ucl department of geography · ucl department of geography climate change impacts on the mekong...

18
UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography, University College London Geoff Kite Hydro-Logic Solutions

Upload: others

Post on 17-Jun-2020

1 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

UCL DEPARTMENT OF GEOGRAPHY

Climate change impacts on the Mekong River

Daniel Kingston, Richard Taylor, Julian Thompson, Martin ToddDepartment of Geography, University College London

Geoff KiteHydro-Logic Solutions

Page 2: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

The Mekong basin

• 795,000 km2

• 4200km long• From Tibetan plateau (>5000m) to

Vietnam and South China Sea• China, Burma, Thailand, Laos,

Cambodia & Vietnam• ~ 50 million people• Socio-economic importance:

– Fish:• 700,000 tons, 300 species p.a. (1992)• Fish are 50-80% total protein intake

– Agriculture– Hydropower

Page 3: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Climatology

• Mid-May to early October: southwesterly circulation, rainy.– 90% annual precip between

May-Oct• October-March: northeasterly

circulation, dry• Snow storage and release in

Tibet vs monsoon rains in lower basin

• Mean annual rainfall ranges from 1000mm in northeast Thailand to >3200mm in mountainous regions of Laos. Mean annual precip (mm)

(IWMI Atlas)

Page 4: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Hydrology

• Mean total annual discharge = 475bn m3

– 6th largest in world

Mekong Basin Streamflow

0

5000

10000

15000

20000

25000

30000

1 2 3 4 5 6 7 8 9 10 11 12

Month

Stre

amflo

w, m

3/s

Mekong at Pakse, 1981-1990 Mekong at Chiang Sen, 1960-1987Mekong at Mukdahan, 1924-1987 Chi at Yasothon, 1953-1987Mun at Ubon Rachathani, 1955-1987

Mun at Ubon

Mekong at Mukdahan

Mekong at Chiang Saen

Mekong at Pakxe

Chi at Yasothon

Page 5: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Hydrological model

• SLURP (Semi-distributed Land-Use Runoff Process) model (Kite, 1995)– Semi-distributed, physically

based• Previously applied to the

Mekong– Kite, G. (2001) Journal of

Hydrology, 253 pp1-13.– Model period 1994-1998

Fast Storage

Runoff

Interflow

Snow Storage

Slow Storage

Infiltration

Percolation

Sublimation

Interception

Snowmelt

Precipitation

Groundwater-flow

Evapo-transpi-ration

Canopy Storage

Transpi-ration

Irrig-ation

Withdrawals

Page 6: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Initial model set-up

• 13 sub-basins derived from DEM– USGS GTOPO-30

• Sub-basins further divided, based on land-use (9 categories)– USGS data

• FAO world soil map

Page 7: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Re-calibration of SLURP for QUEST-GSI

• Change from sparse network of daily station climate data to 0.5 degree gridded monthly data set

• Change of calibration period from 1994-1998 to QUEST 1961-90 baseline period– With 1991-1998 used for model

validation

• Modelled to Pakxe only– 570,000km3, ~70% of basin

Lancang

Mekong1

Namou

Chi

Chi-mun

Nam-ngum

Mekong2Mun

Page 8: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Re-calibration (2)

• Substitution of CRU TS 3 precipitation data with University of Delaware data set

• Change of PET algorithm– From Penman-Monteith to Linacre

method• Data reliability issues

• Manual parameter adjustment

• Final calibration– Nash-Sutcliffe = 0.94– Spearman coefficient = 0.95

• 1991-1998 validation– Consistent with calibration period

05000

1000015000

20000

2500030000

35000

1 2 3 4 5 6 7 8 9 10 11 12mea

n da

ily d

isch

arge

(m-3

s-1

)

obsobs-15%obs+15%model

0

10000

20000

30000

40000

50000

0 20 40 60 80 100

% exceedence

mea

n da

ily d

isch

arge

(m

-3 s

-1)

obsmodel

Page 9: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Scenarios

• 1-6 °C prescribed warming on HadCM3• 2 °C prescribed warming on all 7 GCMs

– (HadCM3, HadGEM1, CCCMA, CSIRO, IPSL, MPI, NCAR)

• All 4 SRES scenarios on HadCM3 (2040-69)– A1b, A2, B1, B2

• SRES A1b on all 7 GCMs (2040-69)

Page 10: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Prescribed warming on HadCM3

