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Published byBrice Watson Modified over 9 years ago
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Overview of the Colorado Basin River Forecast Center Lisa Holts
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What we do…. Support Flash Flood Program Event Driven (rain, snowmelt) River Forecasts Recreational Forecasts (River trends – Peak Flows) Water Supply => Reservoir Management Colorado Basin River Forecast Center Our Mission: Protection of lives and property – Enhancement of the nation’s economy WFO and RFC partnership
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Daily River Forecasts and Flood Forecasts Collect and QC data Run Hydrologic Model Produce daily river forecasts Manual forecast updates at –6:30am, 11:00am, 4:00pm Automated forecast updates at –12:00 am During floods… updates as needed/requested
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Radar Data River Gage Data Snow Precipitation Forecasts Soil Moisture States Deterministic / Probabilistic River Forecasts Reservoir Releases Precipitation Estimates Satellite Data Hydrologic Forecasting Inputs/Outputs Temperature Forecasts
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NWS NOAA Mountain Mapper – Daily QC
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Precipitation Input Multisensor Precipitation Estimates – MPE –Gage –Radar –Satellite
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Grids format
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MAP
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Future Precipitation & Temperature & Freezing Level Point Values (HPC) Grid Values (Prism Scaling) Basin Values 5 days of QPF 10 days temperatures
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GFE Increased leverage of GFE –View QPF differences between sources –Allows WFO to view QPF going into the model Make adjustments in specify still Future: will just use GFE and eliminate specify
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Example Display From NWSRFS- Interactive Forecast Program Simulated -* Observed - O Adjusted=Forecast
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Processing IFP Data Table
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Processing IFP Runtime Modifications
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Processing IFP Unit Hydrograph Modification
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Example: Hydrograph Plot CBRFC Web Site NWSRFS Segments 500 River Forecast Points 165
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Forecast Limitations Quality of forecast depends on inputs Observed precipitation Observed flow NWSRFS Model Future Temperature QPF Data availability and Future uncertainty Model states
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Data sparse in Northern Arizona
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Forecast Limitations Colorado Basin River Forecast Center Future Uncertainty - Precipitation Amounts & Timing Are Perfect: BUT Wrong Basin 2.00”1.00” Result No Rise 2.00”1.00” Forecast Flood Stage
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Forecast Limitations Colorado Basin River Forecast Center Future Uncertainty - Precipitation Basin Is Right: BUT Forecast Amounts Too High Result 1.000.50” Peaks Lower Forecast 2.00”1.00” Flood Stage
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NWS NOAA Forecast Limitations Colorado Basin River Forecast Center Future Uncertainty - Precipitation Basin Is Right: BUT Forecast Amounts Too Low Result 3.002.00” Peaks Higher 2.00”1.00” Forecast Flood Stage
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NWS NOAA Forecast Limitations Colorado Basin River Forecast Center Future Uncertainty - Precipitation Basin Is Right-Amounts are Right: wrong intensity Result: Packed Into 6 hours 2.001.00” Peaks Faster & Higher 2.00”1.00” Forecast For 24 Hours Flood Stage
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NWS River Forecasting System NWSRFS Collection of models and processes Three components –Calibration System –Operational Forecasting System –Ensemble Streamflow Prediction
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NWSRFS-Three Components
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Poorly Calibrated Basin Simulated Observed
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Much Better Calibrated Basin
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Operational Forecast System (OFS) Preprocesses observed and future data Updates model state parameters Provides short-term river and flood forecasts – 0 to 14 days out
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Interactive Forecast Program
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Ensemble Streamflow Prediction (ESP) Ensemble Streamflow Prediction (ESP) Uses historical precipitation, temperature and evaporation data Uses current model states Produces mid- to long-range probabilistic forecast (weeks to months into the future)
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Ensemble Streamflow Prediction Climate Forecast Adjustments Daily RFC Forecasting Data Ingest Data QC Model Updating Current Conditions Soil Reservoir Levels Streamflow Historical Time Series All Years of Record Forecast Time Series Mean Areal Time Series Precipitation Temperature NWSRFS Hydrologic Models Time Streamflow April-July
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-> Future Time Today’s Conditions River / Res. Levels Soil Moisture Snowpack 1971 1972 1973 1974 1975 1971 Future Streamflow Past <- Ensemble StreamFlow Prediction 71 72 73 74 75 PrecipitationTemperature Start with Today’s Conditions - Create several possible future streamflow patterns - Based on historical climate.
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Supporting the Flash Flood Program NWSRFS – Lumped 6 hourly model CBRFC has recalibrated Arizona segments to an hourly time step blurred line when RFC can or cannot model event For flash floods, RFC provides tools to help WFO decide when to issue FFWs –FFG, FFPI
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Soil type ? Vegetation type and density ? Land Use ? Fire activity ? Slopes? Try to qualify the flash flood threat Highlight flash flood prone areas Flash Flood Potential Index concept
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Water Supply Operations Volumetric forecast for the runoff season Essential to water managers (dam operations, water allocation, water planning, etc..) Issues January through July forecasters devote first 4 days of the month to water supply forecasting 146 water supply forecast points Spring is the busiest time for the RFC
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Water Supply Monthly water supply forecasts generated for seasonal volumes during winter / spring seasons
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Questions?
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