A 2025 update to the Ghana administrative level 0-2 boundaries dataset

To allow users to explore Mainstem Rivers in the contiguous United States and discover various datasets from across the web with a single click.

To provide a geographic representation of settlements in Ghana, in two forms: (1) settlement polygons, and (2) spatial points depicting the centroids of settled grid cells at 3-arc seconds (or ~100 meters) contained within settlement polygons.

To depict settlement places within Ghana

To depict administrative boundaries between West and Central African countries

To build an accurate population map using satellite imagery and census data.

To provide relevant insights of exposure risk and appropriate measures to achieve safely managed sanitation in the case study

To quantify GHG emissions from the containment component of the container-based sanitation (CBS) system,

To provide data and information on water points (wells, springs, tap stands)

To provide population statistics for administrative level 0-2

To provide details of Kenya's administrative level 0-2 boundaries

To support research and planning of water and solid waste management in Cap Haïtien, Haiti

To provide a visualization of populated areas in Kenya

To provide the population of hamlets, villages and towns in Kenya

To evaluate the potential system benefits of expanding the role of CBS in the urban sanitation system of an LMIC.

To understand user experience of the Clean Team Ghana (CTG) service from both the quality of service and the quality-of-life perspectives

To answer the question on how the provision of a household CBS option changes household sanitation behaviours and the share of the excreta produced in the community that is safely managed to meet public health objectives

To measure changes in participating households’ perceptions and attitudes toward sanitation services before and after the CBS pilot and; To compare the magnitude of change among enrolled households with that of 248 comparison households.

To investigate mechanisms by which regular emptying and servicing of containers by a CBS provider can be achieved efficiently.

To assess occupational exposure to rotavirus and Shigella spp. during CBS urine collection and subsequent struvite fertilizer production in eThekwini, South Africa.