Combination of the following data sources: 1) ECREEE transmission network for West Africa, online at ECOWREX 2) Data collected as input to the geospatial least-cost planning for universal electricity access by 2030 developed as part of...

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 supported by the Energy Sector Management Assistance Program...

The MTF survey is a global baseline survey on household access to electricity and clean cooking, which goes beyond the binary approach to look at access as a spectrum of service levels experienced by households. Resources included are...

Digital Elevation Model (DEM) at 20m and precise DEM at 0.5m for the catchments of Kelani Ganga and Attanagalu Oya. This dataset is one of the products produced under the 2014-2016 World Bank (WBG) European Space Agency (ESA)...

Data collected and prepared for a project of the World Bank Group Energy Community of South East Europe APL 3 Montenegro Project in Montenegro. This data is based on a digitized PDF map, and so is intended as a schematic of rough...

Data collected and prepared for a project of the World Bank Group Modernization and Upgrade of Transmission Substations project in Uzbekistan. This data is based on a digitized PDF map, and so is intended as a schematic of rough...

Data collected and prepared from the Kazakhstan’s National Transmission Grid map, for a WBG published report Stuck in transition: reform experiences and challenges ahead in the Kazakhstan power sector. Includes transmission lines,...

Data collected and prepared for a project of the World Bank Group Energy Community of South East Europe APL 3 Montenegro Project in Montenegro. This data is based on a digitized PDF map, and so is intended as a schematic of rough...

The Transport Infrastructure information product shows the classification of three road types: Arterial Roads, Collector Roads and Local Roads. The Transport Infrastructure dataset is based on Very High Resolution (VHR) satellite imagery...

Data collected and prepared from the Democratic Republic of Congo Power–Mining Map, for a WBG open knowledge repository book The Power of the Mine A Transformative Opportunity for Sub-Saharan Africa. Citation: “Banerjee, Sudeshna Ghosh;...

The data includes the protected areas national parks, World Heritage Site, reserves in DRC. The World Database on Protected Areas (WDPA) is a joint project between the United Nations Environment Programme (UNEP) and the International...

For the Denpasar area short-term flooding close to rivers and waterways in the rainy season (November – March) is typical.The present Geodatabase includes two shp-files for rough estimation of potential flooding zones: a....

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 cloudbursts Scenario a.) and b.) may occur at the same time. The...

Data collected and prepared from the Kazakhstan’s National Transmission Grid map, for a WBG published report Stuck in transition: reform experiences and challenges ahead in the Kazakhstan power sector. Includes transmission lines,...

Probable informal settlements over Dhaka (Bangladesh) contains spatial explicit information about position of slums as identified in 2006 & 2010 from ancillary data sources and in 2017 by interpretation of VHR satellite imagery. The...

For the urban and peri-urban area of St. Louis, three main flood scenarios have to be considered: a. Fluvial floods (seasonal floods from the Senegal River) after heavy tropical rains in the upper part of the catchment area (mainly from...

For the Semarang area generally two types of floods are typical and have to be taken into account accordingly: a. Tidal floods in coastal areas due to land subsidence Rates ranging from 1 to 17 cm/year. These results are confirmed by the...

Combination of the following data sources: 1) data collected and prepared for a project of the World Bank Group in January 2014 2) The Africa Infrastructure Country Diagnostic (AICD) study 3) OSM data © OpenStreetMap contributors This...

The Transport Infrastructure information product shows the classification of three road types: Arterial Roads, Collector Roads and Local Roads. The Transport Infrastructure dataset is based on Very High Resolution (VHR) satellite imagery...

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...