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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.

Sub-global Scenarios that Extend the Global SSP Narratives: Literature Database, v1 (2014 – 2021)

Shared Socioeconomic Pathways (SSPs)

To provide a literature database tracking the use of the sub-global scenarios consisting of Shared Socioeconomic Pathways (SSPs) and Representative Concentration Pathways (RCPs) that extend the global SSP narratives and framework for climate, socioeconomic, environmental, and other related research.

SSPs Literature Database, v1 (2014 – 2019)

Shared Socioeconomic Pathways (SSPs)

To provide a literature database tracking the use of a global scenarios framework consisting of Shared Socioeconomic Pathways (SSPs), Representative Concentration Pathways (RCPs), and Shared Policy Assumptions (SPAs), for climate, socioeconomic, environmental, and other related research.

Global Human Modification of Terrestrial Systems, v1 (2016)

Land Use and Land Cover

To provide a cumulative measure of human modification of terrestrial lands based on modeling the physical extents of 13 anthropogenic stressors and their estimated impacts using spatially-explicit global data sets.

Global Development Potential Indices, v1 (2016)

Land Use and Land Cover

To provide spatially-explicit data that relatively rank global land suitability referred to as Development Potential Indices (DPIs) for 13 sectors related to renewable energy, fossil fuels, mining and agriculture as an aid to conservation priority setting.

Development Threat Index, v1 (2015)

Land Use and Land Cover (LULC)

To provide a future development threat map based on combining these resources: agricultural expansion, urban expansion, conventional oil and gas, unconventional oil and gas, coal, mining, biofuels, solar, and wind.

Subset of OpenStreetMap Roads, v1 (2014)

West Africa Coastal Vulnerability Mapping

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

Subset of JRC Map of Accessibility, v1 (1987 – 2008)

West Africa Coastal Vulnerability Mapping

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

Global Human Built-up And Settlement Extent (HBASE) Dataset From Landsat, v1 (2010)

Global High Resolution Urban Data from Landsat

To provide high spatial resolution estimates of global urban extent derived from global 30m Landsat satellite data for the target year 2010 and a companion dataset to the Global Man-made Impervious Surface (GMIS) dataset.

Global Man-made Impervious Surface (GMIS) Dataset From Landsat, v1 (2010)

Global High Resolution Urban Data from Landsat

To provide high spatial resolution estimates of global man-made imperviousness for the target year 2010, derived from global 30m Landsat satellite data and a companion dataset to the Global Human Built-up And Settlement Extent (HBASE) dataset.

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.

Global Summer Land Surface Temperature (LST) Grids, v1 (2013)

Satellite-Derived Environmental Indicators

To provide raster representations of global summer daytime maximum and nighttime minimum surface temperature for studies related to human health and climate change.

Dar es Salaam Land Use and Informal Settlement Data Set, v1 (1982, 1992, 1998, 2002)

Urban Spatial Data

To provide urban land use and informal settlements for the years 1982, 1992, 1998, and 2002 in Dar es Salaam, Tanzania.

Population Exposure Estimates in Proximity to Nuclear Power Plants, Locations, v1 (1956 – 2012)

Energy Infrastructure

To provide a global data set of point locations and attributes describing nuclear power plants and reactors.

Population Exposure Estimates in Proximity to Nuclear Power Plants, Country-Level Aggregates, v1 (1990, 2000, 2010)

Energy Infrastructure

To provide estimates of total, urban and rural populations and land areas in proximity to nuclear power plants.

ATSDR Hazardous Waste Site Polygon Data with CIESIN Modifications, v2 (2010)

Superfund Site Footprints

To provide an easily accessible, corrected data set of polygons for hazardous waste sites in the United States which can be used to identify nearby populations and assess their potential risk.

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