Climate Change and the Death of Stationarityclimate change as a simple linear trend… How has...
Transcript of Climate Change and the Death of Stationarityclimate change as a simple linear trend… How has...
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Climate Change and the Death of Stationarity:
A New Era for Western Water?
Stephen T. GrayUniversity of Wyoming
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Defining StationarityGuiding principle and foundation of water management and policy in the western US
Key assumptions:1. Over the timescales relevant to water resource
management, natural systems fluctuate within unchanging boundaries
2. The probability of any event (e.g. drought of a given magnitude) does not change over these timescales
3. Probabilities can be reasonably estimated from observations
After Milly et al. 2008 and others
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Consequences• Heavy reliance on the instrumental/
observational record • The “past” becomes our primary
target for policy and management
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Milly, et al. (1 February 2008), Science 319 (5863), 573.
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Key Questions•Is stationarity a useful paradigm in water resource management and policy?•How reliable are observations as a guide to the future?•How is climate change impacting our ability to apply stationarity?
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What do we know aboutthe potential range-of-variability?
Stationarity & Western Water:
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Water Year Flows: Colorado River @ Lees Ferry, AZ
30-yr “Normal”Period
RecordBeginsIn 1922
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LongLong--term term PerspectivesPerspectives
On On StationarityStationarity
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Regional Regional hydroclimatichydroclimatic variability from variability from Tree rings: Upper Colorado RiverTree rings: Upper Colorado River
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Meko et al. (2007) GRLGray, Pederson, and Bunn (In Prep.)
Woodhouse et al., (2006) WRR
Colorado River at Lees Ferry:Multiple high-quality reconstructions now span 1000+ years
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Gray, Woodhouse and Lukas (in prep)
20th Century
19th Century
18th Century
17th Century
16th Century
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~30 years withoutsevere drought
Gray, Woodhouse and Lukas (in prep)
20th Century
19th Century
18th Century
17th Century
16th Century
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25 yr 25 yr splinespline
UPCO Basin Flow RegimesUPCO Basin Flow Regimes
Lees FerryLees Ferry
Unusual wetness leads to the over-allocation of river water
Woodhouse, Gray, and Meko (2006)Water Resources Research 42:W05415
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25 yr 25 yr splinespline
UPCO Basin Flow RegimesUPCO Basin Flow Regimes
Lees FerryLees Ferry
(Should this really be our reference period?)(Should this really be our reference period?)
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Lees Ferry
25 yr average for flows vs. gage period mean (15.2 MAF)
Reconstructed Upper Colorado River Flows
Woodhouse, Gray, and Meko (2006). Water Resources Research 42:W05415 Gray, Pederson, and Bunn (In Prep.)
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25 yr average for flows vs. gage period mean (15.2 MAF)
Reconstructed Upper Colorado River Flows
Woodhouse, Gray, and Meko (2006). Water Resources Research 42:W05415 Gray, Pederson, and Bunn (In Prep.)
Many droughts of greater magnitudeand duration compared to 20th Century
Start of gagerecord
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Significant Wet/Dry Regimes through TimeSignificant Wet/Dry Regimes through Time
Lees FerryLees Ferry 2525 and 50 yr averagesand 50 yr averages
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Lees FerryLees Ferry
Dominated by switching between Dominated by switching between persistent highpersistent high-- and lowand low--flow regimes flow regimes
Climate and Climate and StreamflowStreamflow are Nonare Non--StationaryStationary
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Courtesy NASA & NOAA
Non-stationarity is largely a product of interactions between ocean-atmosphere processes occurring in different regions of the globe
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Are natural variations cyclic?
Woo
dhou
se e
t al.
2006
= significant (p < 0.05) “cycle”
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And the verdict is…•As commonly applied in water resource management, stationarity has never been a valid assumption •Observations do not cover the range of variability we can reasonably expect•In many parts of the West our “base-line” was unusually wet and lacking in severe droughts•No 30-100 yr period is sufficient to cover the full range of variability
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Climate Change vs. Stationarity
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The Prognosis- Temperature increases and other climatic changes will continue for many centuries to come
IPCC 2007
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Climate Predictions for North America
Central Rockies: Roughly 3° F average annual warming by 2050 and 6° F by 2100; -5% decrease to 5% increase in annual precipitation; Drier summers and slightly wetter winters (DJF); Potential for more dramatic extremes
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Warming = Perpetual Drought?
