droughts in ohio: shall we be worried? tiao j. chang department of civil engineering russ college of...

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Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared for the WMAO 2009 Fall Conference November 5, 2009

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Page 1: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Droughts in Ohio: Shall We be Worried?

Tiao J. Chang

Department of Civil Engineering

Russ College of Engineering, Ohio University

Athens, Ohio 45701

Prepared for the WMAO 2009 Fall Conference

November 5, 2009

Page 2: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Precipitations in OhioGeographic Distribution (World Book)

Page 3: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Precipitations in OhioTemporal Distribution (ODNR)

Page 4: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Streamflows in Ohio:Athens Gauging Station (USGS)

Page 5: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Streamflows in Ohio:Delaware Gauging Station (USGS)

Page 6: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Ohio - Blessed Land

As far as

water is concerned,

it is promised.

Page 7: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Streamflows in Ohio:Athens Gauging Station (USGS)

Page 8: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

1988 Drought in the Midwest

Page 9: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

1988 Drought in the Midwest (Athens Messenger, 6-10-1988)

Page 10: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

1988 Drought in the Midwest (Athens Messenger, 6-9-1988)

Page 11: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

1988 Drought in the Midwest (Athens Messenger, 6-20-1988)

Page 12: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

1988 Drought in the Midwest (Athens Messenger, June 1988)

Page 13: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

How to Define Droughts(AWRA Journal, October 1990)

Page 14: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

A 100-year Drought?(AWRA Journal, October 1990)

Page 15: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Truncation Level of Drought IndicatorsStreamflow, Precipitation, Reservoir Level

Page 16: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Drought DefinitionTemperature and Groundwater Drawdown

Page 17: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Levels of Drought Severity

• 70% Drought Severity

• 80% Drought Severity

• 90% Drought Severity

•95% Drought Severity

Page 18: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

A Drought Monitoring Method

• Operable under existing conditions– Palmer Drought Severity Index (Palmer, 1965)

• Technically effective

• Acceptable by all parties

Page 19: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Drought Indicators

• Streamflow

• Precipitation

• Groundwater Level - drawdown

•Temperature -

•Reservoir Level -

Page 20: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Scioto River Basin

Page 21: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Streamflow

Gauging

Stations (18)

Page 22: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example of Truncation Levels: Daily Streamflow

• Olentangy River at Delaware

• Mean daily flow: 10.00 cms

• 70% Truncation Level: 0.911 cms

• 80% Truncation Level: 0.651 cms

• 90% Truncation Level: 0.453 cms

• 95% Truncation Level: 0.312 cms

Page 23: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Precipitation

Gauging

Stations (21)

Page 24: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Temperature

Gauging

Stations (13)

Page 25: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Groundwater

Wells (14)

&

Reservoirs (4)

Page 26: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Precipitation

Gauging

Stations (21)

Page 27: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Mean Drought Durations

Page 28: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Conditional Probabilityfrom 70% to 80%

Page 29: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Severity Levels of Streamflow Drought

•Based on daily flow monitoring, a drought event is between two levels of severity

– Duration of current event ≥ Mean drought duration– Conditional probability ≥ 0.50

• Levels of Severity Selection– Gauging Stations– Indicator: majority of gauging stations

Page 30: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Gauging Stations in the Basin

Page 31: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Basinwide Drought Severity Levels

• Streamflow drought plus at least one other indicator exceeding the severity level of streamflow drought - Level of streamflow drought is selected.

• Streamflow drought plus at least one other indicator reaching 70% but not exceeding that of streamflow drought – 70% is selected

• Streamflow not reaching 70% but at least two other indicators are – 70% is selected

Page 32: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Test for April 1988

Page 33: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Test for May 1988

Page 34: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Test for June 1988

Page 35: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Summary: The monitoring method

• Groundwater drawdown indicated the drought event at the earliest stage.

• Precipitation is the most sensitive drought indicator.

• Based on the definition as stated, streamflow becomes the most critical basinwide drought indicator?

Page 36: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Flood vs. Drought

• Reservoirs operated for flood control only

• Can that be for drought management?

Page 37: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Four Reservoirs in the Basin

Page 38: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Requirements for the Optimization Model

• Minimum release is required for each reservoir.

• Minimum streamflow at control stations according to demands at a given drought severity level.

• Mass conservation of a reservoir.

• Minimum reservoir elevation for a reservoir.

Page 39: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Assumptions for the Optimization Model

•Maximum Release - the amount enclosed between the specified reservoir elevation and the 70% truncation level of the reservoir.

• Area Factor- contribution of a reservoir to a downstream control station is proportional to the drainage area of a reservoir.• Distance Factor - contribution of a reservoir to a

downstream control station is inversely proportional to the distance of the reservoir from the control station.

Page 40: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Expression of Area Factor

Page 41: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Expression of Distance Factor

Page 42: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Objective Function of the Optimization Model

Page 43: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Constraints for Minimum Flows at Control Stations

Page 44: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Constraints for Mass Conservation of Involved Reservoirs

Page 45: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Constraints for Minimum Releases from Involved Reservoirs

Page 46: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example of Constraints for 70% Drought Severity

Page 47: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example for Deer Creek- April 1988

Page 48: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example for Deer Creek-May 1988

Page 49: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example for Deer Creek-June 1988

Page 50: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example for Paint Creek-May 1988

Page 51: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example for Paint Creek-June 1988

Page 52: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example for Paint Creek-July1988

Page 53: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Example Paint Creek-August 1988

Page 54: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Paint Creek - September 1988

Page 55: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Summary:The Optimization Method

• Daily monitoring of drought severity as defined enables an optimum model for management using flood-control reservoirs.

• The developed area factor and distance factor rationalize conflicting constraints for

competing uses under the stress of water shortage.

• The safe yield of a reservoir estimated based on drought severity levels eases the operation of the reservoir.

Page 56: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Water in Ohio Yin: Shortage of water; Yang: Too much of water

Yin and yang are complementary

Page 57: Droughts in Ohio: Shall We be Worried? Tiao J. Chang Department of Civil Engineering Russ College of Engineering, Ohio University Athens, Ohio 45701 Prepared

Personal Reflections

• ConservationMass, Energy, and Momentum

• Equilibrium Water and Watershed