update on west-wide hydrologic forecasting at the
TRANSCRIPT
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Update on West-Wide Hydrologic Forecasting at the University of Washington
Alan HamletAndy Wood
Dennis P. Lettenmaier
Department of Civil and Environmental Engineering
for 2006 NOAA Climate Prediction Applications Science Workshop
March 21-25, 2006, Tucson
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Red = Unconditional meanBlue = Ensemble meanBlack = 2005 Observed
Bias Corrected Long Range Streamflow Forecast for the Columbia River at The DallesNino3.4 index between 0.2 and 1.2 and warm PDO (interannual)
Nat
ural
Stre
amflo
w (c
fs)
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Presentation Outline
1. Introduction: UW Experimental Hydrologic
Forecasting System
2. Water Year 2006: Current Conditions and Outlook
3. Current research activities:
Multi-model forecast approach
Daily nowcast update (from SW Monitor)
Interaction with NRCS Water & Climate Center
Basin-average water balance analyses
Pilot basin operational efforts
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Experimental W. US Hydrologic Forecast System
NCDC met. station obs.
up to 2-4 months from
current
local scale (1/8 degree) weather inputs
soil moisturesnowpack
Hydrologic model spin up
SNOTELUpdate
streamflow, soil moisture, snow water equivalent, runoff
25th Day, Month 01-2 years back
LDAS/other real-time
met. forcings for spin-up
gap
Hydrologic forecast simulation
Month 6 - 12
INITIAL STATE
SNOTEL/ MODIS*Update
ensemble forecastsESP traces (40)CPC-based outlook (30)NCEP CFS ensemble (N)NSIPP/GMAO ensemble (9)
* experimental, not yet in real-time product
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Experimental W. US Hydrologic Forecast System
Soil MoistureInitial
Condition
SnowpackInitial Condition
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Experimental W. US Hydrologic Forecast System
ESP
ENSO/PDO
ENSO
CPC Official Outlooks
Coupled Forecast System
CAS
OCN
SMLR
CCA
…
NSIPP/GMAO dynamical
model
VIC Hydrology
Model
NOAA
NASA
UW
Multiple Seasonal Climate Forecast Data Sources
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Presentation Outline
1. Introduction: UW Experimental Hydrologic Forecasting
System
2. Water Year 2006: Current Conditions and Outlook
3. Current research activities:
Multi-model forecast approach
Daily nowcast update (from SW Monitor)
Interaction with NRCS Water & Climate Center
Basin-average water balance analyses
Pilot basin operational efforts
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SWE: MAR-1 compared with 1 year ago
2005 2006
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Streamflow: MAR-1 Forecast for 2006
NEW: West-wide overview of flow forecasts
(mouse-over/clickablefor more details)
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Presentation Outline
1. Introduction: UW Experimental Hydrologic Forecasting
System
2. Water Year 2006 : Current Conditions and Outlook
3. Current research activities:
Daily SWE observation west-wide roundup
Multi-model forecast approach
Daily nowcast update (from SW Monitor)
Interaction with NRCS Water & Climate Center
Basin-average water balance analyses
Pilot basin operational efforts
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As previously, flow location maps give access to monthly hydrograph plots, and also to data.
Current Activities:added Basin-average water balance analyses
Now clicking the stream flow forecast map also accesses current basin-averaged conditions
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Forecast System Website Daily Updating
West-at-a-glanceSWE fromNRCS, EC, CADWR
Analyses:Current AnomaliesPercentiles:
Current1-week change2-week change
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Current Activities: Multi-model forecasts
NOAHNOAH
MOSAICMOSAICSACSAC
VICVIC
Dag Dag LohmannLohmann, HEPEX, HEPEX
An LDAS intercomparison conclusion: Model results, using
default parameters, have a wide spread for some states and
fluxes. Every model is doing something better than other
models in some parts of the country
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Test Case
- Salmon River basin(upstream of Whitebird, ID)
- retrospective (deterministic evaluation):25 year training20 year validation
Current Activities: Multi-model forecasts
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Individual Model Results
Monthly Monthly AvgAvg FlowFlow Monthly RMSEMonthly RMSE
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Multi-model ensemble results: flow and error
Monthly Monthly AvgAvg FlowFlow Monthly RMSEMonthly RMSE
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½ degree VIC implementation
Free running since last June
Uses data feed from NOAA ACIS server
“Browsable” Archive, 1915-present
UW Real-time Daily Nowcast
SM, SWE(RO)
We are currently migrating the daily update methodsto the west-wide forecast system (1/8 degree)
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Current Activities: Interaction with NRCS NWCC
Since last year, we have exchanged nowcast/forecast results with the NRCS National Water and Climate Center (head: Phil Pasteris)
Under a Memorandum of Understanding between NRCS & UW:UW provides forecast results and data as NRCS requestsNRCS provides access to stream flow and climate data (primarily via NOAA ACIS)NRCS has created a place for links to “experimental water supplyforecasts” from its official website. Currently the UW is the only one, and they would like more!We generally attempt to schedule a “pre-forecast” conference call just prior to NRCS coordination of forecasts with NWS RFCs, in which we summarize our forecast outlooks and compare notes. In addition, there is a fair amount of informal exchange.
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Current Activities: Pilot basin operational efforts
For both projects, model resolution
in target basins is increasing to 1/16
degree lat-lonresolution
The Yakima R. Basin, within WA State domain
for SARP project
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Questions?
Websites:
www.hydro.washington.edu / forecast / westwide /
www.hydro.washington.edu / forecast / monitor /
Email:
Andy Wood: [email protected]