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Utilization of Ancillary Data Sets for SMAP AlgorithmDevelopment and Product Generation Peggy E. O’Neill, NASA GSFC Erika Podest, JPL Eni G. Njoku, JPL  IGARSS’11, Vancouver, BC July 27, 2011 http://smap.jpl.nasa.gov National Aeronautics and Space Administration
BACKGROUND ,[object Object]
  Launch currently scheduled for October 2014 into a 6 am / 6 pm   sun-synchronous orbit ,[object Object],   moisture & freeze/thaw every 2-3 days ,[object Object],--  radar-derived  F/T at 3 km resolution --  radiometer-only SM at 40 km resolution --  combined radar/radiometer SM at 9 km resolution --  value-added products (root zone SM, carbon NEE) at 9 km ,[object Object],[object Object]
Algorithm Needs ,[object Object],   require a variety of ancillary data to meet retrieval accuracies: --   0.04 cm3/cm3 for soil moisture within SMAP land mask     --   80% classification accuracy for binary F/T in boreal latitudes ,[object Object],   water, urban areas, and dense vegetation (> 5 kg/m2) are excluded    from SM accuracy statistics ,[object Object],    --  permanent masks (land/water/forest/urban/mountain), DEM, soils ,[object Object],   to seasonally  --  soil T, precipitation, vegetation, surface roughness, land cover
Ancillary Parameters Table 1.   Ancillary Parameters ,[object Object],    needed by one or more SMAP algorithms ,[object Object],--  availability --  ease of use --  inherent error --  latency --  temporal & spatial resolution --  global coverage --  positive impact on SMAP retrieval accuracies --  compatibility with SMOS choices ,[object Object]
  data from each primary source will be used now in pre-launch simulations
  choices will be revisited as new information becomes available,[object Object]
Vegetation Water Content snow Annual climatology of NDVI for  Walnut Creek, IA ,[object Object],globally ,[object Object],VWC (kg/m2) over the continental U.S. for the month of July on a 1-km EASE grid  asconstructed from a 10-year MODIS NDVI climatology and land cover products.
Soil Texture Global sand fraction at 0.01 degree resolution based on a composite of FAO, HWSD, STATSGO, NSDC, and ASRIS datasets using best available source for a given region. ,[object Object]
  best available source used for any given region
  resulting global map a combination of different data sets
  potential for discontinuities at data set boundaries  (e.g., US / Canada),[object Object]
   better delineation between urban & rural areas
   urban fraction > 0.5 shown

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1_IGARSS11_2069_ONeill.pptx

  • 1. Utilization of Ancillary Data Sets for SMAP AlgorithmDevelopment and Product Generation Peggy E. O’Neill, NASA GSFC Erika Podest, JPL Eni G. Njoku, JPL IGARSS’11, Vancouver, BC July 27, 2011 http://smap.jpl.nasa.gov National Aeronautics and Space Administration
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. data from each primary source will be used now in pre-launch simulations
  • 7.
  • 8.
  • 9.
  • 10. best available source used for any given region
  • 11. resulting global map a combination of different data sets
  • 12.
  • 13. better delineation between urban & rural areas
  • 14. urban fraction > 0.5 shown
  • 15. however, urban flag likely to be set much lower since TB cannot be corrected for presence of urban areas
  • 16.
  • 17. a 3 dB threshold is applied to HH to VV ratio to distinguish water from land
  • 18.
  • 19. Input Data Set: US SRTM SRTM GTOPO Alaska DEM Canada DEM Coverage: United States 56 °S to 60 °N Global Alaska Canada Source: NASA-JPL NASA-JPL USGS USGS GeoBase Resolution: 1 arc-second 3 arc-seconds 30 arc-seconds 2 arc-seconds 3x6 arc-seconds Horz. Datum: WGS84 WGS84 WGS84 NAD27 NAD83 Vertical Datum: EGM96 EGM96 EGM96 NAVD29 CVGD28 Projection: Geographic Geographic Geographic Geographic Geographic Acquisition Date: February 2000 February 2000 Late 1996 1925 - 1999 -- Topography / DEM JPL Global DEM -- compiled from different sources -- 1 arc-second resolution -- GMTED2010 will eventually replace GTOPO30 -- above will be useful in assessing any discontinuities between existing data sets -- elevation and slope variance (TBC) could be used to set topography flag
  • 20.
  • 21. Ancillary Parameter Choices Anticipated Primary Sources of Ancillary Parameters
  • 22.
  • 23.
  • 24. Wise choices in ancillary data will help SMAP to provide accurate global measurements of SM & F/T