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Satellite-Derived Environmental Indicators

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  • Collection Overview
  • Data Sets (10)
    • VIIRS Plus DMSP Change in Lights (VIIRS+DMSP dLIGHT), v1 (1992, 2002, 2013)
    • Annual PM2.5 Concentrations for Countries and Urban Areas, v1 (1998 – 2016)
    • Global (GL) Annual PM2.5 Grids from MODIS, MISR and SeaWiFS Aerosol Optical Depth (AOD), v4.03 (1998 – 2019)
    • Global 3-Year Running Mean Ground-Level NO2 Grids from GOME, SCIAMACHY and GOME-2, v1 (1996 – 2012)
    • Global Fire Emissions Indicators, Country-Level Tabular Data, v1 (1997 – 2015)
    • Global Fire Emissions Indicators, Grids, v1 (1997 – 2015)
    • Global High Resolution Daily Extreme Urban Heat Exposure (UHE-Daily), v1 (1983 – 2016)
    • Global Summer Land Surface Temperature (LST) Grids, v1 (2013)
    • Global Urban Heat Island (UHI) Data Set, v1 (2013)
    • Trends in Global Freshwater Availability from the Gravity Recovery and Climate Experiment (GRACE), v1 (2002 – 2016)
  • Map Gallery (65)
  • Map Services (14)
  • Citations

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

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Data:
View Recommended Citation(s)
X
Recommended Citation(s)*:

Small, C., and Center for International Earth Science Information Network - CIESIN - Columbia University. 2020. VIIRS Plus DMSP Change in Lights (VIIRS+DMSP dLIGHT). Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC). https://doi.org/10.7927/9ryj-6467. Accessed DAY MONTH YEAR.

ENW (EndNote & RefWorks)†
RIS (Others)

Small, C., D. Sousa, G. Yetman, C. Elvidge, and K. MacManus. 2018. Decades of Urban Growth and Development on the Asian Megadeltas. Global and Planetary Change 165: 62-89. https://doi.org/10.1016/j.gloplacha.2018.03.005.

ENW (EndNote & RefWorks)†
RIS (Others)

* When authors make use of data they should cite both the data set and the scientific publication, if available. Such a practice gives credit to data set producers and advances principles of transparency and reproducibility. Please visit the data citations page for details. Users who would like to choose to format the citation(s) for this dataset using a myriad of alternate styles can copy the DOI number and paste it into Crosscite's website.

† For EndNote users, please check the Research Note field for issues with importing authors that are organizations when using the ENW file format.

The data are available for download in GeoTIFF (.tif) here [349 MB zip file].

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