31
The Colorado River Basin Drought Michelle Stokes Hydrologist In Charge Colorado Basin River Forecast Center April 29, 2013 NOAA’s National Weather Service NOAA’s National Weather Service

NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

  • Upload
    others

  • View
    4

  • Download
    0

Embed Size (px)

Citation preview

Page 1: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

The Colorado River Basin Drought

Michelle Stokes

Hydrologist In Charge Colorado Basin River Forecast Center

April 29, 2013

NOAA’s National Weather Service

NOAA’s National Weather Service

Page 2: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Overview

• Recent History • Water Supply Forecasts for 2013- 2014 • Beyond 2014… • Incorporating climate information into water supply forecasts

Page 3: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Lake Powell Inflows

0

2000

4000

6000

8000

10000

12000

14000

16000

18000

1964

19

65

1966

19

67

1968

19

69

1970

19

71

1972

19

73

1974

19

75

1976

19

77

1978

19

79

1980

19

81

1982

19

83

1984

19

85

1986

19

87

1988

19

89

1990

19

91

1992

19

93

1994

19

95

1996

19

97

1998

19

99

2000

20

01

2002

20

03

2004

20

05

2006

20

07

2008

20

09

2010

20

11

2012

Lake Powell April-July Inflow (kaf)

Average

Page 4: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Very wet to very dry year…

Page 5: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Current Drought

Page 6: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

2013 Precipitation

Page 7: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for
Page 8: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

And then came April…

Page 9: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

SNOTEL

Page 10: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for
Page 11: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Lake Powell Forecast - 2013

Lake Powell: (April 16, 2013) MP (50%) 2900 KAF 41%

Page 12: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Projected Impacts to Lake Powell

Page 13: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Lake Powell & Lake Mead Operational Diagrams for 2010

Major releases depend on CBRFC April 1 Forecasts Upper Colorado Reservoir Management

Page 14: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

ENSO Neutral

Page 15: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

CPC Precipitation Outlook

Page 16: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

2014 Outlook

•  Dry antecedent conditions •  Model trends back to normal

•  Water supply forecasts for Lake Powell 2014: 85-90% of average.

Page 17: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Climate is changing… What can we expect?

Wet get wetter and dry get drier…and the Southwest likely to get drier; variability likely to increase Wide range of projected declines in Colorado River average inflow (0 to 40%) Lot’s of research on-going (and needed)

From IPCC 4th Assessment Report Adapted from Western Water Assessment

Page 18: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Loading the climate dice*

Assume the period from 1951 – 1980 as a “base period” •  Relatively stable global temperature •  Within the Holocene range, which is a period of time

that the natural world and civilization adapted to Fit the information to a standard bell curve

? *From Hansen et al. 2012

Page 19: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Loading the climate dice

Front

Back

Front

Back

Front

Back

Back

Front

Page 20: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

1970   1980   1990   2000  

ESP  first  used  at  California-­‐Nevada  

River  Forecast  Center  

NWS/HRL  begins  ESP  development  

ESP  first  presented  at  the  Western  Snow  Conference

ESP  used  for                      drought    assessment    

ESP  used  for  water  supply  forecasts  

ESP  released  with  NWSRFS

ESP  Analysis  and  Display  Program  (ESPADP)  

development  started

ESPADP  deployed  to  the  field

Water  Resources  ForecasHng  Services  (WARFS)  quanHfies  

value  of  ESP

Climate  PredicHon  Center  (CPC)  forecast  pre-­‐adjustment          developed  for  use  in  ESP  

Historic  development  of  ESP  (Ensemble  Streamflow  Predic9on)    

Medium to long-range ESP short-medium-long range ESP

Experimental  Ensemble  Forecast  System  (XEFS)  

work  begins  

Western  Snow  Conference  paper,  1977  

Work to incorporate climate forecasts

Page 21: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Hydrologic Ensemble Forecast System - HEFS

Page 22: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

How the CBRFC is helping stakeholders adapt

•  Ensemble streamflow traces •  Snow monitoring •  Model enhancement/improvements:

•  ESP analysis •  Verification •  Daily updates •  Recalibrate

Page 23: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

When will the drought end?

• When we figure out how to adapt to it! •  Build upon current cooperative and collaborative

relationships to provide stakeholders with the tools they need to make informed and beneficial decisions.

•  Reach out to those that are unaware of the tools and resources available to them at the CBRFC.

• Strengthen data availability and analytical techniques through active participation and communication •  Regional stakeholder groups •  National initiatives to inform the public about climate

change

Page 24: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Questions?

Page 25: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Backup slides

Page 26: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Forecast Method: Ensemble Streamflow Prediction Technique

Can also include forecast precipitation and temperature.

CBRFC:

•  10 days of forecast max/min temperatures. •  5 days of forecast precipitation and 0 days of forecast precipitation

81 82 83 84 85

CBRFC: Currently using water years 1981-2010

Historical time series of precipitation and

temperature

More information available from COMET: www.meted.ucar.edu/hydro/ESP/Intro/

Page 27: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

ESP Technique (cont.)

Page 28: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

1.  Select a forecast window 2.  Select a forecast variable 3.  Model derives a

distribution function 4.  50% exceedance value =

most probable forecast 5.  Also use 10%/90% levels

April – July

Volume

ESP - cont

Page 29: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Incorporating Climate Forecasts in ESP

Pre-Adjustment Technique Weight/Modify Inputs

81 82 83 84 85

Climate Forecasts

Post-Adjustment Technique Weight Outputs

Current and historical ENSO states

Page 30: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

HEFS - cont

ESP

HEFS

Page 31: NOAA’s National Weather Service · 2013-05-08 · NOAA’s National Weather Service NOAA’s National Weather Service . Overview •Recent History •Water Supply Forecasts for

Experimental ensembles (with short to long range climate inputs)

GFS  (14  days)  and  CFS  based  ensembles:  experimental  products  updated  daily  at  Colorado  RFC  (CBRFC)  &  California-­‐

Nevada  RFC  (CNRFC)  

GFS     CFS    

flood

www.cbrfc.noaa.gov/devel/hefs/