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...

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...

The India Lights platform shows light output at night for 20 years for 600,000 villages across India. The Defense Meteorological Satellite Program (DMSP) has taken pictures of the Earth every night from 1993 to 2013. Researchers at the...

Relevant indicators drawn from the World Development Indicators, reorganized according to the goals and targets of the Sustainable Development Goals (SDGs). These indicators may help to monitor SDGs, but they are not always the official...

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 planning....

Data for medium and high voltage transmission lines in Cote d'Ivoire. The data were compiled for the AICD study led by the World Bank. A variety of sources were consulted, including regional power pool documents and maps from World...

The location of arthisanal mining sites was obtained from the IPIS, more information here: https://ipisresearch.be/home/maps-data/maps-of-drc/

This shapefile contains water bodies in Ivory Coast.

Ground measured solar irradiation and meteorological data for Laisamis, Narok and Homa Bay.

Ports were extracted from the UNCE global repository (https://service.unece.org/trade/locode/ca.htm), and were combined with port flows data from LPI logisitcs. All ports with...

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...

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...

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...

Maps with wind speed, wind rose and wind power density potential in Japan. The GIS data stems from the Global Wind Atlas (http://globalwindatlas.info/). GIS data is available as JSON and CSV. The second link provides poster size (.pdf)...

Data for medium and high voltage transmission lines in Burundi. The data were compiled for the AICD study led by the World Bank. A variety of sources were consulted, including regional power pool documents and maps from World Bank...

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 data to...

List of largest floating solar PV plants globally, prepared by Solarplaza and made available through http://www.solarassetmanagement.us/. Last updated November 2016 More information, and background article available at...

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...

The Rethinking Power Sector Reform in the Developing World study is based on global data as well as 17 deep dive case studies that included data on 28 utilities, 17 regulators and national power sectors. The dataset provides access to...

This shapefile contains rivers in Ghana.