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  • Updated April 17, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon estimated during the Integrated Context Analysis (ICA) run in Tajikistan in 2015. Data source: NASA MODIS 2001-2012, FAO, NASA SRTM Digital Elevation Model (500m resolution). The key indicators used for the analysis were the average land cover change observed in the reference time frame and percentage of district area affected by erosion. Original dataset title: ICA Tajikistan, 2015 - Land Degradation, 2001-2012
  • Updated April 17, 2020 | Dataset date: Jan 1, 2011-Dec 31, 2011
    This dataset updates: As needed
    This layer contains information about the predominant livelihood zones - by district level - elaborated during the Integrated Context Analysis (ICA) run in Tajikistan in 2015. Data source: HQ OSEP GIS Analysis of Fewsnet, 2011. Original dataset title: ICA Tajikistan, 2015 - Predominant Livelihood Zones, 2011
  • Updated April 17, 2020 | Dataset date: Jan 1, 2000-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the overall tree cover loss estimated during the Integrated Context Analysis (ICA) run in Zimbabwe in 2015. In absence of land degradation data, a deforestation analysis was performed using remotely sensed data as a proxy. Data source: Hansen/UMD/Google/USGS/NASA, 2000-2012. The key indicators used for the analysis were the district surface affected by tree cover loss and the percentage value compared to the total district area. Original dataset title: ICA Zimbabwe, 2015 - Tree Cover Loss, 2000-2012
  • Updated April 17, 2020 | Dataset date: Jan 1, 2012-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the predominant livelihood zones identified during the Integrated Context Analysis (ICA) run in Zimbabwe in 2015. Data source: Zimbabwe Country Office, 2012. The twenty-four main livelihood zones identified by the CO were reclassified into nine broad categories to make the visualization easier. Original dataset title: ICA Zimbabwe, 2015 - Predominant Livelihood Zones, 2012
  • 10+ Downloads
    Updated April 17, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon observed during the Integrated Context Analysis (ICA) run in Mozambique in 2017. Data source: HQ OSEP GIS Analysis of NASA MODIS, 2001-2012. The main indicator used for the analysis was the percentage of district area that experienced deforestation in the time window examined. Original dataset title: ICA Mozambique, 2017 - Land Degradation, 2001-2012
  • Updated April 17, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2013
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon - by second-level administrative area - observed for the purposes of the Integrated Context Analysis (ICA) run in Niger between 2017 and 2018. The analysis was a joint effort between the Regional Bureau in Dakar (RBD) and the HQ GIS Unit and Programme division. Data sources: HQ OSEP GIS Analysis of NASA MODIS 2001-2013, WorldClim 1970-2000, FAO data and NASA SRTM Digital Elevation Model. The main indicators used for the analysis were the average ecological changes observed between 2001 and 2012 and the percentage of erosion-prone surface. Cette couche contient les données necessaires pour determiner le niveau de dégradation des terres – par unité administrative de deuxième niveau – observé pendant l’Analyse Integrée du Contexte (AIC) executée en Niger entre 2017 et 2018. L’analyse a été executée grâce à la collaboration entre le Bureau Régional de Dakar (RBD), l’unité GIS et la division de Programme au quartier générale du PAM. Source des données: HQ OSEP GIS Analyse des données NASA MODIS 2001-2013, WorldClim 1970-2000, FAO et NASA SRTM Digital Elevation Model. Les indicateurs principaux utilisés pour l'analyse étaient les changements moyens de couverture du sol observés entre 2001 et 2012 et la pourcentage de surface ayant une propension à l'érosion significative. Original dataset title: ICA Niger, 2018 - Land Degradation, 2001-2013
  • Updated April 17, 2020 | Dataset date: Jan 1, 2011-Dec 31, 2011
    This dataset updates: As needed
    This layer contains information about the most predominant livelihood zones - by second-level administrative area - identified during the Integrated Context Analysis (ICA) run in Niger between 2017 and 2018. The analysis was a joint effort between the Regional Bureau in Dakar (RBD) and the HQ GIS Unit and Programme division. Data source: Fewsnet, 2011. Cette couche contient informations regard les zones de moyens d’existence prédominant – par unité administrative de deuxième niveau – identifiées pendant l’Analyse Integrée du Contexte (AIC) executée en Niger entre 2017 et 2018. L’analyse a été executée grâce à la collaboration entre le Bureau Régional de Dakar (RBD), l’unité GIS et la division de Programme au quartier générale du PAM. Source des données: Fewsnet, 2011. Original dataset title: ICA Niger, 2018 - Most Predominant Livelihood Zones, 2011
