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Carsten Montzka 1 , Heye Bogena 1 , Lutz Weihermueller 1 , Francois Jonard 1 , Marin Dimitrov 1 , Catherine Bouzinac 2 , Juha Kainulainen 3 , Jan E. Balling 4 , Jan Vanderborght 1  and Harry Vereecken 1 (1)Research Centre Jülich, Agrosphere Institute (ICG 4), Leo-Brandt-Strasse, 52425 Jülich, GERMANY (2)European Space Agency, ESTEC, Noordwijk, THE NETHERLANDS (3)Helsinki University of Technology, Department of Radio Science and Engineering, Espoo, FINLAND (4)Technical University of Denmark, DTU Space, Microwaves and Remote Sensing, DENMARK Radiobrightness validation on different spatial scales during the SMOS Validation Campaign 2010 in the Rur catchment, Germany
 
TERENO test sites Agricultural  test site  „ Selhausen“ Forest  test site  “ Wüstebach” Grassland  test site  „ Rollesbroich“
MEASUREMENTS
Instrumentation of the test site Wüstebach
Campaigns Date DoY SMOS HUT-2D/EMIRAD JÜLBARA 11.5.2010 131 7:11 6:28-6:33 5:09-8:21 14.5.2010 134 6:54 6:31-8:06 5:09-7:42 22.6.2010 173 6:36 6:57-8:38 5:16-7:55 24.6.2010 175 6:58 6:30-8:15 5:10-7:31 27.6.2010 178 6:42 6:40-8:17 -
Mobile ground-based L-band radiometer JÜLBARA
Airborne measurements with the Short Skyvan of Aalto University Helsinki
EMIRAD Radiometer ,[object Object],[object Object]
HUT-2D Radiometer ,[object Object]
Airborne Radiometer data
RADIATIVE TRANSFER PARAMETER ESTIMATION
Radiative transfer via modified L-MEB model Modelled soil moisture Modelled brightness temperature ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Radiative transfer via modified L-MEB model Modelled soil moisture Modelled brightness temperature Airborne brightness temperature
Data assimilation framework Sequential Importance Resampling Particle Filter Tb measurements Calibrated top soil moisture/temperature model results L-MEB 1000 L-MEB realizations (particles) with perturbed  vegetation opacity and soil surface roughness
More information  on the data assimilation approach…
REFERENCE VALIDATION
Soil Moisture Reference Validation
Soil Moisture Reference Validation
Tb reference time series
SM (top) and Tbmean (bottom) reference
Radiative transfer parameter evolution
SMOS Validation RMSE [K] over the campaign period
SMOS Validation
Outlook: SMAP Validation and A/P Fusion Analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],PLMR/PLMR2   DLR E-/F-SAR
EMIRAD PLMR HUT-2D E-SAR Thanks for your attention!

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Montzka SMOS Validation IGARSS 2011.ppt

Notas do Editor

  1. Wireless soil moisture sensor network (SoilNet) in a forest stand with 150 nodes (ca. 900 sensors) Installation is ongoing also for a grassland stand with 150 nodes
  2. Campaign data from 27th May 2008 Simultaneous flight of PLMR and E-SAR Campaign ongoing now and at the end of May with PLMR2 and F-SAR PLMR2 is owned by the Agrosphere Institute