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1,191 datasets

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  • Environment

    Global Land Cover [2009] Popular

    Last Updated:
    August 26, 2025
    Countries:
    Aruba, Afghanistan, Angola, Anguilla, Albania + 182
    Regions:
    East Asia and Pacific, Europe and Central Asia, Middle East and North Africa, South Asia
    Views:
    173
    GlobCover is an ESA initiative which began in 01/01/2005 in partnership with JRC, EEA, FAO, UNEP, GOFC-GOLD and IGBP. The GlobCover project has developed a service capable of delivering global composites and land cover maps using as...
  • Energy access
    Transmission and distribution

    Kenya - Potential New Mini-Grid Sites Popular

    Last Updated:
    October 16, 2023
    Countries:
    Kenya
    Regions:
    Africa
    Views:
    762
    This dataset represents potential mini-grid projects; these projects were identified through a least-cost geospatial analysis undertaken over the period 2017-2018. Each project (defined by the unique “mg_Name”) includes generator...
  • Climate

    Madagascar coastal flood hazard (tropical cyclone) Popular

    Last Updated:
    August 26, 2025
    Countries:
    Madagascar
    Views:
    33
    "The goal of the South West Indian Ocean Risk Assessment and Financing Initiative (SWIO RAFI) is to improve the resiliency and capacity of the island states through the creation of disaster risk financing strategies. A key component of...
  • Climate

    Mangroves as Protection from Storm Surges in a Changing Climate Popular

    Last Updated:
    August 27, 2025
    Regions:
    Global
    Views:
    41
    Adaptation to climate change includes addressing sea level rise and increased storm surges in many coastal areas. Mangroves can substantially reduce the vulnerability of the adjacent coastal land from inundation and erosion. However,...
  • Extractive industries

    Democratic Republic Congo (COD) - Artisanal mining (2018) Popular

    Last Updated:
    October 20, 2025
    Countries:
    Congo, The Democratic Republic of the
    Views:
    373
    The location of arthisanal mining sites was obtained from the IPIS, more information here: https://ipisresearch.be/home/maps-data/maps-of-drc/
  • Power system and utilities

    South Africa Power Plants Popular

    Last Updated:
    October 16, 2025
    Countries:
    South Africa
    Views:
    682
    Data for power plants in South Africa with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Renewable energy
    Resource assessments
    Wind

    Afghanistan - Mesoscale Wind Mapping Phase1 Popular

    Last Updated:
    September 26, 2024
    Countries:
    Afghanistan
    Regions:
    Middle East and North Africa
    Views:
    330
    This dataset contains GIS data and LIB files from an initial wind resource assessment for Afghanistan. For more information please visit: https://www.esmap.org This dataset is outdated, please refer to the Global Wind Atlas for the best...
  • Wind

    Peshawar Annexes Popular

    Last Updated:
    March 26, 2026
    Countries:
    Pakistan
    Regions:
    South Asia
    Views:
    66
    Data repository for measurements from 12 wind masts in Pakistan. Data transmits daily reports for wind speed, wind direction, air pressure, relative humidity and temperature. Please refer to the country project page for additional...
  • Energy efficiency
    Renewable energy

    Honduras - Rooftop Solar Potential Mapping Popular

    Last Updated:
    December 13, 2023
    Countries:
    Honduras
    Regions:
    Latin America & Caribbean
    Views:
    165
    This dataset contains solar rooftop potential data (suitable rooftop area, installable capacity, estimated yearly electricity generation, and building type ) at individual building structure level for a sample area of interest in...
  • Transmission and distribution

    Armenia - Electricity Transmission Network Popular

    Last Updated:
    September 26, 2024
    Countries:
    Armenia
    Views:
    534
    Data collected and prepared for a project of the World Bank Group ELECTRICITY SUPPLY RELIABILITY PROJECT in Armenia. This data is based on a digitized PDF map, and so is intended as a schematic of rough locations of the power network. It...
  • Energy efficiency
    Renewable energy

