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 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....

In 2022, the ESMAP Gender and Energy Program and RISE created a database on gender-related indicators relevant to the energy sector. The energy sector plays a critical role in promoting gender equality, as access to energy, both...

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 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 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 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....

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....

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 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....

Product Market Regulation (PMR) indicators assess the extent to which public policies promote or inhibit market forces in several areas of product markets. Each of the areas addressed within the PMR methodology sheds light on specific...

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...

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 provided in a geographic spatial reference (EPSG:4326). The...

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 attribute table are as follows: Class 1 - Regular Residential (small...

The dataset contains location of streamline in Zambia

Earthquakes represent a serious threat to the people and institutions of Afghanistan. As part of a United States Agency for International Development (USAID) effort to assess the resource potential and seismic hazards of Afghanistan, the...

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...

Airport locations were extracted and mapped from a repository of air traffic flow, and international airports were extracted. Airports were attributed with total seats from the most recent year reported; most recent year for any airport...

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...

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...