• Near-linear trend in annual runoff with increased mean global temperature

• Decreased peak season runoff• Increased early season runoff

0

5000

10000

15000

20000

25000

30000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(cum

ecs)

baseline1deg2deg3deg4deg5deg6deg

Annual runoff anomaly from baseline

-5

0

5

1deg 2deg 3deg 4deg 5deg 6deg

anom

aly

(%)

Page 11: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Prescribed warming on HadCM3:temperature vs precipitation

• Temperature: decreasing peak season flow

• Precipitation: increasing flow from May-December

Precipitation climate change signal

05000

100001500020000250003000035000

j f m a m j j a s o n dmea

n da

ily d

isch

arge

(m-

3 s-1)

baseline1deg2deg3deg4deg5deg6deg

Temperature climate change signal

05000

1000015000200002500030000

j f m a m j j a s o n dmea

n da

ily d

isch

arge

(m-

3 s-1)

baseline1deg2deg3deg4deg5deg6deg

Page 12: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

2deg prescribed warming on all GCMs

• No consistent signal• Either on an annual or

seasonal basis• No outlier GCM

0

5000

10000

15000

20000

25000

30000

35000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(m-3

s-1)

baselinehadcm3cccmacsiroipslmpincarhadgem1

Annual runoff anomaly from baseline

-15

-10

-5

0

5

10

hadcm3 cccma csiro ipsl mpi ncar hadgem

anom

aly

(%)

Page 13: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

2 degree prescribed warming:temperature vs precipitation

• Temperature climate change signal very similar between GCMs

• Little consistency in precipitation climate change signal between GCMs

Temperature climate change signal

05000

1000015000200002500030000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(m-3

s-1)

baselinehadcm3cccmacsiroipslmpincarhadgem

Precipitation climate change signal

05000

100001500020000250003000035000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(m

-3s-

1)

baselinehadcm3cccmacsiroipslmpincarhadgem

Page 14: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

SRES scenarios on HadCM3 (2040-69)

• Little difference between A1b, A2, B1 and B2

• All show very small (<1%) changes in mean annual runoff

• Decreased peak season flow; slight increase in early season flow

0

5000

10000

15000

20000

25000

30000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(m-3

s-1)

baselinea1ba2b1b2

Annual runoff anomaly from baseline

-5

-3

-1

1

3

5

a1b a2 b1 b2

anom

aly

(%)

Page 15: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

SRES A1b on all 7 GCMs (2040-69)• Follows pattern at 2 °C

prescribed warming:• No consistent signal• Either on an annual or

seasonal basis• No outlier GCM

0

5000

10000

15000

20000

25000

30000

1 2 3 4 5 6 7 8 9 10 11 12

mea

n da

ily d

isch

arge

(m-3

s-1)

baselinehadcm3cccmacsiroipslmpincarhadgem

annual runoff anomaly from baseline

-15

-10

-5

0

5

10

hadcm3 cccma csiro ipsl mpi ncar hadgem

% a

nom

aly

Page 16: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Summary:Uncertainty envelopes

1-6 °C prescribed warming on HadCM3

05000

1000015000200002500030000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(m

-3s-1

)

2 °C prescribed warming across all 7 GCMs

05000

100001500020000250003000035000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(m

-3s-1

)

HadCM3 SRES scenarios (2040-2069)

05000

1000015000200002500030000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(m

-3s-1

)

SRES A1b across all 7 GCMs (2040-69)

05000

1000015000200002500030000

j f m a m j j a s o n d

mea

n da

ily d

isch

arge

(m

-3s-1

)

Solid line=baseline; dotted lines indicate upper and lower bounds of climate change signal

Page 17: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Summary

• GCM uncertainty > climate sensitivity and emissions uncertainty

• Common themes– Emissions uncertainty relatively small for 2040-69– Uncertainty from GCMs primarily from precipitation, not

temperature– Little change in low flow season

Page 18: UCL DEPARTMENT OF GEOGRAPHY · UCL DEPARTMENT OF GEOGRAPHY Climate change impacts on the Mekong River Daniel Kingston, Richard Taylor, Julian Thompson, Martin Todd Department of Geography,

Further work

• Model uncertainty– Parameterisation– Model structure

• (comparison with global model)

• Land use change• Abstractions

– ?

GLOBAL MODEL

0

50

100

150

200

J F M A M J J A S O N D

runo

ff (m

m)

baselinecccmaipslmpincarhadcm3

CATCHMENT MODEL

0

50

100

150

200

J F M A M J J A S O N D

runo

ff (m

m)

baselinecccmaipslmpincarhadcm3

SRES A1b (2040-2069)