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KTH Royal Institute of Technology in Stockholm
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KTH Royal Institute of Technology is a university in Stockholm, Sweden. KTH was founded in 1827 as Sweden's first polytechnic and is one of Scandinavia's largest institutions of higher education in technology.

Available DatasetsShowing 36 of 36 results
    Title
    Updated
  • The dataset displays the distance in kilometers from the existing electricity grid in Madagascar. The dataset was developed by KTH-dESA, based on the Small Hydro GIS Atlas developed by ESMAP (2017) for existing grid data (https://energydata.info/dataset/madagscar-small-hydro-gis-atlas-2017).
    1
    Licence not specified
    about 2 years ago
  • The dataset contains average wind power plant capacity factors in Madagascar, produced by KTH-dESA. The dataset has a 1km x 1km resolution. The capacity factors have been calculated from annual average wind speeds retrieved from IRENA Global Atlas for Renewable Energy (https://irena.masdar.ac.ae/gallery/#gallery) which collects the data from DTU Global Wind Atlas 2.0, a free, web-based application developed, owned and operated by the Technical University of Denmark (DTU) in partnership with the World Bank Group, utilizing data provided by Vortex, with funding provided by the Energy Sector Management Assistance Program (ESMAP). For future information: https://globalwindatlas.info. The capacity factors have been calculated far a 600 kW wind turbine with 55m hub height. Wind speed data has been extrapolated from the measurement height of 50m for wind speed data to the hub height of the wind turbine. In the nect step 8760 hourly wind speed values were generated by applying a Rayleigh distribution with shape factor k=2. The hourly potential wind electricity generation was caculated from the hourly wind speed values and a power curve and summed for the whole year. This value has beendivided by the potential generation of the wind turbine if operating at rated capacity during all hours of the year to give the annual capacity factor.
    1
    Licence not specified
    about 2 years ago
  • Main roads in Benin (primary and secondary roads extracted from Open Street Map data). © OpenStreetMap contributors and Geofabrik GmbH
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    Licence not specified
    about 2 years ago
  • This dataset is provided by the World Bank Group. Data have been aggregated to district level.
    1
    Licence not specified
    about 2 years ago
  • Provided by IRENA's Global Atlas
    1
    Licence not specified
    about 2 years ago
  • Mining reserves - Tanzania provided by https://www.usgs.gov/
    1
    Licence not specified
    about 2 years ago
  • Annual average wind speed (m/s) with 1km x 1km resolution. The dataset was obtained from IRENA Global Atlas for Renewable Energy (https://irena.masdar.ac.ae/gallery/#gallery), which collects the data from the Global Wind Atlas 2.0, a free, web-based application developed, owned and operated by the Technical University of Denmark (DTU) in partnership with the World Bank Group, utilizing data provided by Vortex, with funding provided by the Energy Sector Management Assistance Program (ESMAP). For future information: https://globalwindatlas.info.
    1
    Licence not specified
    about 2 years ago
  • Digital elevation data for Madagascar from CIATs SRTM 90m Digital Elevation Database v4.1. The original USGS/NASA SRTM data was provided in cells of approximately 90m x 90m, which has been processed to fill no-data cells and aggregated to 1km x 1km cells by CIAT [1]. Reference: [1] Jarvis, A., H.I. Reuter, A. Nelson, E. Guevara, 2008, Hole-filled SRTM for the globe Version 4, available from the CGIAR-CSI SRTM 90m Database (http://srtm.csi.cgiar.org)
    1
    Licence not specified
    about 2 years ago
  • The dataset displays the distance in kilometers from the planned electricity grid in Madagascar. The dataset was developed by KTH-dESA based on planned grid lines compiled from information available from Madagascar Office de Regulations de l'Electricite, last updated in 2014 (http://www.ore.mg/), Artelia Group and JIRAMA.
    1
    Licence not specified
    about 2 years ago
  • This dataset is put together by KTH Division of Energy Systems Analysis. It contains the transmission network data provided by African Development Bank and Open Street Map AfDB, 2011. African Development Bank. URL http://www.infrastructureafrica.org/tools/maps OSM, 2015. OpenStreetMap. OpenStreetMap. URL https://www.openstreetmap.org/
    1
    Licence not specified
    about 2 years ago
  • This dataset is created based on a Tanzania's 1km Poverty map provided by worldpop.org. Data have been aggregated to district level.
