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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

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Page 1: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Lake Powell Inflows

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Lake Powell April-July Inflow (kaf)

Average

Page 4: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Very wet to very dry year…

Page 5: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Current Drought

Page 6: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

2013 Precipitation

Page 7: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique
Page 8: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

And then came April…

Page 9: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

SNOTEL

Page 10: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique
Page 11: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Lake Powell Forecast - 2013

Lake Powell:

(April 16, 2013)

MP (50%) 2900 KAF 41%

Page 12: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Projected Impacts to Lake Powell

Page 13: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

ENSO Neutral

Page 15: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

CPC Precipitation Outlook

Page 16: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Loading the climate dice

Front

Back

Front

Back

Front

Back

Back

Front

Page 20: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 Forecasting Services (WARFS) quantifies

value of ESP

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

Historic development of ESP (Ensemble Streamflow Prediction)

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Hydrologic Ensemble Forecast System - HEFS

Page 22: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Questions?

Page 25: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Backup slides

Page 26: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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

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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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

ESP Technique (cont.)

Page 28: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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 · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

Incorporating Climate

Forecasts in ESP

Pre-Adjustment Technique

Weight/Modify Inputs 81

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Climate Forecasts

Post-Adjustment Technique

Weight Outputs Current and historical

ENSO states

Page 30: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

HEFS - cont

ESP

HEFS

Page 31: NOAA’s National Weather Service · Michelle Stokes Hydrologist In Charge ... with NWSRFS ESP Analysis and Display ... Ensemble Streamflow Prediction Technique

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/