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CP34/BEC L3-L4 maps internal production chain. BEC team SMOS Barcelona Expert Centre Pg. Marítim de la Barceloneta 37-49, Barcelona SPAIN E-mail: smos-bec@icm.csic.es URL: www.smos-bec.icm.csic.es. BEC L3-L4 Products Server OS. WORK IN PROGRESS. BEC L2. BEC L1 MTS. L2 - DPGS.
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CP34/BEC L3-L4 mapsinternalproduction chain BEC team SMOS Barcelona Expert Centre Pg. Marítim de la Barceloneta 37-49, Barcelona SPAIN E-mail: smos-bec@icm.csic.es URL: www.smos-bec.icm.csic.es
BEC L3-L4 Products Server OS WORK IN PROGRESS BEC L2 BEC L1 MTS L2 - DPGS CP34 BEC OS ISEA 4H9 Ave. period 10 d Freq: 3 days 1ox1o Ave. period 10 d Freq: 3 days ISEA 4H8 Ave. period 3 d Freq: 3 days Optima Interpol. 1ox1o Average 10 d Freq: 3 days CLIMA TOLOGY Optima Interpol. 1ox1o Average 30 d Freq: 10 days COMING SOON ??¿? SST L4 http://www.cp34-users.cmima.csic.es http://tarod.cmima.csic.es
BEC PRODUCTION SCHEMA OS L2 - DPGS automatized L2 - FILTER manual (now) RFI, wind, ice, Poor Retrieval, Poor Geophysical #L1c measures (|Xswath| < 400 km) #valid L1C measures (50%) L2 BINNING 4H9 tarod.cmima.csic.es Reference statistics L2 BINNING 1x1 degrees STATISTICS - QUALITY CONTROL netCDF published ARGO Analysis L3 - OI 1x1 degrees ARGO L4
BEC L3-L4 Products Server SM COMING SOON L2 - DPGS L1 - DPGS BEC L1 MTS SM CP34 LST BEC L4 ISEA 4H9 Ave. period 3 d Freq: daily 1Kmx1Km IberianPeninsula Freq: daily 1 km MODIS LST & NDVI ISEA 4H9 Ave. period 10 d Freq: daily ISEA 4H9 Average 30 d Freq: monthly NDVI http://www.cp34-users.cmima.csic.es http://tarod.cmima.csic.es
SMOS SM L4 products A downscaling algorithm to get 1 km SM from SMOS and MODIS observations has been developed. Validation of experimental data is underway. 1 km daily MODIS LST [K] (not cloud free!!) 40 km SMOS TBH [K] at 42.5° 1 km 16-day MODIS NDVI BEC L4 40 km SMOS SM [m3/m3] used as reference field 1 km SMOS SM [m3/m3]
BEC L3-L4 Products Server http://tarod.cmima.csic.es MAP VISUALIZATION TOOLS netCDF files Temporal evolution Transects Animations
EXAMPLES OF PRODUCTS CP34 CP34 -> June-October 2011 / 0.5o / averaging every 10 days / 1 frame every 3 days
New SMOS OS L3 maps New • Optimally interpolated salinity maps generated at BEC from DPGS operational L2 products • 10 days, 1ox1o, updated every 3 days http://www.smos-bec.icm.csic.es/
SMOS OS L4 products L4 • A new image processing technique allows to calculate singularity exponents with great accuracy. • Singularity exponents are related to the flow dynamics: they trace streamlines. MW SST
SMOS L4 products • A new image processing technique allows to calculate singularity exponents with great accuracy. • Singularity exponents are related to the flow dynamics: they trace streamlines. • Hence, singularity exponents are the same for any scalar. • The analysis of the output of different numerical simulations confirm that SST and SSS have the same exponents (synergic effect) • This implies that locally there is a linear relation between SSS and SST SST can be used as template to remove noise
SMOS L4 products SSS SSS SST • SST images can hence be used to improve spatial correlations. • Preliminary study shows improvement; ongoing work