edee879a-5e3e-40b0-aa18-1f33d9fba015 eng b7350a64-9cfd-4236-9237-fd65b6fb9904 Valerie Graw valerie.graw[at]gmail.com 2020-10-16T14:40:10 ISO 19115:2003/19139 1.0 WGS 84 (3D) (EPSG:4329) EPSG 7.9 Marginality Hotspots and Poverty Mass in Sub-Saharan Africa, 2005-2010 2011-12-15T11:00:00 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 dataset used for this approach (Marginality Hotspots) can also be found here: (link to datasett???). Five different dimenstion of marginality were defined and based on their thresholds overlayed to identify those areas where more than only 1 or 2 dimensions occur but several once which make these areas more marginal. With regard to the project MARGIP especially those people are at risk who are marginalized and poor and are thereby lacking possibilities due to missing access to capital and resources but also by being remote. The number of poor are the once we want to make visible. Therefore data by HarvestChoice on Poverty Mass representing the number of people living in poverty were overlayed with dimensions of marginality to give an impression on how many people are living in these spots and are thereby being poor and marginal. See also: http://www.zef.de/fileadmin/webfiles/downloads/zef_wp/wp88.pdf . Valerie Graw Center for Development Research, Department Economy and Technological Change (ZEF B), University of Bonn Junior Researcher Bonn 53113 Germany valerie.graw[at]gmail.com http://www.zef.de/margip.html WWW:LINK-1.0-http--link Homepage MARGIP/TIGA Project https://daten.zef.de:/geonetwork/srv/api/records/edee879a-5e3e-40b0-aa18-1f33d9fba015/attachments/Overlapping_MargDimPov.png https://daten.zef.de:/geonetwork/srv/api/records/edee879a-5e3e-40b0-aa18-1f33d9fba015/attachments/Margip_BMGF_Edited.gif MARGIP Research Project geonetwork.thesaurus.local.discipline.RP-KW poverty GEMET - Concepts, version 2.4 2010-01-13 geonetwork.thesaurus.external.theme.gemet marginality Africa Asia Continents, countries, sea regions of the world. 2015-07-17 geonetwork.thesaurus.external.place.regions South of Sahara South Asia Region The map is available as image only. The raster-based data source can be provided upon request to the author. Use of the image under the license: Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) http://creativecommons.org/licenses/by-nc-sa/4.0/ Citation: Graw, V. (2011): Marginality Hotspots and Poverty Mass in Sub-Saharan Africa, 2005-2010 (https://daten.zef.de/#/metadata/1aa653e3-8eb2-41fe-b243-a24e 360105d6) eng society 2005-01-01T15:08:00 2010-12-31T15:09:00 -32.34375 109.6875 -53.4375 56.25 Marginality Dimensions I. Economy (GNI) II. Quality of Life (Stunting) III. Landscape Design (Accessibility) IV. Ecosystems (Soil Constraints) V. Governance (Political Stability) Joint Photographic Experts Group (JPEG) Center for Development Research zefdata[at]uni-bonn.de https://www.zef.de/margip.html WWW:LINK-1.0-http--link Marginality Reduction for Enhanced Investments for and with the Poorest (MARGIP) website https://daten.zef.de:/geonetwork/srv/api/records/edee879a-5e3e-40b0-aa18-1f33d9fba015/attachments/Overl_MargDimPov_300.jpg WWW:DOWNLOAD-1.0-http--download Overl_MargDimPov_300.jpg Map Image WWW:DOWNLOAD-1.0-http--download http://www.zef.de/fileadmin/webfiles/downloads/zef_wp/wp88.pdf WWW:LINK-1.0-http--link Reference Paper 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.