  • Updated April 17, 2020 | Dataset date: Jan 1, 1992-Dec 31, 2015
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon observed during the Integrated Context Analysis (ICA) run in Pakistan in 2017. Data source: ESA (300m resolution) 1992-2015, FAO (lithology), WorldClim (rainfall incidence), land cover (NASA MODIS) and slope length (NASA SRTM digital elevation model). The key indicators used for the analysis were the average ecological change and the percentage of surface prone to erosion. It should be noted that land degradation, according to the current ICA methodology, is not a stand-alone map but has to be considered as a lens that, overlaid on top of the ICA Areas, provide further information to refine broad programmatic strategies. The brown-green scheme has just been used for the layer preview because, for the purposes of this analysis, only negative values of ecological change and districts with a surface prone to erosion above 20% have been used for the final map (see "ICA Pakistan, 2017 - Land Degradation 1992-2015" static map for further details). Original dataset title: ICA Pakistan, 2017 - Land Degradation, 1992-2015
  • 10+ Downloads
    Updated April 17, 2020 | Dataset date: Jan 1, 2000-Dec 31, 2010
    This dataset updates: As needed
    This layer contains information about the changes in tree cover density - by second-level administrative area - estimated during the Integrated Context Analysis (ICA) run in the Philippines in 2014. Data source: Landsat Vegetation Continuous Fields (VCF), 2000-2010. It should be noted that, in absence of livelihood data, land cover was used as a proxy for rural livelihoods. The main indicator used for the analysis was the average provincial trend of tree cover change in the last ten years. Original dataset title: ICA Philippines, 2014 - Tree Cover Change, 2000-2010
  • 10+ Downloads
    Updated April 17, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon - by second-level administrative area - observed for the purposes of the Integrated Context Analysis (ICA) run in Senegal in 2017. The analysis was a joint effort between the Regional Bureau in Dakar (RBD) and the HQ GIS Unit and Programme division. Data sources: HQ OSEP GIS Analyse des données NASA MODIS 2001-2012, WorldClim 1970-2000, FAO et NASA SRTM Digital Elevation Model. The main indicators used for the analysis were the average ecological changes observed between 2001 and 2012 and the percentage of erosion-prone surface. Cette couche contient les données necessaires pour determiner le niveau de dégradation des terres – par unité administrative de deuxième niveau – observé pendant l’Analyse Integrée du Contexte (AIC) executée en Senegal en 2017. L’analyse a été executée grâce à la collaboration entre le Bureau Régional de Dakar (RBD), l’unité GIS et la division de Programme au quartier générale du PAM. Source des données: HQ OSEP GIS Analyse des données NASA MODIS 2001-2012, WorldClim 1970-2000, FAO et NASA SRTM Digital Elevation Model. Les indicateurs principaux utilisés pour l'analyse étaient les changements moyens de couverture du sol observés entre 2001 et 2012 et la pourcentage de surface ayant une propension à l'érosion significative. Original dataset title: ICA Senegal, 2017 - Land Degradation, 2001-2012
  • Updated April 17, 2020 | Dataset date: Jan 1, 2015-Dec 31, 2015
    This dataset updates: As needed
    This layer contains information about the most predominant livelihood zones - by second-level administrative area - identified during the Integrated Context Analysis (ICA) run in Senegal in 2017. The analysis was a joint effort between the Regional Bureau in Dakar (RBD) and the HQ GIS Unit and Programme division. Data source: Fewsnet, 2015. Cette couche contient informations regard les zones de moyens d’existence prédominant – par unité administrative de deuxième niveau – identifiées pendant l’Analyse Integrée du Contexte (AIC) executée en Senegal en 2017. L’analyse a été executée grâce à la collaboration entre le Bureau Régional de Dakar (RBD), l’unité GIS et la division de Programme au quartier générale du PAM. Source des données: Fewsnet, 2015. Original dataset title: ICA Senegal, 2017 - Most Predominant Livelihood Zones, 2015
  • Updated April 17, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon observed during the Integrated Context Analysis (ICA) run in Sierra Leone in 2017. Data source: HQ OSEP GIS Analysis of NASA MODIS, 2001-2012. The main indicators used for the analysis were the average land cover change observed within the time frame considered and the percentage of district erosion-prone surface. Original dataset title: ICA Sierra Leone, 2017 - Land Degradation, 2001-2012