Source: Hoerling and Eischeid - SW Hydrology, 2007
No significant changeIn precipitation plus1.4 °C temp. increase
No significant changeIn precipitation plus2.8 °C temp. increase
Small increases in temperature lead to increased evaporation
and decreasedwater yield to streams
Calculated Palmer Drought Severity Index Values
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How will river How will river flows change when flows change when increasing temps increasing temps are combined with are combined with drought and drought and precipprecipchange? change?
Gray et al. (2007), Quat. Res. Gray and McCabe (In Review) WRRMcCabe and Gray, (In Prep.)
River Flow Sensitivity Studies
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Wolock and McCabe,1999McCabe and Wolock, 2007
Water Balance Accounting Model
Monthly orWater Year
Stream Flow(Discharge)
Monthly PRISM Monthly PRISM
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Modeling Water Year Runoff: Yellowstone at Corwin Springs
r2 = 0.85
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15-24%Decline
Modeling Potential Impacts on the Yellowstone River
Long-term Change in Average Runoff
No change from historic precipitation plus warming scenarios
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Additional23-34%Decline
Average Runoff: Driest 10th percentile
Modeling Potential Impacts on the Yellowstone River
No change from historic precipitation plus warming scenarios
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Could precipitation offset increasing temperatures?Analysis: 800 yr tree-ring record plus future temps
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Streamflow responses to climate change will be non-stationary!
Inherent PPT variability couldpromote non-stationary
climate-change responses
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Trends in APRIL 1 snow pack
From Mote et al. 2007
Percent change since 1950 Absolute change since 1950
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Gray and McCabe, In review
Regional Streamflow Sensitivity Studies: Upper Yellowstone
Diminished winterflows with morechance of floods
Earlier peak with variableimpacts on peak flow Greatest impacts
in late-summer
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Climate Change Impacts•Further invalidates stationarity•More intense droughts, potential for greater drought duration (?) •Potential to further widen the range between extremes•Amplifies limitations of observational records and related assumptions•Will undoubtedly exacerbate existing problems (e.g. aging infrastructure, user conflicts, endangered/exotic species)
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• 6x increase in area burned since 1986
• Higher spring and summer temp plus earlier snow melt
• New paradigm for wild land fireWesterling et al. 2006;
see also McKenzie et al. 2004
Warmer temperatures increase wildfire
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Mountain pine beetle will dramatically alter Western conifer forests
Widespread epidemics driven by warmer temperaturesTree’s natural defenses reduced by droughtUnprecedented (?) in extent, rate of spread and severity
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Source: McCabe and Wolock 2007
Projected Upper Colorado Flows vs. Population Growth
The Western Rivers Problem
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Beyond Stationarity•Time to use all the tools at our disposal
-Observations should be one of many decision-support tools
•Non-stationary models of natural systems•Need for interdisciplinary cooperation•Flexibility in policy and management•View decisions in terms of “vulnerability”, not just empirical probabilities
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Build Capacity for Rapid Data/Information Transfer
Google: Wyoming Water Resources
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Maintain and Improve Monitoring
Photos courtesy Brent Ewers, UW
“Win-Win” strategy that prepares us for drought, regulatory challenges and
Climate Change
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Beyond Stationarity•Time to use all the tools at our disposal
-Observations should be one of many decision-support tools
•Non-stationary models of natural systems•Need for interdisciplinary cooperation•Flexibility in policy and management•View decisions in terms of “vulnerability”, not just empirical probabilities
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We tend to think of future climate change as a simplelinear trend…
How has stationarity influenced our view of climate change?
Gray et al. (2006), Ecology 87:1124-1130
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We tend to think of future climate change as a simplelinear trend…
How has stationarity influenced our view of climate change?
Future climate will be a combination of human-inducedtrends and natural variability(i.e. non-stationarity)
Gray et al. (2006), Ecology 87:1124-1130
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We tend to think of future climate change as a simplelinear trend…
Future climate will be a combination of human-inducedtrends and natural variability(i.e. non-stationarity)
How has stationarity influenced our view of climate change?
Gray et al. (2006), Ecology 87:1124-1130
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Beyond Stationarity•Time to use all the tools at our disposal
-Observations should be one of many decision-support tools
•Non-stationary models of natural systems•Need for interdisciplinary cooperation•Flexibility in policy and management•View decisions in terms of “vulnerability”, not just empirical probabilities
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Use “Scenario Planning” and other techniques to assess vulnerabilities under a wide range of potential futures
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Thanks!