Datasets

  • Nigeria - High Resolution High Voltage Grid Map based on Machine Learning

    296
    Countries:
    Nigeria
    Published Year:
    2018
    367
    This High Resolution High Voltage Grid Map based on Machine Learning dataset was prepared by Development Seed under contract to The World Bank. This project was funded and...
  • EITI Complete Summary Data Table

    24
    Regions:
    South Asia, Middle East and North Africa, East Asia and Pacific, Africa
    Published Year:
    2017
    257
    The data is published using the Summary Data Template, Version 1.1 as of 05 March 2015. According to the EITI Standard 5.3.b: "Summary data from each EITI Report should be...
  • China - Energy Saving Management Action Plan for Liaoning Safe & Sustainable ...

    0
    Countries:
    China
    Published Year:
    2017
    328
    Report that contains energy efficiency and Non-revenue-Water target data in Shenyang, Anshan, Fushun, Fuxin and Gaizhou water companies in Liaoning Province, China.
  • Côte d'Ivoire - Global Electrification Platform (GEP)

    12
    Countries:
    Côte d'Ivoire
    Regions:
    Africa
    Published Year:
    2019
    180
    The Global Electrification Platform (GEP) is a multi-phase project led by the World Bank to standardize and simplify the use of geospatial tools for least-cost electrification...
  • World - Global Irradiation for Optimally Tilted Surfaces (GTI) GIS Data, (Gl...

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    195
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains global irradiation for optimally tilted surfaces (GTI) in kWh/m² covering the...
  • World - Photovoltaic Power Potential (PVOUT) GIS Data, (Global Solar Atlas)

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    186
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains photovoltaic power potential (PVOUT) in kWh/kWp covering the globe. Data is...
  • World - Diffuse Horizontal Irradiation (DIF) GIS Data, (Global Solar Atlas)

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    175
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains diffuse horizontal irradiation (DIF) in kWh/m² covering the globe. Data is...
  • World - Global Horizontal Irradiation (GHI) GIS Data, (Global Solar Atlas)

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    226
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains global horizontal irradiation (GHI) in kWh/m² covering the globe. Data is...
  • World - Direct Normal Irradiation (DNI) GIS Data, (Global Solar Atlas)

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    161
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains direct normal irradiation (DNI) in kWh/m² covering the globe. Data is provided in...
  • World - Air Temperature at 2m Above Ground Level (TEMP) GIS Data, (Global Sol...

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    166
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains air temperature at 2m above ground level in °C covering the globe. Data is...
  • Derived map of global electricity transmission and distribution lines

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    168
    Overview: Global results from gridfinder model, produced by ESMAP based on joint work with Facebook and others. Uses night-time lights, road networks and existing grid network...
  • World - High Resolution Solar Resource (GHI, DIF, GTI, DNI) GIS Data, (Global...

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    155
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains solar resource data for: direct normal irradiation (DNI), global horizontal...
  • World - Terrain Elevation Above Sea Level (ELE) GIS Data, (Global Solar Atlas)

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    162
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains terrain elevation above sea level (ELE) in [m a.s.l.] covering the globe. Data is...
  • World - Optimum Tilt to Maximize Yearly Yield (OPTA) GIS Data, (Global Solar ...

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    161
    Developed by SOLARGIS and provided by the Global Solar Atlas (GSA), this data resource contains optimum tilt to maximize yearly yield in (°) covering the globe. Data is provided...
  • Global Photovoltaic Power Potential by Country

    0
    Countries:
    Uruguay, Macao, Palau, Estonia, Nicaragua + 209
    Published Year:
    2020
    174
    This dataset contains the GIS data used in the report, "Global Photovoltaic Power Potential by Country" generated by Solargis (https://solargis.com), with funding provided by...
  • Land Cover Classification in Harare, Zimbabwe

