# Datasets tagged accessibility in Earth Engine - |---| | [### Malaria Atlas Project Accessibility to Cities 2015 ![](https://developers.google.com/earth-engine/datasets/images/malariaatlasproject/projects_malariaatlasproject_assets_accessibility_accessibility_to_cities_2015_v1_0_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_malariaatlasproject_assets_accessibility_accessibility_to_cities_2015_v1_0) | | This global accessibility map enumerates land-based travel time to the nearest densely-populated area for all areas between 85 degrees north and 60 degrees south for a nominal year 2015. Densely-populated areas are defined as contiguous areas with 1,500 or more inhabitants per square kilometer or ... | | [accessibility](https://developers.google.com/earth-engine/datasets/tags/accessibility) [malariaatlasproject](https://developers.google.com/earth-engine/datasets/tags/malariaatlasproject) [map](https://developers.google.com/earth-engine/datasets/tags/map) [population](https://developers.google.com/earth-engine/datasets/tags/population) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### Malaria Atlas Project Accessibility to Healthcare 2019 ![](https://developers.google.com/earth-engine/datasets/images/malariaatlasproject/projects_malariaatlasproject_assets_accessibility_accessibility_to_healthcare_2019_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_malariaatlasproject_assets_accessibility_accessibility_to_healthcare_2019) | | This global accessibility map enumerates land-based travel time (in minutes) to the nearest hospital or clinic for all areas between 85 degrees north and 60 degrees south for a nominal year 2019. Major data collection efforts underway by OpenStreetMap, Google Maps, and academic researchers have ... | | [accessibility](https://developers.google.com/earth-engine/datasets/tags/accessibility) [malariaatlasproject](https://developers.google.com/earth-engine/datasets/tags/malariaatlasproject) [map](https://developers.google.com/earth-engine/datasets/tags/map) [population](https://developers.google.com/earth-engine/datasets/tags/population) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### Malaria Atlas Project Accessibility to Healthcare 2019 (Walking Only) ![](https://developers.google.com/earth-engine/datasets/images/malariaatlasproject/projects_malariaatlasproject_assets_accessibility_accessibility_to_healthcare_2019_walking_only_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_malariaatlasproject_assets_accessibility_accessibility_to_healthcare_2019_walking_only) | | This global accessibility map enumerates land-based travel time (in minutes) to the nearest hospital or clinic for all areas between 85 degrees north and 60 degrees south for a nominal year 2019. This surface is based on "walking-only" travel time, using non-motorized means of transportation ... | | [accessibility](https://developers.google.com/earth-engine/datasets/tags/accessibility) [malariaatlasproject](https://developers.google.com/earth-engine/datasets/tags/malariaatlasproject) [map](https://developers.google.com/earth-engine/datasets/tags/map) [population](https://developers.google.com/earth-engine/datasets/tags/population) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### Malaria Atlas Project Global Friction Surface 2015 ![](https://developers.google.com/earth-engine/datasets/images/malariaatlasproject/projects_malariaatlasproject_assets_accessibility_friction_surface_2015_v1_0_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_malariaatlasproject_assets_accessibility_friction_surface_2015_v1_0) | | Friction Surface 2019". This global friction surface enumerates land-based travel speed for all land pixels between 85 degrees north and 60 degrees south for a nominal year 2015. This map was produced through a collaboration between the University of Oxford Malaria Atlas Project (MAP), Google, ... | | [accessibility](https://developers.google.com/earth-engine/datasets/tags/accessibility) [malariaatlasproject](https://developers.google.com/earth-engine/datasets/tags/malariaatlasproject) [map](https://developers.google.com/earth-engine/datasets/tags/map) [population](https://developers.google.com/earth-engine/datasets/tags/population) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### Malaria Atlas Project Global Friction Surface 2019 ![](https://developers.google.com/earth-engine/datasets/images/malariaatlasproject/projects_malariaatlasproject_assets_accessibility_friction_surface_2019_v5_1_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_malariaatlasproject_assets_accessibility_friction_surface_2019_v5_1) | | This global friction surface enumerates land-based travel speed for all land pixels between 85 degrees north and 60 degrees south for a nominal year 2019. This map was produced through a collaboration between MAP (University of Oxford), Telethon Kids Institute (Perth, Australia), Google, and the ... | | [accessibility](https://developers.google.com/earth-engine/datasets/tags/accessibility) [malariaatlasproject](https://developers.google.com/earth-engine/datasets/tags/malariaatlasproject) [map](https://developers.google.com/earth-engine/datasets/tags/map) [population](https://developers.google.com/earth-engine/datasets/tags/population) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) | - |---| | [### Malaria Atlas Project Global Friction Surface 2019 (Walking Only) ![](https://developers.google.com/earth-engine/datasets/images/malariaatlasproject/projects_malariaatlasproject_assets_accessibility_friction_surface_2019_v5_1_walking_only_sample.png)](https://developers.google.com/earth-engine/datasets/catalog/projects_malariaatlasproject_assets_accessibility_friction_surface_2019_v5_1_walking_only) | | This global friction surface enumerates land-based travel speed for all land pixels between 85 degrees north and 60 degrees south for a nominal year 2019. This surface is based on "walking-only" travel speed, using non-motorized means of transportation only. This map was produced through a ... | | [accessibility](https://developers.google.com/earth-engine/datasets/tags/accessibility) [malariaatlasproject](https://developers.google.com/earth-engine/datasets/tags/malariaatlasproject) [map](https://developers.google.com/earth-engine/datasets/tags/map) [population](https://developers.google.com/earth-engine/datasets/tags/population) [publisher-dataset](https://developers.google.com/earth-engine/datasets/tags/publisher-dataset) |