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Climate Forecasts and Western Water Supply Outlooks Thomas Pagano and David Garen WCC-NRCS-USDA tpagano@wcc.nrcs.usda.gov phone 503 414 3010
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Water Supply Forecasts in the West The operational history of using climate forecasts Benefits to water supply forecasts Opportunities and barriers Long-term cycles and climate change
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Location
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Time Period Historical Average
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Location Time Period “Most Probable” Water Volume Historical Average Error Bounds
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Core users rely on site-specific forecast tables to operate reservoirs or plan irrigation Westwide and regional maps of “most probable” forecast for general consumption
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Autumn Precipitation Current Snowpack El Nino Soil Moisture...Seasonal Runoff Volumes… with Error Bounds Regression Equations and Coordination Water Supply Forecast Current Practices
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The history of linking climate and water supply forecasts
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in 6 words or less…
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The history of linking climate and water supply forecasts in 6 words or less… “If only we knew future precipitation”
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Ancient History
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Dr James Church Father of Snow Surveys Ancient History 1935: The largest source of water supply forecast (WSF) error is future precipitation Amount of WSF error for Lake Powell Inflow due to future precipitation (Schaake, 1985): Jan 1st: 80% Apr 1st: 50%
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The Dawn of Climate Forecasts Monthly Climate Outlook 1953: First public 30-day climate forecast 1955: Use of climate forecasts in Columbia River WSF - Potential benefit is great - Actual skill is too low - Hydrologist exposed to increased chance of “bust” 1964 follow up - Forecast skill improving but still not good enough - Problem is now “downscaling”
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1974 June-Aug Temp Outlook Namias The 1970’s and California ~1974: CA Dept Water Resources hires Namias through “Project Hydrospect” 1976: Marron (NRCS) uses El Nino index in forecasting Lake Tahoe area streamflows Marron
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The 1982-83 El Nino and the Colorado River “El Nino of the Century” Full reservoirs Cold wet spring followed by rapid warming Lake Powell Apr-July inflow Apr 1st forecast: 109% of average Observed runoff: 210% of average Near failure of Glen Canyon Dam Imprint on institutional memory Plywood Flashboards on Glen Canyon Dam
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Studies of El Nino and Western US Streamflow CayanRedmond Koch El Nino/Dry El Nino/Wet 1989-1991: Recognizing continental patterns in climate signals and the links to streamflow
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Perkins Colorado Basin Garen Columbia Basin Hartman left NRCS in 1990 to NWS Colorado Basin River Forecast Center 1988-1990: Routine use of climate indices in operational water supply forecasting starts at the Natural Resources Conservation Service Widespread operational adoption
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The El Nino of the Century #2: 1997-98 Fear of a repeat of 1982-83 floods Users expected under-forecast bias and made extra releases at Powell In the end: “Non-event” at Powell Several million $ saved in Arizona V. President Gore hauling sandbags
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2001 and the Pacific Northwest 2000-01 La Nina + Cold PDO = Strongest possible climate indication of a WET Pacific Northwest Inaction by Water Supply Forecasters
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2001 and the Pacific Northwest 2000-01 La Nina + Cold PDO = Strongest possible climate indication of a WET Pacific Northwest Inaction by Water Supply Forecasters Driest winter on record observed What went wrong?
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Operational Benefits
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Issues and Barriers Hydrologists are from Mars Watershed Scale Semi-Deterministic High Skill Continental to Global Scale Probabilistic Low Skill Climatologists are from Venus
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Issues of Scale: 2 Views of the Southwest The Climatologist
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100 miles Issues of Scale: 2 Views of the Southwest Upper Rio Grande Mar 1 2003 Snowpack The HydrologistThe Climatologist
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Streamflow (k ac-ft) La NinaEl Nino SON Nino 3.4 Links with Apr-Sept Stehekin R at Stehekin, WA Streamflow CLIMATE R = 0.45
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Streamflow (k ac-ft) Apr 1 Rainy Pass Snow Water (inches) La NinaEl Nino SON Nino 3.4 Links with Apr-Sept Stehekin R at Stehekin, WA Streamflow CLIMATE SNOW R = 0.91 R = 0.45
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Semi-Deterministic Inherently Probabilistic Very small shifts: the equivalent of changing 2-3 cards in a deck of 52
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Climate and WSF issues WSF has used El Nino for decades. Is that sufficient? Climate forecasts make Water Supply Forecasts possible as early as Sept. Skill in pre-season forecasts would be low but not zero. What would people expect from these forecasts? Do these forecasts require a fundamentally different format emphasizing uncertainty? How to cultivate skepticism while combating pessimism?
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Strategies for resource managers Changing reservoir releases Prepositioning emergency resources Shifting focus of training Raising public awareness Have a no-regrets strategy… Is inaction a no-regrets strategy? When in drought, prepare for rain..
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And then there’s long-term cycles… “If predictions hold true, California and Arizona could be high and dry, while Washington and Oregon could be drenched for the next 20 to 30 years.”
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Sept-Nov PDO Index 1930-2001 Arizona Statewide Fall-Spring Precipitation 19301940195019601970198019902000
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Sept-Nov PDO Index 1930-2001 Arizona Statewide Fall-Spring Precipitation 19301940195019601970198019902000
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“Cycle” Doesn’t mean there aren’t serious implications, however!
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“Cycle” “Quasi-cyclic aperiodic decadal variability” Doesn’t mean there aren’t serious implications, however!
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Varieties of Year-to-Year Seasonal Streamflow Changes Less Variable More Variable years
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Varieties of Year-to-Year Seasonal Streamflow Changes Less Variable Less Persistent More Persistent More Variable years
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Of 137 stations around the western US Apr-Sept flow volumes: becoming increasingly variable year-to-year persistence also high Variance Persistence Most like: Years Start Year 20-year moving window (1980 = 1980-1999)
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Of 137 stations around the western US Apr-Sept flow volumes: becoming increasingly variable year-to-year persistence also high Variance Persistence Most like: Start Year 20-year moving window (1980 = 1980-1999)
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The magic question: Variance or Continue trend Revert?
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Conclusions Seasonal climate forecasts are available and credible Useful decisions possible if managers mindful of large forecast uncertainty Nature always changing Who knows what will happen next?
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