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Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Simulated Impacts of Three Decadal Climate Variability Phenomena on Water Yields and Urban Water Security in the Missouri River Basin, U.S.A.
Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland, U.S.A.
Ø What is decadal climate variability (DCV)? Ø Importance of the Missouri River Basin (MRB)
Ø Impacts of DCV phenomena on hydro-meteorology and
water yield Ø Impacts of DCV Phenomena on urban water security Ø Summary
Acknowledgements NOAA - Climate Program Office - Sectoral Applications Research Program
Grants NA06OAR43100681 and NA11OAR4310147
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Towards Societally-relevant Climate Prediction
Predic'on of Climate Impacts on Water Food Energy
Transportation Public health Economy
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
What is decadal climate variability (DCV)?
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Courtesy: Nathan Mantua, Stephen Hare Univ. of Washington
Anomalous SST patterns
Positive/warm phase Negative/cold phase
Monthly Pacific Decadal Oscillation index: 1900 - 2012
Warm/cold surface water in much of the Pacific Ocean
Warm/cold phases persist for a few years to a few decades
Observed Pacific Decadal Oscillation Sea-surface Temperature Pattern: 1900 – 2012
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
How does SST variability influence climate on continents?
• SST variability modulates transfers of heat and water vapor between ocean and atmosphere…
• …modulating cloud formation, rainfall, and large-scale atmospheric motions…
• …influencing water vapor and heat transport to and pressure, temperature and winds over continents…
• …resulting in precipitation and temperature variability on continents.
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Importance of the Missouri River Basin
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
The Missouri River Basin Missouri River Basin
Largest river basin in the US
Covers 500,000 sq. miles, 10 States, many Native American reservations, parts of Alberta and Saskatchewan
Value of crops and livestock over $100 billion in 2008
117 million acres cropland, only 12 million acres irrigated
Produces 46% of wheat, 22% of grain corn, 34% of cattle in the United States
Dependence on the Missouri River for drinking water, irrigation and industrial needs, hydro-electricity, recreation, navigation, and fish and wildlife habitat
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Classification of Urban Areas in the MRB
Increasing Urbanization in the Missouri River Basin
Over 1000 urban areas in the Basin; Population increase in most urban areas.
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Droughts in the Missouri River Basin
The Basin experiences severe to extreme decadal droughts.
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Impacts of DCV phenomena on hydro-meteorology and
water yield in the MRB
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
1950
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1019
0
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750
m^3/sec
Year
1019
1027
1030
MRB USGS Gauged Streamflow (1950-2000)
N N
S S S
N
PDO: Pacific Decadal Oscillation TAG: Tropical Atlantic Gradient N: Northern Missouri River Basin S: Southern Missouri River Basin
Impacts of extrema of PDO,TAG, and WP combine to create droughts (floods?) in the MRB.
1950
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m^3/sec
Year
1013
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1016
Northern Missouri River Basin PDO - TAG - PDO +
Southern Missouri River Basin
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Precip Precip
T max T max
T min T min
% Water Yield Change
% Water Yield Change
!
