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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 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.

Global (GL) Annual PM2.5 Grids from MODIS, MISR and SeaWiFS Aerosol Optical Depth (AOD), v4.03 (1998 – 2019)

Satellite-Derived Environmental Indicators

To provide an annual global surface of concentrations (micrograms per cubic meter) of all composition ground-level fine particulate matter of 2.5 micrometers or smaller (PM2.5) for large-scale health and environmental research.

Population (POP), Built-Up Estimates (BUILT), and Degree of Urbanization Settlement Model Grid (SMOD), v1 (1975, 1990, 2000, 2014, 2015)

Global Human Settlement Layer (GHSL)

To provide global data on human population, built up area, and degree of urbanization for the years 1975, 1990, 2000, and 2014/2015 in the World Geodetic System 1984 (WGS84) geographic coordinate system.

VIIRS Plus DMSP Change in Lights (VIIRS+DMSP dLIGHT), v1 (1992, 2002, 2013)

Satellite-Derived Environmental Indicators

To visualize changes in brightness and extent of global nighttime lights networks over two decades with improved radiometric accuracy and finer spatial resolution.

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.

Urban Extents from VIIRS and MODIS for the Continental U.S. Using Machine Learning Methods, v1 (2015)

Urban Spatial Data

To provide representations of urban areas in the Continental U.S. in the year 2015 to support sustainable urban development planning in accordance with the growth of urban areas.

Global 3-Year Running Mean Ground-Level NO2 Grids from GOME, SCIAMACHY and GOME-2, v1 (1996 – 2012)

Satellite-Derived Environmental Indicators

To provide a continuous surface of NO2 concentrations for health and environmental research.

Global Population Count Grid Time Series Estimates, v1 (1970 – 2000)

Population Dynamics

To provide back-cast population count estimates at 30 arc-second (~1 km) resolution.

Global Population Density Grid Time Series Estimates, v1 (1970 – 2000)

Population Dynamics

To provide back-cast population density estimates at 30 arc-second (~1 km) resolution.

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.

Global Grid of Probabilities of Urban Expansion to 2030, v1 (2000 – 2030)

Land Use and Land Cover

To assess likely future areas of urban expansion up to the year 2030.

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.

Global Estimated Net Migration Grids By Decade, v1 (1970 – 2000)

Population Dynamics

To provide estimates of net-migration (in-migration minus out-migration) per one-kilometer grid cell on a decadal basis for the 1970s, 1980s, and 1990s.

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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