Population density per pixel at 100 metre resolution. WorldPop provides estimates of numbers of people residing in each 100x100m grid cell for every low and middle income country. Through ingegrating cencus, survey, satellite and GIS...

The Transport Infrastructure information products show the classification of three road types: Arterial Roads, Collector Roads and Local Roads. The Transport Infrastructure datasets are based on Very High Resolution (VHR) satellite...

The Distrubuted Renewable Energy (DRE) Atlas is an open-access, publicly accessible, web-based, and interactive platform providing detailed information on settlements across 58 countries. This platform enables users to easily navigate...

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...

Least-cost scenario - population connected to the grid extension

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 GEP provides a high-level overview of the...

This dataset contains solar rooftop potential data (suitable rooftop area, installable capacity, estimated yearly electricity generation, and building type ) at individual building structure level for a sample area of interest in Lagos....

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 Distrubuted Renewable Energy (DRE) Atlas is an open-access, publicly accessible, web-based, and interactive platform providing detailed information on settlements across 58 countries. This platform enables users to easily navigate...

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...

Megacity Dhaka encounters various kinds of natural disasters quite frequently owing to its geographical location and a number of other physical and environmental conditions including low topography, land characteristics, multiplicity of...

This shapefile contains watersheds in Ethiopia.

Data for power plants in Guinea Bisau with total installed generating capacity 10 mw from the Platts World Electric Power Plants Database (WEPP 2006).

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 GEP provides a high-level overview of the...

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...

RISE is a set of indicators to help compare national policy and regulatory frameworks for sustainable energy. It assesses countries’ policy and regulatory support for each of the three pillars of sustainable energy—access to modern...

Data collected and organized as input to the geospatial least-cost planning for universal electricity access by 2030 as part of the the project funded by the World Bank for Myanmar National Electrification Plan (NEP).The dataset list the...

A Sierra Leone subset of this dataset: ECOWAS region - Existing and Planned Transmission Grid (2017) Existing and planned transmission grid network (medium and high voltage lines) in the ECOWAS Region. Also covers other regions of West...

This dataset demonstrates powerlines in Eswatini. It contains low voltage (440V) and 11kV distribution networks as well as higher voltage transmission grid data provided by EEC. It is in shapefile (line) and CSV format.

Education facilities in Madagascar extracted from Open Street Map data. © OpenStreetMap contributors and Geofabrik GmbH