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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.

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.

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.

India Village-Level Geospatial Socio-Economic Data Set, v1 (1991, 2001)

India Data Collection

To provide data that can be used in independent spatial statistical analyses, construction of development-related indices, or in combination with remote sensing data in order to identify spatio-temporal patterns and/or changes in different demographic categories, such as male, female, urban, rural, level of education, etc.

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.

Ancillary Data, v1 (1998 – 2007)

Indicators of Coastal Water Quality

To provide data that can assist in the extraction and analysis of chlorophyll-a concentration and trends from global grids.

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 Climate and Land Cover, v1 (1901 – 2000)

Millennium Ecosystem Assessment (MA)

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

MA Rapid Land Cover Change, v1 (1901 – 2015)

Millennium Ecosystem Assessment (MA)

To preserve access to the original rapid land cover change 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.

Last of the Wild (IGHP), v1 (1992 – 1995)

Last of the Wild, v1

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

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

Last of the Wild, v1

To provide a map of the wildest 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 (Geographic), v1 (1992 – 1995)

Last of the Wild, v1

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

Central American Vegetation/Land Cover Classification and Conservation Status, v1 (1992 – 1993)

Land Use and Land Cover (LULC)

To identify remaining natural vegetation types in Central America.

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