Integrated measurements & modeling of Sierra Nevada water budgets UCM PI: Roger Bales LLNL Co-PI: Reed Maxwell
Snowpack loss & water storage 13.5 MAF 11 MAF 14 MAF Likely loss of 3-5 million acre feet of snowpack storage in coming decades Sacramento Valley storageSan Joaquin Valley storage snowpack annual storage Data from DWR
California precipitation: more variable Coefficient of variation for annual average precipitation in California from 1890 to 2001 with trend line
Snowmelt runoff: occurring earlier in the year Annual April through July unimpaired runoff for four Sacramento Valley rivers compared to total unimpaired annual runoff
Specific aim : Develop strategies that integrate remote sensing & ground- based measurements with state-of-the-art models to achieve accurate estimates of snowpack, snowmelt & the partitioning of snowmelt into runoff, infiltration & evapotranspiration.
Research plan 1.Establish & maintain ground-based instrument clusters 2.Develop remotely sensed data for mountain snowcover & vegetation 3.Calibrate & evaluate advanced hydrologic model 4.Estimate spatial water balance components 5.Simulate climate & hydrology
Wolverton Project location Sierra Nevada boundary
Wolverton basin & meadow instrumentation
Stream stage & discharge Four pressure transducers installed in summer 2006 Rating curve in progress One more stage recorded to be added in summer 2007
Wolverton stream stage data, 2006
Wolverton stream detail, Nov 2006 Note inlet versus outlet daily & weekly patterns in response to temperature & evapotranspiration
Wolerton & Clover stream stage data, 2006
Wolverton meteorological stations Two stations installed in fall 2006, at Wolverton & Panther Meadow Telemetry in place on Wolverton station
Panther Meadow meteorological data,
Soil moisture & temperature Four locations Three pits per location Four depths per pit
Soil moisture & temperature, 2007
Snow depth sensors Four locations 10 per locations One over each soil pit
Meadow piezometers & wells Three lateral transects & one longitudinal transect Continuous logging
Soil matric potential Transect in meadow, in line with piezometers
Data sharing Currently data posted on internet in flat files & graphs: Digital library in place later this month Currently manual download of most data Matric potential data on telemetry; met station data to be added soon
Geophysical investigations Successful pilot test of ground penetrating radar by Reed & Stefan: plans to return in fall 2007 Proposal pending for additional geophysical investigation Expected results: bedrock depth & groundwater level
Satellite remote sensing of snowpack
2005, April 5
2005, April 14
2005, April 16
2005, April 21
2005, May 25
2005, May 26
2005, June15
2005, July 16
Depletion of snow covered area (SCA) vs. snow water equivalent (SWE), 2004
Depletion of snow covered area (SCA) vs. snow water equivalent (SWE), 2005
Melt season SCA: upper Merced basin 2004: less snow − ground became snow free relatively early Each higher elevation band requires ~1 mo longer to become snow free 2005: more snow – ground became snow free ~1 mo later than in Analysis for Kaweah in progress
Interpolated SWE (snow pillow) March 7, 2004 MODIS SCA March 7, 2004 Blended MODIS SCA & interpolated SWE +=
Depletion of snow covered area (SCA) vs. snow water equivalent (SWE), 2005
Plans for year 2 -Maintain instrument clusters & upgrade telemetry -Carry out geophysical surveys -Do meadow tracer tests -Extend remote sensing time series -Calibrate & evaluate hydrologic model -Analyze water balance data -Carry out water balance modeling
Wolverton Program expansion Sierra Nevada boundary Additional instrument clusters: NSF, DWR & USFS support NSF observatory planning grant funded Exploring O&M support from UC Sagehen Future