    0
    Countries:
    Zimbabwe
    Published Year:
    2020
    102
    These raster files show the land cover classification around Harare in 2006 and 2010. The classification results were based on Spot 5 imagery. Land cover classes in the...
  • World Sea-Level Rise Dataset

    0
    Countries:
    Korea, Democratic People's Republic of, Philippines, Algeria, Mozambique, Myanmar + 74
    Published Year:
    2011
    88
    Sea-level rise (SLR) due to climate change is a serious global threat: The scientific evidence is now overwhelming. Continued growth of greenhouse gas emissions and associated...
  • Usumacinta River Basin - Land Cover Land Use Mapping (LCLU)

    0
    Countries:
    Mexico
    Published Year:
    2021
    50
    This dataset provides Land Cover Land Use (LCLU) in Usumacinta river basin (Mexico). This dataset is one of the products produced under the 2014-2016 World Bank (WBG) European...
  • Canada: Forward Sortation Areas

    0
    Countries:
    Canada
    Published Year:
    2021
    66
    The 2011 Census Forward Sortation Area (FSA) Boundary File depicts the boundaries of 1,621 forward sortation areas (identified by the first three characters of the postal code)...
  • Democratic Republic Congo (COD) - Transmission Network (2018)

    0
    Countries:
    Congo, The Democratic Republic of the
    Published Year:
    2021
    43
    The data on HV lines was obtained from the data collection and mapping work in the WB project "DRC EASE" (PID: P156208). This information was revised and adjusted accordingly...
  • Global cyclone hazard

    0
    Countries:
    United Arab Emirates
    Published Year:
    2021
    82
    Tropical Cyclonic Wind and Storm Surge hazard The tropical cyclonic strong wind and storm surge model use information from 2594 historical tropical cyclones, topography, terrain...
  • Mauritius river flood hazard

    0
    Countries:
    Mauritius
    Published Year:
    2016
    66
    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...
  • Seychelles river flood hazard

    0
    Countries:
    Seychelles
    Published Year:
    2016
    70
    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...
  • Mapping Land Cover in Secondary Cities in Central America: 2013 San Pedro Sul...

    0
    Countries:
    Honduras
    Published Year:
    2021
    60
    This raster file represents a land cover classification in San Pedro Sula based off satellite imagery from March 10, 2013. This land cover classification was used in the...
  • Global Bilateral Migration Database

    0
    Regions:
    East Asia and Pacific
    Published Year:
    2011
    63
    Global matrices of bilateral migrant stocks spanning the period 1960-2000, disaggregated by gender and based primarily on the foreign-born concept are presented. Over one...
  • Haiti Drought Zones

    0
    Countries:
    Haiti
    Published Year:
    2021
    60
    This shapefile contains drought zones in Haiti.
  • Roads in the Ivory Coast

    0
    Countries:
    Côte d'Ivoire
    Published Year:
    2021
    79
    This shapefile contains airports in Ivory Coast with detailed data on quality
  • Ethiopia Rivers

    0
    Countries:
    Ethiopia
    Published Year:
    2021
    67
    This shapefile contains rivers in Ethiopia.
  • Democratic Republic Congo (COD) - Electricity Access Rate (2012)

    0
    Countries:
    Congo, The Democratic Republic of the
    Published Year:
    2021
    443
    This dataset is the result of a Kriging interpolation of the 123 Survey in 2012 of the water access rates in COD.
  • Dakar (Senegal) - Flood Hazard Map (ESA EO4SD-Urban)

    0
    Countries:
    Senegal
    Published Year:
    2019
    49
    For the urban and peri-urban area of Dakar, two main flood scenarios have to be considered: a. Fluvial floods b. Floods triggered by rainfall stagnation after heavy local...
  • Mapping Land Cover in Secondary Cities in Central America: 2015 Chimaltenango...