  • Updated April 17, 2020 | Dataset date: Jan 1, 2016-Dec 31, 2016
    This dataset updates: As needed
    This layer contains information about the most predominant livelihood zones - by second-level administrative unit - identified during the Integrated Context Analysis (ICA) run in Sierra Leone in 2017. Data sources: Fewsnet, 2016. Original dataset title: ICA Sierra Leone, 2017 - Most Predominant Livelihood Zones, 2016
  • Updated April 17, 2020 | Dataset date: Jan 1, 2010-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon observed during the Integrated Context Analysis (ICA) performed in South Sudan in 2016. Data source: Regional Centre for Mapping of Resources for Development (RCMRD), 2010-2012. The main indicator used for the analysis was an average land degradation index, generated through a combination of factors such as land conformation, vegetation cover and quality, precipitation, soil type and erodibility, population density. Original dataset title: ICA South Sudan, 2016 - Land Degradation, 2010-2012
  • Updated April 17, 2020 | Dataset date: Jan 1, 2008-Dec 31, 2008
    This dataset updates: As needed
    This layer contains information about the most predominant livelihood zones - by second-level administrative area - identified during the Integrated Context Analysis (ICA) run in South Sudan in 2016. Data source: Fewsnet, 2008. Original dataset title: ICA South Sudan, 2016 - Most Predominant Livelihood Zones, 2008
  • Updated April 17, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2013
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon - by second-level administrative area - observed for the purposes of the Integrated Context Analysis (ICA) run in Sudan in 2018. Data sources: HQ OSEP GIS Analysis of NASA MODIS 2001-2012, WorldClim 1970-2000, FAO and NASA SRTM Digital Elevation Model data. The main indicators used for the analysis were the average ecological changes observed between 2001-2005 and 2009-2013 and the percentage of erosion-prone surface. Original dataset title: ICA Sudan, 2018 - Land Degradation, 2001-2013
  • Updated April 17, 2020 | Dataset date: Jan 1, 2014-Dec 31, 2014
    This dataset updates: As needed
    This layer contains information about the most predominant livelihood zones - by second-level administrative area - identified during the Integrated Context Analysis (ICA) run in Sudan in 2018. Data source: Fewsnet, 2011 Original dataset title: ICA Sudan, 2018 - Most Predominant Livelihood Zones, 2014
  • Updated March 24, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2016
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon - by second-level administrative area - observed for the purposes of the Integrated Context Analysis (ICA) run in Eswatini in 2019. Data sources: HQ OSE GIS Analysis of NASA MODIS 2001-2016, WorldClim 1970-2000, FAO and NASA SRTM Digital Elevation Model data. The main indicators used for the analysis were the average ecological changes observed between 2001-2006 and 2011-2016 and the percentage of erosion-prone surface. Original dataset title: ICA Eswatini, 2019 - Land Degradation, 2001-2016
  • Updated March 24, 2020 | Dataset date: Jan 1, 2016-Dec 31, 2016
    This dataset updates: As needed
    This layer contains information about the most predominant livelihood zones - by second-level administrative area - identified during the Integrated Context Analysis (ICA) run in Eswatini in 2019. Data source: Eswatini VAC Livelihood Baseline Update, 2016. Original dataset title: ICA Eswatini, 2019 - Most predominant livelihood zones, 2016
  • 300+ Downloads
    Updated March 19, 2020 | Dataset date: Jan 1, 1998
    This dataset updates: Every year
    Yearly biomass Production and anomalies retrieved from DMP and computed by BioGenerator
  • Updated January 27, 2020 | Dataset date: Jan 1, 2014-Dec 31, 2014
    This dataset updates: As needed
    This layer contains information about the most predominant livelihood zones - by second-level administrative area - identified during the Integrated Context Analysis (ICA) run in Mali in 2017. The analysis was a joint effort between the Regional Bureau in Dakar (RBD) and the HQ GIS Unit and Programme division. Data source: Fewsnet, 2014 Cette couche contient informations regard les zones de moyens d’existence prédominant – par unité administrative de deuxième niveau – identifiées pendant l’Analyse Integrée du Contexte (AIC) executée en Mali en 2017. L’analyse a été executée grâce à la collaboration entre le Bureau Régional de Dakar (RBD), l’unité GIS et la division de Programme au quartier générale du PAM. Source des données: Fewsnet, 2014. Original dataset title: ICA Mali, 2017 - Most Predominant Livelihood Zones, 2014