    1
    Licence not specified
    about 2 years ago
  • This dataset is put together by KTH Division of Energy Systems Analysis. It contains the power plants provided by African Development Bank and Open Street Map. AfDB, 2011. African Development Bank. URL http://www.infrastructureafrica.org/tools/maps OSM, 2015. OpenStreetMap. OpenStreetMap. URL https://www.openstreetmap.org/
    1
    Licence not specified
    about 2 years ago
  • This dataset is put together by KTH Division of Energy Systems Analysis. It contains the transmission network data provided by African Development Bank and Open Street Map AfDB, 2011. African Development Bank. URL http://www.infrastructureafrica.org/tools/maps OSM, 2015. OpenStreetMap. OpenStreetMap. URL https://www.openstreetmap.org/
    1
    Licence not specified
    about 2 years ago
  • This dataset is put together by KTH Division of Energy Systems Analysis. It contains the planned transmission lines (62-220 kV) according to information available from Madagascar Office de Regulations de l'Electricite, last updated in 2014 (http://www.ore.mg/), and information provided by the Artelia Group and JIRAMA.
    1
    Licence not specified
    about 2 years ago
  • Education facilities in Madagascar extracted from Open Street Map data. © OpenStreetMap contributors and Geofabrik GmbH
    1
    Licence not specified
    about 2 years ago
  • This dataset is created based on a Nigeria's 1km Poverty map provided by worldpop.org. Data have been aggregated to local government areas level.
    1
    Licence not specified
    about 2 years ago
  • Annual global horizontal irradiation (kWh/m2). 1 square kilometer resolution. Solar resource data obtained from the Global Solar Atlas, owned by the World Bank Group and provided by Solargis.
    1
    Licence not specified
    about 2 years ago
  • Mining reserves - Zambia provided by https://www.usgs.gov/
    1
    Licence not specified
    about 2 years ago
  • This dataset is put together by KTH Division of Energy Systems Analysis. It contains the power plants provided by African Development Bank and Open Street Map. AfDB, 2011. African Development Bank. URL http://www.infrastructureafrica.org/tools/maps OSM, 2015. OpenStreetMap. OpenStreetMap. URL https://www.openstreetmap.org/
    1
    Licence not specified
    about 2 years ago
  • This dataset was developed by KTH-dESA and describes settlement patterns relating to electrification in Madagascar. Using the Open Source Spatial Electrification Tool three attributes have been assigned to the settlements retrieved from the Madagascar High Resolution Settlement Layer developed by Facebook Connectivity Lab and CIESIN [1]. The three attributes are as follows: * Urban or rural status. The urban cutoff level, i.e. the minimum population density per square kilometer, has been calculated so that the urban population matches the official statistics of 35 % in 2015 [2]. The urban cutoff level was calculated to be 683 people/km2, meaning that all settlements above this value are considered urban. * The number of households in the settlements by 2030. Based on the urban or rural status the future population for the settlements have been estimated by applying a population growth rate to match future population projections according to [3] and [4]. The number of households 2030 have then been calculated using the epected urban and rural household sizes by 2030 of 3.7 and 4.4 people per household respectively [5]. * Modeled household electrification status in 2015 (1 if the household in the cell are considered electrified by the national grid, 2 if electrified by mini-grids and 0 if non-electrified). The algorithm in OnSSET determines which household are likely to be electrified in 2015 to match the current electrification rate of 15% [6], based on meeting certain conditions for night-time light (NTL), population density and distance to the grid and roads. For Madagascar the settlements were calculated to be electrified by the national grid (RI Antananarico, RI Toamasina and RI Fianarantsoa) if they a) where within 5 km from the grid and had a minimum population density of 2287 people/km2 or minimum NTL of 60 or b) within 10 km from the grid and had a minimum population density of 10000 people/km2 or by mini-grids if they c) had a population density above 3882 people/km2 and minimum NTL of 5 or maximum 20 kilometers to major roads. [1] Facebook Connectivity Lab and Center for International Earth Science Information Network - CIESIN - Columbia University (2016). High Resolution Settlement Layer (HRSL). Source imagery for HRSL © 2016 DigitalGlobe https://energydata.info/dataset/madagascar-high-resolution-settlement-layer-2015 [2] United Nations - Economic Commission for Africa. The Demographic Profile of African Countries. (2016). [3] United Nations, Department of Economic and Social Affairs, Population Division. World Urbanization Prospects: The 2014 Revision. (2014). [4] Unicef - division of data, research and policy. Generation 2030 | Africa. (2014). [5] Mentis, D. et al. Lighting the World: the first application of an open source, spatial electrification tool (OnSSET) on Sub-Saharan Africa. Environmental Research Letters. Vol. 12, nr 8. (2017). [6] USAID. Power Africa in Madagascar | Power Africa | U.S. Agency for International Development. Available at: https://www.usaid.gov/powerafrica/madagascar. (2017).
