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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. What is decadal climate variability (DCV)? Importance of the Missouri River Basin (MRB) Impacts of DCV phenomena on hydro-meteorology and water yield Impacts of DCV Phenomena on urban water security Summary Acknowledgements NOAA - Climate Program Office - Sectoral Applications Research Program Grants NA06OAR43100681 and NA11OAR4310147

Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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Page 1: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 2: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 3: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013

What is decadal climate variability (DCV)?

Page 4: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 5: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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.

Page 6: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013

Importance of the Missouri River Basin

Page 7: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 8: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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.

Page 9: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013

Droughts in the Missouri River Basin

The Basin experiences severe to extreme decadal droughts.

Page 10: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013

Impacts of DCV phenomena on hydro-meteorology and

water yield in the MRB

Page 11: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013

1950

1952

1954

1956

1958

1960

1962

1964

1966

1968

1970

1972

1974

1976

1978

1980

1982

1984

1986

1988

1990

1992

1994

1996

1998

2000

1019

0

50

100

150

200

250

300

350

400

450

500

550

600

650

700

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

1952

1954

1956

1958

1960

1962

1964

1966

1968

1970

1972

1974

1976

1978

1980

1982

1984

1986

1988

1990

1992

1994

1996

1998

2000

1013

0

50

100

150

200

250

300

350

400

450

500

550

600

650

700

750

800

850

900

950

1000

m^3/sec

Year

1013

1011

1016

Northern Missouri River Basin PDO - TAG - PDO +

Southern Missouri River Basin

Page 12: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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)

Page 13: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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)

Page 14: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 15: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 16: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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+

Page 17: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 18: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 19: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 20: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 21: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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.

Page 22: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

Mehta, Rosenberg, Mendoza SWAT Conference; Toulouse, France 17 July 2013

Thank you!!

missouri.crces.org

Page 23: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 24: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 25: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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

Page 26: Vikram M. Mehta, Norman J. Rosenberg, and …Vikram M. Mehta, Norman J. Rosenberg, and Katherin Mendoza The Center for Research on the Changing Earth System, Catonsville, Maryland,

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