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tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE Branko Kerkez UoM CEE Andrew Gronewold NOAA, UoM CEE

EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Page 1: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

tinyurl.com/bkerkez

EVAPORATION ON THE

GREAT LAKES

Kevin Fries UoM CEE

Branko Kerkez UoM CEE

Andrew Gronewold NOAA, UoM CEE

Page 2: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

tinyurl.com/bkerkez

Page 3: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Great Lakes Evaporation

Kevin Fries (PhD Student), John Lenters (LimonTech), Andrew (NOAA)

Page 4: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Water level fluctuations

Source: Lenters (2014)

Page 5: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Measurements

Source: Great Lakes IMDS

Page 6: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Precipitation

Source: Lenters and Hunter et al

Page 7: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Flow

Source: Lenters and Hunter et al

Page 8: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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GLEN

Page 9: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Great Lakes

Evaporation

Network

Great Lakes Evaporation Network (GLEN)

More overlake evaporation

measurements are needed

Page 10: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Measuring Evaporation

Eddy

Covariance

Energy

Balance

Licor

SW LW H E

Page 11: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Measuring Evaporation

Eddy

Covariance

Energy

Balance

Licor

SW LW H E

Page 12: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Eddy Covariance

Instrumentation

Fixed Location

Very Expensive

Page 13: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Measuring Evaporation

Eddy

Covariance

Energy

Balance

Licor

SW LW H E

Page 14: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Energy Balance

Solve for evaporation by

measuring energy budget

Can be very accurate (5-10%)

Measure: relative humidity, wind,

air and water temperature,

radiation

Lenters (2014)

SW LW H E

Page 15: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Energy Balance Buoy Solve the energy balance in real-time

GLERL RECON Buoy Network

Page 16: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Buoy

RS232

RECON Linux

Hukseflux Net Radiometer Vaisala Hygrometer

μC PSoC5

Page 17: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Bowen Ratio drifter Only measures variables related to Bowen Ratio

Simpler, cheaper, but requires calibration constant (k)

Page 18: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Drifter

PSoC 5

150WX Wind, Temp/RH

Thermocouple

SBD Iridium

Satellite Module

Page 19: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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A Hierarchical architecture

for evaporation data

Page 20: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

tinyurl.com/bkerkez

A Hierarchical architecture

for evaporation measurements

Page 21: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

tinyurl.com/bkerkez

A Hierarchical architecture

for evaporation data

Page 22: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Buoy Drifters

Page 23: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Preliminary Results

Average

August 135 mm

September 175 mm

October 205 mm

Page 24: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Page 25: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Motivation

Source: GLERL CoastWatch

• Temperature

• Dew Point

• Wind Speed

• Wind Direction

• Air Pressure

• SST

• Radiation

• Cloud cover

Page 26: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Motivation

2014: all observations

Page 27: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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July 1, 2014 Wind Speed

NDFD Model Corrected Model

Page 28: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Optimal Sensor Placement

Page 29: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Thank You

Page 30: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Energy Balance Buoy Solve the energy balance in real-time

GLERL RECON Buoy Network

Expensive

Page 31: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Calibration constants Once energy balance is solved, a correlation between

evaporation and vapor pressure arises

Lenters (2012, 2014)

Once calibrated

Not needed

Page 32: EVAPORATION ON THE GREAT LAKESgraham.umich.edu/media/files/watercenter/Session-05-Speaker-04_Kerkez.pdf · tinyurl.com/bkerkez EVAPORATION ON THE GREAT LAKES Kevin Fries UoM CEE UoM

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Bowen Ratio Energy Balance (BREB) Use buoy data to calibrate drifter readings