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

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

To measure human security and sensitivity of populations to climate stressors in the coastal zone of West Africa.