStmt/><notes type="DVN:TOU" level="dv">&lt;a href="http://creativecommons.org/licenses/by-sa/4.0">CC BY-SA 4.0&lt;/a></notes></dataAccs><othrStdyMat/></stdyDscr><otherMat ID="f2712" URI="https://bonndata.uni-bonn.de/catalog/downloads/2712/Margip_BMGF_Edited.gif" level="datafile"><labl>Margip_BMGF_Edited.gif</labl><txt></txt><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">image/gif</notes></otherMat><otherMat ID="f2710" URI="https://bonndata.uni-bonn.de/catalog/downloads/2710/metadata.xml" level="datafile"><labl>metadata.xml</labl><txt></txt><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">text/xml</notes></otherMat><otherMat ID="f2711" URI="https://bonndata.uni-bonn.de/catalog/downloads/2711/Overlapping_MargPovheadcount1.png" level="datafile"><labl>Overlapping_MargPovheadcount1.png</labl><txt></txt><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">image/png</notes></otherMat><otherMat ID="f2713" URI="https://bonndata.uni-bonn.de/catalog/downloads/2713/ReadMe.txt" level="datafile"><labl>ReadMe.txt</labl><txt></txt><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">text/plain</notes></otherMat></codeBook>