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Satellite-Derived Environmental Indicators

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  • Collection Overview
  • Data Sets (10)
  • Map Gallery (65)
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    Agriculture (1)
    Climate (7)
    Hazards (8)
    Health (15)
    Infrastructure (6)
    Land Use (8)
    Remote Sensing (17)
    Sustainability (16)
    Urban (14)
    Water (1)
  • Map Services (14)
  • Citations
Data Sets » Region: GlobalRemove Facet
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NO2 Grids (1996-1998)

Map: NO2 Grids (1996-1998)
Hi-Resolution: PDF | PNG

NO2 Grids (2010-2012)

Map: NO2 Grids (2010-2012)
Hi-Resolution: PDF | PNG

PM 2.5 Grids V4.GL.03 (1998-2019): % Change

Map: PM 2.5 Grids V4.GL.03 (1998-2019): % Change
Hi-Resolution: PDF | PNG

PM 2.5 Grids V4.GL.03 (1998-2019): Trend Avg Change

Map: PM 2.5 Grids V4.GL.03 (1998-2019): Trend Avg Change
Hi-Resolution: PDF | PNG

PM 2.5 Grids V4.GL.03 (2008)

Map: PM 2.5 Grids V4.GL.03 (2008)
Hi-Resolution: PDF | PNG

PM 2.5 Grids V4.GL.03 (2019)

Map: PM 2.5 Grids V4.GL.03 (2019)
Hi-Resolution: PDF | PNG

PM 2.5 Grids V4.GL.03 (1998)

Map: PM 2.5 Grids V4.GL.03 (1998)
Hi-Resolution: PDF | PNG

UHI Average Summer Daytime Maximum Surface Temperature (2013)

Map: UHI Average Summer Daytime Maximum Surface Temperature (2013)
Hi-Resolution: PDF | PNG

UHI Average Summer Nighttime Minimum Surface Temperature (2013)

Map: UHI Average Summer Nighttime Minimum Surface Temperature (2013)
Hi-Resolution: PDF | PNG

UHI Summer Daytime Urban-Rural Temperature Difference (2013)

Map: UHI Summer Daytime Urban-Rural Temperature Difference (2013)
Hi-Resolution: PDF | PNG

UHI Summer Nighttime Urban-Rural Temperature Difference (2013)

Map: UHI Summer Nighttime Urban-Rural Temperature Difference (2013)
Hi-Resolution: PDF | PNG

Summer Daytime Maximum LST (2013)

Map: Summer Daytime Maximum LST (2013)
Hi-Resolution: PDF | PNG

Summer Nighttime Minimum LST (2013)

Map: Summer Nighttime Minimum LST (2013)
Hi-Resolution: PDF | PNG

Total Area Burned All Fire Types (2015)

Map: Total Area Burned All Fire Types (2015)
Hi-Resolution: PDF | PNG

Total Carbon Content All Fire Types (2015)

Map: Total Carbon Content All Fire Types (2015)
Hi-Resolution: PDF | PNG

GRACE Freshwater Availability Trends (2002-2016)

Map: GRACE Freshwater Availability Trends (2002-2016)
Hi-Resolution: PDF | PNG

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

Map: VIIRS Plus DMSP Change in Lights (1992, 2002, 2013)
Hi-Resolution: PDF | PNG
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