    Manila - Rooftop Solar Potential Mapping Popular

    Last Updated:
    April 15, 2022
    Countries:
    Philippines
    Regions:
    East Asia and Pacific
    Views:
    892
    This dataset contains solar rooftop potential data (suitable rooftop area, installable capacity, estimated yearly electricity generation, and building type ) at individual building structure level for a sample area of interest in Manila....
  • Demographics

    Armenia - Population density Popular

    Last Updated:
    October 4, 2024
    Countries:
    Armenia
    Views:
    322
    Population density per pixel at 100 metre resolution. WorldPop provides estimates of numbers of people residing in each 100x100m grid cell for every low and middle income country. Through ingegrating cencus, survey, satellite and GIS...
  • Transport

    Djibouti Public Transport Routes Popular

    Last Updated:
    October 16, 2025
    Countries:
    Djibouti
    Views:
    308
    The following surveys were carried out: • GIS mapping of bus routes, carried out by survey staff travelling bus routes with GPS enabled phones, using GPS Essantials The objective of these surveys was to develop a comprehensive picture of...
  • Power system and utilities
    Resource assessments

    Sierra Leone - Electricity Panning Model Popular

    Last Updated:
    May 30, 2024
    Countries:
    Sierra Leone
    Views:
    153
    The Power Systems Planning Group, embedded in the Energy Sector Management Assistance Program (ESMAP), has created the Electricity Planning Model (EPM) as a least-cost planning framework. EPM minimizes the costs of expanding and...
  • Transmission and distribution

    Liberia - Maryland, Nimba and Grand Gedeh County Existing grid lines Popular

    Last Updated:
    March 8, 2018
    Countries:
    Liberia
    Views:
    390
    The the cross-border MV systems lines extend from neighboring countries into Liberia. It was derived from a Government of Norway, World Bank, USAID & JICA funded study and brochures provided by LEC in 2012 ( World Bank. Scope and Rough...
  • Physical features

    Democratic Republic Congo Major Rivers Popular

    Last Updated:
    October 16, 2025
    Countries:
    Congo, The Democratic Republic of the
    Views:
    443
    This shapefile contains Democratic Republic Congo Major Rivers
  • Environment

    Pacific coastal flood hazard Popular

    Last Updated:
    November 28, 2023
    Countries:
    United States
    Views:
    235
    This dataset has been clipped from the GAR15 storm surge model by GFDRR for inclusion into ThinkHazard! The tropical cyclonic strong wind and storm surge model use information from 2594 historical tropical cyclones, topography, terrain...
  • Environment

    Madagascar earthquake hazard Popular

    Last Updated:
    November 28, 2023
    Countries:
    Madagascar
    Views:
    323
    The goal of the South West Indian Ocean Risk Assessment and Financing Initiative (SWIO RAFI) is to improve the resiliency and capacity of the island states through the creation of disaster risk financing strategies. A key component of...
  • Power system and utilities
    Resource assessments

    Gambia - Electricity Planning Model Popular

    Last Updated:
    May 30, 2024
    Countries:
    Gambia
    Regions:
    Africa
    Views:
    113
    The Power Systems Planning Group, embedded in the Energy Sector Management Assistance Program (ESMAP), has created the Electricity Planning Model (EPM) as a least-cost planning framework. EPM minimizes the costs of expanding and...
  • Policies and plans
    Renewable energy

    World - Regulatory Indicators for Sustainable Energy Popular

    Last Updated:
    September 30, 2024
    Regions:
    Africa, East Asia and Pacific, Europe and Central Asia, Latin America & Caribbean, Middle East and North Africa, South Asia
    Views:
    1221
    Regulatory Indicators for Sustainable Energy (RISE) is a comprehensive policy scorecard assessing the investment climate for sustainable energy and focusing on three key areas: energy access, energy efficiency and renewable energy. RISE...
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