SWAT Water Yield Changes in PDO Phases PDO+ PDO-
mm/month ~inches/month
°C-days/month
°C-days/month
% water yield change
Positive phase of PDO: More precip., cooler temperatures, and higher water yields
Negative phase of PDO: Less precip., warmer temperatures, and lower water yields
(Mehta et al., JAWRA., 2011)
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Num
ber
of lo
catio
ns
Percent change from climatology
Simulation of DCV Impacts on Missouri River Basin Water Yield with SWAT
PDO impacts on water yield
Significant impacts on Basin-aggregated yield
PDO neg. phase
PDO pos. phase
50-60% change in individual locations; substantial impacts of tropical Atlantic and west Pacific Warm Pool variabilities also
(From: Mehta et al., J. Amer. Water Res. Assoc., 2011)
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Impacts of DCV phenomena on urban water security
in the MRB Case study of climate variability impacts on water security in three urban areas: Great Falls, Montana (small); Lincoln, Nebraska (medium); and Kansas City, Missouri and Kansas (large) Data analysis and simulation of impacts with SWAT
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
The Great Falls Water System
Number of people Served: 64,000 Number of water Connections: ~21,000 Daily maximum delivery Capacity: 56 million gallons
Aerial view of Great Falls and the Missouri River
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Great Falls Water Supply, Precipitation, and Temperatures: 1965 - 2010
June-July-August
Precip. blue Supply black
Max. T solid Min. T dashed Supply black
Corr. coeff. -0.8
Corr. coeff. Tmax 0.89 Tmin 0.57
Very high correlations of water supply variability with precipitation and temperature variability; decadal variations in 1968-77, 1988-94
PDO-
PDO-
PDO+
PDO+
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Great Falls Water Consumption; and SWAT-simulated Water Yield, Ground Water, and Evapotranspiration: 1996 - 2010
June – July - August
Less surface and ground water available, less ET, more demand on the urban water system
Good agreement between interannual variability of observed water consumption and SWAT-simulated water variables
Black – Consumption Red - SWAT
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Great Falls Water System Electricity Usage; and SWAT-simulated Water Yield, Ground Water, and Evapotranspiration: 1996 - 2010
June – July - August
Less surface and ground water available, more electricity consumption to pump water
Good agreement between observed electricity consumption and SWAT-simulated water variables
Black – Electricity Red - SWAT
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
The Lincoln Water System Number of people served: 263,000 Number of water connections: 79,187 Daily maximum delivery capacity: 100 million gallons
Aerial view of Lincoln
74,547 (94%)
4,637 (6%)
Residen2al Commercial
Industrial Irriga2on
Number of customers
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Lincoln Annual Water Supply and Demand, and SWAT-simulated Surface and Ground Water and Evapotranspiration: 1973 - 1999
mm
/yea
r
Gal
lons
ET mm/year Ave. 572
Surf. water mm/year
Ave. 166
Ground water mm/year
Ave. 60
Supply BG/ year
Ave. 12
Ave. daily demand MG/day
Ave. 33
Moderate negative correlation among simulated surface and ground water, and measured water supply and demand Association among PDO+/TAG+, above-average surface and ground water, and below-average water supply and demand Association among PDO-/TAG-, below-average surface and ground water, and above-average water supply and demand
TAG- PDO-
TAG+/- PDO+
TAG- PDO-/+
TAG+ PDO+
TAG- PDO+
TAG- PDO-
TAG+ PDO+
TAG- PDO-/+
75 80 85 90 95 99 73
400
200
0
-200
8
4
0
-4
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Summary
� Several major patterns of decadal climate variability (DCV).
� Substantial associations between hydro-meteorological anomalies in the
Missouri River Basin (MRB) and DCV patterns.
� Hydro-met. anomalies associated with realistic values of the DCV indices
applied to SWAT show substantial sensitivity of water yields in the MRB to
DCV phenomena.
� Good agreement between observed water consumption and other
associated variables measured by Great Falls and Lincoln urban water
systems, and SWAT-simulated water variables.
� SWAT can be used to predict climate variability impacts on urban water
security given skillful climate prediction.
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Thank you!!
missouri.crces.org
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Cross-equatorial SST gradient points south-to- north or north- to-south for a few years to a decade
Substantial SST anomalies (oC) associated with one standard deviation in the time series below
!"#$%&!
'()*+,-"%.#+
Observed Tropical Atlantic SST Gradient Variability Pattern: 1861 – 2010
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Tropical Warm Pool definition: SST above 28.5°C
Average Warm Pool SSTs (°C)
Substantial increase in atmospheric convection and clouds when SST above 28.5°C
Observed West Pacific Warm Pool Average SST Pattern
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Original and detrended time series
Indo-Pacific Warm Pool becoming warmer over the last 50 years; also, multi-year to decadal variability
Observed West Pacific Warm Pool SST Anomaly Time Series
Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013
Great Falls Water Consumption; and SWAT-simulated Water Yield, Ground Water, and Evapotranspiration: 1996 - 2010