    0
    Countries:
    Guatemala
    Published Year:
    2021
    108
    This raster file represents a land cover classification in Chimaltenango based off satellite imagery from March 12, 2015. This land cover classification was used in the...
  • Mapping Land Cover in Secondary Cities in Central America: 2014 La Ceiba, Hon...

    0
    Countries:
    Honduras
    Published Year:
    2021
    52
    This raster file represents a land cover classification in La Ceiba based off satellite imagery from November 11, 2014. This land cover classification was used in the following...
  • Cruise Ports in Jamaica

    0
    Countries:
    Jamaica
    Published Year:
    2021
    51
    "This points shapefile represents the location of the cruise ports in Jamaica and intensity of visitation. This dataset was created on 24th April 2003 and represents all cruise...
  • Ethiopia - Biomass production (yearly)

    0
    Countries:
    Ethiopia
    Published Year:
    2018
    67
    Yearly biomass production Ethiopia 2013 & 2017
  • Ethiopia - Biomass production change (yearly)

    0
    Countries:
    Ethiopia
    Published Year:
    2018
    73
    Yearly biomass production change Ethiopia 2017 minus 2013
  • Mauritania Power Plants

    0
    Countries:
    Mauritania
    Published Year:
    2009
    58
    Data for power plants in Mauritania with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Mauritius Power Plants

    0
    Countries:
    Mauritius
    Published Year:
    2009
    57
    Data for power plants in Mauritius with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Malawi Power Plants

    0
    Countries:
    Malawi
    Published Year:
    2009
    64
    Data for power plants in Malawi with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Global drought hazard

    0
    Countries:
    United Arab Emirates
    Published Year:
    2015
    107
    In this study we used daily run-off fields (0.5º x 0.5º) from the global hydrological model PCR-GLOBWB to calculate yearly water availability (van Beek et al., 2011; Wada et...
  • Offshore Wind Technical Potential in WBG Client Countries

    0
    Countries:
    Turks and Caicos Islands, Somalia, Egypt, Namibia, Martinique + 71
    Published Year:
    2020
    211
    This record contains the tabular data (xlsx) and poster maps that accompanies the information provided in the the WBG report published in October 2019 titled, "Going Global:...
  • South Africa Power Plants

    0
    Countries:
    South Africa
    Published Year:
    2009
    129
    Data for power plants in South Africa with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Madagascar Power Plants

    0
    Countries:
    Madagascar
    Published Year:
    2009
    68
    Data for power plants in Madagascar with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Mozambique Power Plants

    0
    Countries:
    Mozambique
    Published Year:
    2009
    110
    Data for power plants in Mozambique with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Lesotho Power Plants

    0
    Countries:
    Lesotho
    Published Year:
    2009
    55
    Data for power plants in Lesotho with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Liberia Power Plants

    0
    Countries:
    Liberia
    Published Year:
    2009
    75
    Data for power plants in Liberia with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Mali Power Plants

    0
    Countries:
    Mali
    Published Year:
    2009
    66
    Data for power plants in Mali with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Kenya Power Plants

    0
    Countries:
    Kenya
    Published Year:
    2009
    60
    Data for power plants in Kenya with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).
  • Zambezi River Basin Water Quality and Temperature

    0
    Countries:
    Malawi
    Published Year:
    2021
    102
    Water quality and temperature for Lake Malawi, Lake Malombe and Lake Chilwa, derived from MERIS FR images for 2010-2011 using the proprietary WISP algorithm. These parameters...
  • Kenya earthquake hazard

    0
    Countries:
    Kenya
    Published Year:
    2015
    61
    These seismic data were created by a consortium formed of Risk Engineering and Design (RED) and Evaluación de Riesgos Naturales (ERN), as part of a multi-hazard national risk...
  • Uganda earthquake hazard

    0
    Countries:
    Uganda
    Published Year:
    2015
    72
    These seismic data were created by a consortium formed of Risk Engineering and Design (RED) and Evaluación de Riesgos Naturales (ERN), as part of a multi-hazard national risk...