VARIABLE: SR_PCODE DESCRIPTION: State/Region P-Code NOTE: UNIT: text YEAR: 2015 LEVEL: TS SOURCE: MIMU RECONFIG: TAF VARIABLE: SR_NAME DESCRIPTION: State/Region Name NOTE: UNIT: text YEAR: 2015 LEVEL: TS SOURCE: GAD RECONFIG: TAF VARIABLE: SR_MM_NAME DESCRIPTION: State/Region MM Name NOTE: UNIT: text YEAR: 2015 LEVEL: TS SOURCE: GAD RECONFIG: TAF VARIABLE: TS_PCODE DESCRIPTION: Township P-Code NOTE: UNIT: text YEAR: 2015 LEVEL: MIMU SOURCE: GAD RECONFIG: TAF VARIABLE: TS_NAME DESCRIPTION: Township Name NOTE: UNIT: text YEAR: 2015 LEVEL: TS SOURCE: GAD RECONFIG: TAF VARIABLE: TS_MM_NAME DESCRIPTION: Township MM Name NOTE: UNIT: text YEAR: 2015 LEVEL: TS SOURCE: GAD RECONFIG: TAF VARIABLE: LUMEANTS92 DESCRIPTION: Luminosity Rating Mean - 1992 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1992 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS92 DESCRIPTION: Luminosity Rating Median - 1992 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1992 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS93 DESCRIPTION: Luminosity Rating Mean - 1993 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1993 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS93 DESCRIPTION: Luminosity Rating Median - 1993 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1993 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS94 DESCRIPTION: Luminosity Rating Mean - 1994 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1994 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS94 DESCRIPTION: Luminosity Rating Median - 1994 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1994 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS95 DESCRIPTION: Luminosity Rating Mean - 1995 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1995 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS95 DESCRIPTION: Luminosity Rating Median - 1995 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1995 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS96 DESCRIPTION: Luminosity Rating Mean - 1996 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1996 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS96 DESCRIPTION: Luminosity Rating Median - 1996 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1996 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS97 DESCRIPTION: Luminosity Rating Mean - 1997 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1997 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS97 DESCRIPTION: Luminosity Rating Median - 1997 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1997 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS98 DESCRIPTION: Luminosity Rating Mean - 1998 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1998 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS98 DESCRIPTION: Luminosity Rating Median - 1998 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1998 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS99 DESCRIPTION: Luminosity Rating Mean - 1999 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1999 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS99 DESCRIPTION: Luminosity Rating Median - 1999 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 1999 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS00 DESCRIPTION: Luminosity Rating Mean - 2000 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2000 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS00 DESCRIPTION: Luminosity Rating Median - 2000 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2000 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS01 DESCRIPTION: Luminosity Rating Mean - 2001 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2001 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS01 DESCRIPTION: Luminosity Rating Median - 2001 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2001 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS02 DESCRIPTION: Luminosity Rating Mean - 2002 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2002 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS02 DESCRIPTION: Luminosity Rating Median - 2002 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2002 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS03 DESCRIPTION: Luminosity Rating Mean - 2003 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2003 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS03 DESCRIPTION: Luminosity Rating Median - 2003 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2003 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS04 DESCRIPTION: Luminosity Rating Mean - 2004 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2004 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS04 DESCRIPTION: Luminosity Rating Median - 2004 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2004 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS05 DESCRIPTION: Luminosity Rating Mean - 2005 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2005 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS05 DESCRIPTION: Luminosity Rating Median - 2005 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2005 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS06 DESCRIPTION: Luminosity Rating Mean - 2006 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2006 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS06 DESCRIPTION: Luminosity Rating Median - 2006 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2006 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS07 DESCRIPTION: Luminosity Rating Mean - 2007 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2007 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS07 DESCRIPTION: Luminosity Rating Median - 2007 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2007 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS08 DESCRIPTION: Luminosity Rating Mean - 2008 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2008 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS08 DESCRIPTION: Luminosity Rating Median - 2008 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2008 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS09 DESCRIPTION: Luminosity Rating Mean - 2009 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2009 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS09 DESCRIPTION: Luminosity Rating Median - 2009 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2009 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS10 DESCRIPTION: Luminosity Rating Mean - 2010 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2010 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS10 DESCRIPTION: Luminosity Rating Median - 2010 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2010 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS11 DESCRIPTION: Luminosity Rating Mean - 2011 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2011 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS11 DESCRIPTION: Luminosity Rating Median - 2011 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2011 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS12 DESCRIPTION: Luminosity Rating Mean - 2012 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2012 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS12 DESCRIPTION: Luminosity Rating Median - 2012 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2012 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS13 DESCRIPTION: Luminosity Rating Mean - 2013 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2013 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS13 DESCRIPTION: Luminosity Rating Median - 2013 (0-63) NOTE: Data uses satellite imagery reported as a six-bit digital number (ranging from 0-63) for every 30 arc-second pixel. The mean light intensity is calculated as the mean over all pixels within a township. Calculated utilizing Defense Meteorological Satellite Program (DMSP)-Operational Linescan System (OLS) Nighttime Lights Time Series, National Oceanic and Atmospheric Administration (NOAA) UNIT: out of 63 YEAR: 2013 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS14 DESCRIPTION: Luminosity Rating Mean - 2014 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2014 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS14 DESCRIPTION: Luminosity Rating Median - 2014 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2014 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS15 DESCRIPTION: Luminosity Rating Mean - 2015 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2015 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS15 DESCRIPTION: Luminosity Rating Median - 2015 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2015 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS16 DESCRIPTION: Luminosity Rating Mean - 2016 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2016 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS16 DESCRIPTION: Luminosity Rating Median - 2016 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2016 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS17 DESCRIPTION: Luminosity Rating Mean - 2017 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2017 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS17 DESCRIPTION: Luminosity Rating Median - 2017 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2017 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEANTS18 DESCRIPTION: Luminosity Rating Mean - 2018 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2018 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF VARIABLE: LUMEDTS18 DESCRIPTION: Luminosity Rating Median - 2018 (0-100) NOTE: The imagery DNB data was filtered to exclude data impacted by stray light, lightning, lunar illumination, and cloud-cover. Cloud-cover is determined using the VIIRS Cloud Mask product (VCM). In addition, data near the edges of the swath are not included in the composites (aggregation zones 29-32). This data is then averaged to give the Average Radiance Values. The DNB imagery has an original spatial resolution of 750 meters. Calculated utilizing Version 1 Visible Infrared Imaging Radiometer Suite (VIIRS) Day/Night Band (DNB), Earth Observation Group, National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) UNIT: out of 100 YEAR: 2018 LEVEL: TS SOURCE: National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI) RECONFIG: TAF OVERALL NOTES: Find further information on the above statistics here: http://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-analyst-toolbox/zonal-statistics-as-table.htm VIIRS imagery can be found here: https://ngdc.noaa.gov/eog/viirs/download_dnb_composites.html Analyzing night-time lights data is best done in larger geographic units. Analyzing at the township level would give a more valuable and arguably accurate result than at the village tract level