    1
    Licence not specified
    about 2 years ago
  • Digital elevation data for Benin from CIATs SRTM 90m Digital Elevation Database v4.1. The original USGS/NASA SRTM data was provided in cells of approximately 90m x 90m, which has been processed to fill no-data cells and aggregated to 1km x 1km cells by CIAT [1]. Reference: [1] Jarvis, A., H.I. Reuter, A. Nelson, E. Guevara, 2008, Hole-filled SRTM for the globe Version 4, available from the CGIAR-CSI SRTM 90m Database (http://srtm.csi.cgiar.org)
    1
    Licence not specified
    about 2 years ago
  • This dataset is put together by KTH Division of Energy Systems Analysis. It contains the transmission network data provided by African Development Bank and Open Street Map AfDB, 2011. African Development Bank. URL http://www.infrastructureafrica.org/tools/maps OSM, 2015. OpenStreetMap. OpenStreetMap. URL https://www.openstreetmap.org/
    1
    Licence not specified
    about 2 years ago
  • This dataset is put together by KTH Division of Energy Systems Analysis. It contains the power plants provided by African Development Bank and Open Street Map. AfDB, 2011. African Development Bank. URL http://www.infrastructureafrica.org/tools/maps OSM, 2015. OpenStreetMap. OpenStreetMap. URL https://www.openstreetmap.org/
    1
    Licence not specified
    about 2 years ago
  • Provided by NASA's Socioeconomic Data and Applications Centre. For details please visit http://sedac.ciesin.columbia.edu/data/set/groads-global-roads-open-access-v1/data-download
    1
    Licence not specified
    about 2 years ago
  • Health facilities in Madagascar extracted from Open Street Map data. © OpenStreetMap contributors and Geofabrik GmbH
    1
    Licence not specified
    about 2 years ago
  • Global Horizontal Irradiance on Africa in kWh/m2/year provided by IRENA's Global Atlas http://irena.masdar.ac.ae/
    1
    Licence not specified
    about 2 years ago
  • This datasets include the results of the assessment of small and mini hydropower potential in Sub Saharan Africa carried out by KTH Division of Energy Systems Analysis
    1
    Licence not specified
    about 2 years ago
  • Slope data in degrees for Madagascar with a 1km x 1km resolution. The dataset was derived by KTH-dESA based on elevation data provided by CIAT (see Jarvis et al. [1]). [1] Jarvis, A., H.I. Reuter, A. Nelson, E. Guevara, 2008, Hole-filled SRTM for the globe Version 4, available from the CGIAR-CSI SRTM 90m Database (http://srtm.csi.cgiar.org)
    1
    Licence not specified
    about 2 years ago
  • Annual average wind speed (m/s) with 1km x 1km resolution. The dataset was obtained from IRENA Global Atlas for Renewable Energy (https://irena.masdar.ac.ae/gallery/#gallery), which collects the data from the Global Wind Atlas 2.0, a free, web-based application developed, owned and operated by the Technical University of Denmark (DTU) in partnership with the World Bank Group, utilizing data provided by Vortex, with funding provided by the Energy Sector Management Assistance Program (ESMAP). For future information: https://globalwindatlas.info.
    1
    Licence not specified
    about 2 years ago
  • Annual global horizontal irradiation (kWh/m2). 1 square kilometer resolution. Solar resource data obtained from the Global Solar Atlas, owned by the World Bank Group and provided by Solargis.
    1
    Licence not specified
    about 2 years ago
  • This dataset was developed by KTH-dESA. It contains power substations in Benin based on data extracted from Open Street Map data (© OpenStreetMap contributors and Geofabrik GmbH)
    1
    Licence not specified
    about 2 years ago
  • Slope data in degrees for Benin with a 1km x 1km resolution. The dataset was derived by KTH-dESA based on elevation data provided by CIAT (see Jarvis et al. [1]). [1] Jarvis, A., H.I. Reuter, A. Nelson, E. Guevara, 2008, Hole-filled SRTM for the globe Version 4, available from the CGIAR-CSI SRTM 90m Database (http://srtm.csi.cgiar.org)
    1
    Licence not specified
    about 2 years ago
  • Mining reserves - Nigeria provided by https://www.usgs.gov/
    1
    Licence not specified
    about 2 years ago
  • Main roads in Madagascar (primary and secondary roads extracted from Open Street Map data). © OpenStreetMap contributors and Geofabrik GmbH
    1
    Licence not specified
    about 2 years ago
  • This dataset was developed by KTH-dESA. It contains power substations in Madagascar based on data extracted from Open Street Map data (© OpenStreetMap contributors and Geofabrik GmbH), Artelia Group and Jirama.
    1
    Licence not specified
    about 2 years ago
  • This dataset provides a compilation of power plants in Madagascar based on data extracted from Open Street Map data (© OpenStreetMap contributors and Geofabrik GmbH), Artelia Group and Jirama.
    1
    Licence not specified
    about 2 years ago
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