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SDG Indicator 7.1.1: Access to Electricity, 2023 Release (2020 – 2022)

Sustainable Development Goal Indicators (SDGI)

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.

SDG Indicator 11.2.1: Urban Access to Public Transport, 2023 Release (2015 – 2022)

Sustainable Development Goal Indicators (SDGI)

To provide urban center level estimates of the proportion of population that has convenient access to public transportation.

SDG Indicator 9.1.1: The Rural Access Index (RAI), 2023 Release (2015 – 2022)

Sustainable Development Goal Indicators (SDGI)

To provide national and subnational estimates of SDG indicator 9.1.1, which measures the proportion of the rural population who live within 2 kilometers of an all-season road.

SDG Indicator 11.7.1: Urban Public Space, Availability and Access, 2023 Release (2015 – 2022)

Sustainable Development Goal Indicators (SDGI)

To provide urban center level estimates of the average share of the built-up area of cities that is open space for public use for all.

Yale Center for Earth Observation (YCEO) Surface Urban Heat Islands, v4 (2003 – 2018)

Satellite-Derived Environmental Indicators

To provide global estimates of the surface urban heat island intensity from monthly, seasonal, to annual scales for over 10,000 urban clusters developed using a simplified urban-extent algorithm.

Groundswell Spatial Population and Migration Projections at One-Eighth Degree According to SSPs and RCPs, v1 (2010 – 2050)

Climate Migration

To provide a data set that allows users to understand how slow-onset climate change impacts on water availability and crop productivity, coupled with sea-level rise and storm surge, may affect the future population distribution and climate-related internal migration in low to middle income countries.

Annual PM2.5 Concentrations for Countries and Urban Areas, v1 (1998 – 2016)

Satellite-Derived Environmental Indicators

To provide an annual global surface of concentrations (micrograms per cubic meter) of mineral dust and sea-salt filtered fine particulate matter of 2.5 micrometers or smaller (PM2.5) in countries and urban areas for large-scale health and environmental research

Global High Resolution Daily Extreme Urban Heat Exposure (UHE-Daily), v1 (1983 – 2016)

Satellite-Derived Environmental Indicators

To provide a high-resolution, longitudinal global data set of extreme urban heat events and urban heat exposure.

Urban Extent Polygons, v1.02 (1995)

Global Rural-Urban Mapping Project (GRUMP), v1

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

Food Insecurity Hotspots Data Set, v1 (2009 – 2019)

Food Security

To provide gridded data that identify the level of intensity and frequency of food insecurity over the 10 years between 2009 and 2019, as well as hotspot areas that have experienced consecutive food insecurity events, based on FEWS NET Food Security Data.

Settlement Points, v1.01 (1990, 1995, 2000)

Global Rural-Urban Mapping Project (GRUMP), v1

To provide populated place (point) data with consistent population estimates.

Global Urban Heat Island (UHI) Data Set, v1 (2013)

Satellite-Derived Environmental Indicators

To provide a global data set of average summer daytime maximum/nighttime minimum land surface temperatures (LSTs) for urban extents, as well as the LST difference between the urban area and the buffer.

National Administrative Boundaries, v1 (2000)

Global Rural-Urban Mapping Project (GRUMP), v1

To permit cartographic display of countries and territories that exactly match the GRUMPv1 population surfaces

Settlement Points, v1 (1990, 1995, 2000)

Global Rural-Urban Mapping Project (GRUMP), v1

To provide populated place (point) data with consistent population estimates.

Coastlines, v1 (2000)

Global Rural-Urban Mapping Project (GRUMP), v1

To permit cartographic display of coastlines that exactly match the GRUMPv1 population surfaces.

Last of the Wild (Geographic), v2 (1995 – 2004)

Last of the Wild, v2

To provide an updated map of wild areas in geographic projection which can be used in wildlife conservation planning, natural resource management, and research on human-environment interactions.

Last of the Wild (IGHP), v2 (1995 – 2004)

Last of the Wild, v2

To provide an updated map of wild areas in Interrupted Goode Homolosine Projection which can be used for wildlife conservation planning, natural resource management, and research on human-environment interactions.

MA Ecosystems, v1 (2000)

Millennium Ecosystem Assessment (MA)

To preserve access to the original ecosystems data used by the Millennium Ecosystem Assessment (MA) and other related research.

MA Biodiversity, v1 (1950 – 2001)

Millennium Ecosystem Assessment (MA)

To preserve access to the original biodiversity data used by the Millennium Ecosystem Assessment (MA) and other related research.

Top One Percent Wild Areas (IGHP), v1 (1992 – 1995)

Last of the Wild, v1

To provide a map of the wildest areas in Interrupted Goode Homolosine Projection which can be used in wildlife conservation planning, natural resource management, and research on human-environment interactions.

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