  • Updated January 27, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon - by first-level administrative area - observed for the purposes of the Integrated Context Analysis (ICA) run in Mauritania in 2017. The analysis was a joint effort between the Regional Bureau in Dakar (RBD) and the HQ GIS Unit and Programme division. Data sources: HQ OSEP GIS Analysis of NASA MODIS 2001-2013, WorldClim 1970-2000, FAO data and NASA SRTM Digital Elevation Model. The main indicators used for the analysis were the average ecological changes observed between 2001 and 2012 and the percentage of erosion-prone surface. Cette couche contient les données necessaires pour determiner le niveau de dégradation des terres – par unité administrative de première niveau – observé pendant l’Analyse Integrée du Contexte (AIC) executée en Mauritanie en 2017. L’analyse a été executée grâce à la collaboration entre le Bureau Régional de Dakar (RBD), l’unité GIS et la division de Programme au quartier générale du PAM. Source des données: HQ OSEP GIS Analyse des données NASA MODIS 2001-2013, WorldClim 1970-2000, FAO et NASA SRTM Digital Elevation Model. Les indicateurs principaux utilisés pour l'analyse étaient les changements moyens de couverture du sol observés entre 2001 et 2012 et la pourcentage de surface ayant une propension à l'érosion significative. Original dataset title: ICA Mauritania, 2017 - Land Degradation, 2001-2012
  • 10+ Downloads
    Updated January 27, 2020 | Dataset date: Jan 1, 1990-Dec 31, 2010
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon observed during the Integrated Context Analysis (ICA) run in Malawi in 2014. Data source: European Space Agency, 1990-2010. Local land degradation data were not available for the purposes of this analysis, therefore a deforestation analysis was performed using remotely sensed land cover data. The key indicators used for the analysis were the percentage and the overall surface of vegetation cover loss. Original dataset title: ICA Malawi, 2014 - Land Degradation, 1990-2010
  • Updated January 27, 2020 | Dataset date: Jan 1, 2013-Dec 31, 2013
    This dataset updates: As needed
    This layer contains information about the most predominant livelihood zones - by first-level administrative area - identified during the Integrated Context Analysis (ICA) run in Mauritania in 2017. The analysis was a joint effort between the Regional Bureau in Dakar (RBD) and the HQ GIS Unit and Programme division. Data source: Fewsnet, 2013. Cette couche contient informations regard les zones de moyens d’existence prédominant – par unité administrative de première niveau – identifiées pendant l’Analyse Integrée du Contexte (AIC) executée en Mauritanie en 2017. L’analyse a été executée grâce à la collaboration entre le Bureau Régional de Dakar (RBD), l’unité GIS et la division de Programme au quartier générale du PAM. Source des données: Fewsnet, 2013. Original dataset title: ICA Mauritania, 2017 - Most Predominant Livelihood Zones, 2013
  • 10+ Downloads
    Updated January 27, 2020 | Dataset date: Jan 1, 2001-Dec 31, 2012
    This dataset updates: As needed
    This layer contains information about the land degradation phenomenon - by second-level administrative area - observed for the purposes of the Integrated Context Analysis (ICA) run in Mali in 2017. The analysis was a joint effort between the Regional Bureau in Dakar (RBD) and the HQ GIS Unit and Programme division. Data sources: HQ OSEP GIS Analyse des données NASA MODIS 2001-2012, WorldClim 1970-2000, FAO et NASA SRTM Digital Elevation Model. The main indicators used for the analysis were the average ecological changes observed between 2001 and 2012 and the percentage of erosion-prone surface. Cette couche contient les données necessaires pour determiner le niveau de dégradation des terres – par unité administrative de deuxième niveau – observé pendant l’Analyse Integrée du Contexte (AIC) executée en Mali en 2017. L’analyse a été executée grâce à la collaboration entre le Bureau Régional de Dakar (RBD), l’unité GIS et la division de Programme au quartier générale du PAM. Source des données: HQ OSEP GIS Analyse des données NASA MODIS 2001-2012, WorldClim 1970-2000, FAO et NASA SRTM Digital Elevation Model. Les indicateurs principaux utilisés pour l'analyse étaient les changements moyens de couverture du sol observés entre 2001 et 2012 et la pourcentage de surface ayant une propension à l'érosion significative. Original dataset title: ICA Mali, 2017 - Land Degradation, 2001-2012