DECISION SUPPORT TOOLS

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Presentation transcript:

DECISION SUPPORT TOOLS RPC Evaluation of NASA Land Information System for Cross-Cutting Applications Potential Partners EARTH SYSTEM MODELS NASA Land Information System (Noah, CLM, Vic) Forcing: [G|N]LDAS (NASA) using [G|E]DAS & CMAP (NCEP), AGRMET (AFWA), ECMWF; NCAR FNL Regional Models: WRF; RAMS-AROMA, COAMPS, and RUC (for evaluations) Supercomputing: Project Columbia (NASA), HPC2 (MSU) RPC EVALUATIONS, V&V DECISION SUPPORT TOOLS Predictions DHS NARAC/IMAAC at LLNL USDA USFS Firelab USDA FAS PECAD USDA NRCS SCAN & NIDIS NSSTC SERVIR Coupled WRF-LIS modeling applications EPA BASINS USBR RiverWare Global/Regional scale model products (1 – 50km) analysis, hourly & daily forecasts Longer-term outlooks VALUE & BENEFITS Atmospheric assessment of emissions and air pollution Fire risk modeling Crop yield modeling and monitoring Improved forecasting of severe weather Ecological forecasting Policy decisions Data EARTH OBSERVATIONS air & land surface temperature, humidity, winds precipitation soil moisture, SST radiation, aerosol Atmosphere: ground-based measurements (WMO, ARM/CART), MPE (NOAA), NEXRAD, AMSR-E, GOES, MODIS, GPM, TRMM, Cloudsat, GOES-R, PERSIANN, NPOESS Land : SCAN (USDA), Mesonet Observations *Next Generation Missions Uncertainty Analysis and Scientific Rigor

RPC Evaluation of NASA Land Information System for Application in USDA-NRCS SCAN DST Partners EARTH SYSTEM MODELS NASA Land Information System (Noah, Catchment LSM) Forcing: [G|N]LDAS (NASA) using [G|E]DAS & CMAP (NCEP), AGRMET (AFWA), ECMWF, NCAR FNL, NARR, RUC Data Assimilation: EKF, EnKF Supercomputing: Project Columbia (NASA), HPC2 (MSU) RPC EVALUATIONS, V&V USDA-NRCS SCAN DST Predictions Soil moisture maps from 12x12 km2 to 1x1 km2 Sensitivity analyses using OSEs AMSR-E data assimilation OSSEs to help optimize DST network NOAA NIDIS Coupled WRF-LIS modeling applications Global/Regional scale model products (1 – 50km) soil moisture maps Longer-term outlooks VALUE & BENEFITS Mitigate drought effects Support flood analysis Producer decision making – planting, production, disease, pest management Crop yield modeling and monitoring Improved forecasting of severe weather and climate outlook Ecological forecasting Policy decisions Data EARTH OBSERVATIONS air & land surface temperature, humidity, winds precipitation soil moisture, SST radiation, aerosol Atmosphere: ground-based measurements (WMO, ARM/CART), MPE (NOAA), NEXRAD, AMSR-E, GOES, MODIS, GPM, TRMM, GOES-R, PERSIANN, NPP, NPOESS Land : SCAN (USDA), Mesonet, Producer-Cooperator Observations *Next Generation Missions Uncertainty Analysis and Scientific Rigor