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NANJING UNIVERSITY OF INFORMATION SICENCE & TECHNOLOGY Eddy Covariance measurement on Lake Taihu Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang

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Page 1: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

NANJING UNIVERSITY OF INFORMATION SICENCE & TECHNOLOGY

Eddy Covariance measurement on Lake Taihu

Wei Xiao, Xuhui Lee, Jingming ChenShoudong Liu, Wei Wang

Page 2: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth
Page 3: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth
Page 4: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth
Page 5: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Motivation of the research

• As a big shallow lake (~2m depth & ~2460 km2), Lake Taihu should have significant effect on regional weather processes and climate change.

• The surface parameterization in weather forecasting model was not validated due to the lack of detailed measurement.

• Algae bloom is a big environmental problem for Lake Taihu and the basin, but the meteorological and ecological mechanisms controlling the algae bloom were not clearly identified.

• As a powerful tool in land ecosystem research, only a few papers reports the use of eddy covariance method in lake ecosystem.

Page 6: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

History meteorology in the Taihu Basin

1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 201015

15.5

16

16.5

17

17.5

18

Year

Air

tem

pera

ture

at 2

m, d

eg C

58358Dongshan

31.04N,120.2 6E

1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 20102.8

3

3.2

3.4

3.6

3.8

4

4.2

4.4

Year

Win

d sp

eed,

m s

-2

58358 Dongshan

1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 20100

200

400

600

800

1000

1200

1400

1600

1800

Year

Pre

cipi

tatio

n, m

m

58358 Dongshan Temperature increased and wind speed decreased in the past 50 years.

Similar trends were found in almost all the land meteorology site.

Page 7: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Buoy

Eddy covarince

In-lake platform

Microwave radar/Lidar

Surface Met station

Ship-borne isotopemeasurement

Helicopter profiling

Page 8: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Automated surface station

Buoy

Eddy covariance system

Microwave radar/lidar

Helicopter Profiling Ship-borne isotope measurement

Data Center

NUIST & other collaborators

Suzhou Met Bureau

In-lake platform

Page 9: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Our Experimental Site

Page 10: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

NANJING UNIVERSITY OF INFORMATION SICENCE & TECHNOLOGY

EC

microclimate

raingaugedataloggerAC

water temp

EC and microclimate measurement at Taihu site

Page 11: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

NANJING UNIVERSITY OF INFORMATION SICENCE & TECHNOLOGYEC installation

Page 12: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

NANJING UNIVERSITY OF INFORMATION SICENCE & TECHNOLOGY

EC system

south

southeast

3.57m

Page 13: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

EC system

Page 14: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

NANJING UNIVERSITY OF INFORMATION SICENCE & TECHNOLOGY

Microclimate system

Total radiation

Temp and humidity

Wind speed and direction

Solar power

Page 15: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

NANJING UNIVERSITY OF INFORMATION SICENCE & TECHNOLOGYWater temp

Page 16: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

NANJING UNIVERSITY OF INFORMATION SICENCE & TECHNOLOGY

Water surface

20cm100cm

50cm

Water temp

Page 17: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Wind direction

160 180 200 220 240 260 280 300 320 3400

50

100

150

200

250

300

350

DOY of 2010

Win

d di

rect

ion,

deg

Good fetch: wind direction 90~270o, 48%

Page 18: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Energy budget

0 4 8 12 16 20 240

20

40

60

80

100

120

140

160

180

200

Time (hour)

Late

nt h

eat f

lux,

W m

-2

JuneJulyAugustSeptemberOctoberNovember

0 4 8 12 16 20 24-5

0

5

10

15

20

25

30

35

40

45

Time (hour)

Sen

sibl

e he

at fl

ux, W

m-2

JuneJulyAugustSeptemberOctoberNovember

June 0.25July 0.19August 0.17September 0.30October 0.17November 0.18

Monthly Bowen ratio

Page 19: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Lake-land CO2 exchange

0 4 8 12 16 20 24-0.2

-0.1

0

0.1

Time (hour)

Net

CO

2 exc

hang

e, m

g m

-2 s

-1

JuneJulyAugustSeptemberOctoberNovember

229 230 231 232 233 234 235 236 237-0.2

-0.15

-0.1

-0.05

0

DOY of 2010

NE

E, m

g m

-2 s

-1

Page 20: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Solar angle and cloudiness are the main drivers of abledo variations. We need to identify the effect of water quality on water suface albedo.

Water albedo

-10 0 10 20 30 40 50 60 70 80 900

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

Solar elevation angle, rad

Alb

edo

JuneJulyAugustSeptemberOctoberNovemberHenderson-sellers Simulation

Page 21: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

223 224 225 226 227 228 229 230 231 232 23329

30

31

32

33

34

35

36

DOY of 2010

Tem

pera

ture

, deg

C

20cm depth50cm depth100cm depth150cm depthLake bottom

160 180 200 220 240 260 28020

22

24

26

28

30

32

34

DOY of 2010

Wat

er te

mpe

ratu

re, d

eg C

Water temperature

164 166 168 170 172 174 176 178

22

24

26

28

30

32

Wat

er te

mpe

ratu

re, d

eg C

184 186 188 190 192 194 196 198

22

24

26

28

30

32

DOY of 2010

Wat

er te

mpe

ratu

re, d

eg C

100cm depth50cm depth20cm depth

Page 22: Wei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei WangWei Xiao, Xuhui Lee, Jingming Chen Shoudong Liu, Wei Wang. Motivation of the research • As a big shallow lake (~2m depth

Net radiation siteNet radiation site