To provide national and subnational estimates of SDG indicator 7.1.1, the proportion of the population with access to electricity, produced using global open data.

To provide a database of inequality measures using satellite and population data at a global scale.

To provide a polygon representation of urban areas with city or agglomeration name and time series population estimates.

To visualize changes in brightness and extent of global nighttime lights networks over two decades with improved radiometric accuracy and finer spatial resolution.

To provide representations of urban areas in the Continental U.S. in the year 2015 to support sustainable urban development planning in accordance with the growth of urban areas.

To provide roads linking rural production to urban markets in the coastal zone of West Africa that represent an important exposed infrastructure asset.

To provide areas of higher richness of threatened species which may be at risk from climate stressors in the coastal zone of West Africa.

To provide high and low resolution elevation in forested ecosystems in the coastal zone of West Africa.

To provide a measure of social vulnerability and "defenselessness" in the face of climate stressors in the coastal zone of West Africa.

To provide market accessibility in the coastal zone of West Africa.

To provide mangrove forests in the coastal zone of West Africa that may be exposed to the threats of sea level rise and storm surge.

To provide areas in the coastal zone of West Africa that may be particularly exposed to climate stressors owing to high population growth rates.

To provide areas in West Africa that may be particularly exposed to climate stressors owing to future high population growth.

To provide areas in the coastal zone of West Africa that may be particularly exposed to climate stressors owing to high population density.

To provide maternal education levels and poverty in West Africa.

To provide poverty levels in the coastal zone of West Africa.

To provide areas of forest cover loss in the coastal zone of West Africa.

To provide a measure of economic activity in the coastal zone of West Africa based on nighttime lights.

To provide crop production for five higher-value export crops in West Africa to aid in estimating production value.

To assess relative levels of economic activity in the coastal zone of West Africa.