From Weather to Climate Scales: Estimating Water Resources and Flash Flood Forecasting
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Transcript of From Weather to Climate Scales: Estimating Water Resources and Flash Flood Forecasting
From Weather to Climate Scales:Estimating Water Resourcesand Flash Flood Forecasting
Baxter E. Vieux, Ph.D., P.E.Director, Natural Hazards and Disaster Research
National Weather CenterUniversity of Oklahoma
[email protected]://nhdr.ou.edu
Objectives
Water Resources Estimation- Hydrologic prediction from process scale to decadal and longer
projections of water resources availability Establish available water resources in Arbuckle-Simpson and
SE Oklahoma in areas of water dispute.
Short Term Forecasting- Flash Flood Forecasting in headwater basins Predict flood levels for emergency management
Water Resources Investigation Hourly, Decadal, 4x4 km
Flash flood forecasting and warnings 15 minute 1x1 km
NEXRAD Mesonet station (Centrahoma)(Photo obtained from Mesonet website)
Precipitation
Archival Radar Precipitation(1994-2004)
Statistical Analysis—
80-90 events per year
LB CAD 5.5-9 %
STDERR: ~.11 inches
Rainfall-Runoff SimulationsDecadal at Hourly Timesteps
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Distributed Water Resources Estimation(How much is available?)
Fig.1. Study Area and selected stationsMuddy Boggy and Clear Boggy watersheds are located in south central Oklahoma. Muddy Boggy and Clear Boggy Creeks are joined downstream and flow to Muddy Boggy River to its confluence with the Red River.
Water Balance ComponentsGroundwater Discharge
Fig. 5. Estimation of the Recession Index for RORA program
Segment of the graph obtained for Clear Boggy near Farris data. Red lines connect minimums in decline flow sections. Green lines and letters show the estimated days per log cycle. Recession index for a given period of time consists in the average of those flow values (A, B, C, D, E).
∆∆S = P – G – R – E - TS = P – G – R – E - T
∆S =Change in storageP = PrecipitationG = RechargeR = RunoffpET = Potential EvapotranspirationaET = Actual Evapotranspiration
Recharge (Groundwater Discharge)Actual v. Potential ET
Fig 6. Monthly and Annual RechargeMonthly and annual recharge (inches) estimated by running the RORA program for each USGS station. Mean Annual Recharge is shown per decades.
Fig 6. Monthly and Annual RechargeMonthly and annual recharge (inches) estimated by running the RORA program for each USGS station. Mean Annual Recharge is shown per decades.
Fig.11. Clear Boggy Potential and Actual Evapotranspiration Actual ET was estimated based on water budget and Potential ET for Clear BoggyFig.11. Clear Boggy Potential and Actual Evapotranspiration Actual ET was estimated based on water budget and Potential ET for Clear Boggy
Summer months—
Soil moisture depleted
Groundwater discharge is minimal
Average Annual streamflow permitting may account for storage Climate Variability
Comparison of simulated vs. observed cumulative runoff from January 1994
to October 2004 at the USGS streamflow station of Blue River near Blue
y = 1.0587x
R2 = 0.9917
y = 0.9925x
R2 = 0.993
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Evaluation of soil layer percolation
Soil Layer
If soil is saturated, then deep percolation is permitted to groundwater
Recharge as percolation through soil layer map from 1994 to 2004
Distributed Recharge Estimates
Source Recharge (in/yr)
Mean recharge from the Deep-perc recharge map at the Arbuckle-Simpson Aquifer Region
3.7
Recharge from RORA at Blue River near Blue
3.73
Recharge from Circular-91
4.7
NWS FO HeadwatersCollaborative Pilot Project Operational for 3 basins
in the NWS FO Planned addition 7
basins High resolution
distributed model’ Gauge-adjusted radar
rainfall derived from Level II and Oklahoma Mesonet.
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Urban and Rural BasinSimulation
NWS FO Pilot Headwater Flash Flood Forecasting
March 4-5, 2004
CASA Radar Hydrologic Forecasting
<1.751.76 - 22.01 - 2.252.26 - 2.52.51 - 2.752.76 - 33.01 - 3.253.26 - 3.53.51 - 3.753.76 - 44.01 - 4.254.26 - 4.54.51 - 4.754.76 - 5> 5.01
<1.751.76 - 22.01 - 2.252.26 - 2.52.51 - 2.752.76 - 33.01 - 3.253.26 - 3.53.51 - 3.753.76 - 44.01 - 4.254.26 - 4.54.51 - 4.754.76 - 5> 5.01
January 21, 1998 Vflo simulated hydrographs at Harris Gully outlet
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ObservedHgul_20m_19980121_50satHgul_40m_19980121_50satHgul_60m_19980121_50satHgul_80m_19980121_50sat
Questions?
Lake of the Arbuckles