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Climate Change Impact on
Water & Water Use Sectors in
Asian River Basins
Dr. SangamShrestha
Asian Institute of Technology
2
Climate ChangeResearch
Water Engineering & Management, AIT
SN Country Research
1 Afghanistan 7
2 Bangladesh 1
3 Bhutan 2
4 Cambodia 4
5 Canada 1
6 India 3
7 Indonesia 1
8 Kenya 2
9 Laos 2
10 Mekong Region 3
11 Myanmar 9
12 Nepal 15
13 Pakistan 26
14 Philippines 2
15 Sri Lanka 3
16 Thailand 30
17 Vietnam 11
Total 122
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
Hydrology Groundwater Hydropower Agriculture
Irrigation Floods Droughts
Climate Change & Water
3
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
4
Methodology
Global Climate Model (GCMs)
Regional Climate Model (RCMs)
Downscaling & Bias Correction
Future climate at local/basin
Climate Change Projection
Hydrological
Modelling
Reservoir
Simulation
Crop Modelling
Water Quality
Modelling
Groundwater
Modelling
Hydrodynamic
Modelling
Results
Future climate
Future streamflow
Future hydropower
Future crop yield
Future water quality
Future groundwater levels
Future flooding extents
Modelling
STUDY
BASINS
5
CLIMATE CHANGE: SOUTH-EAST ASIAN PERSPECTIVE
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
6
Projected Future Temperature
Dashed vertical lines separates
Baseline (1976-2005), Near future (2006-2040), Mid future (2041-2070) and Far future (2071-2100) periods.
Min: 0.5°C, Yang, RCP4.5
Max: 5.8°C, Chindwin, RCP8.5
Min: 0.5°C, Yang, RCP4.5
Max: 5.3°C, Chindwin, RCP8.5
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
7
Projected Future Precipitation
BL: Baseline (1974-2005), NF: Near future (2006-2040),
MF: Mid future (2041-2070) and FF: Far future (2071-2100) periods.
RCP4.5
Min: -0.3, Bandung
Max: 616.8, Srepok
RCP8.5
Min: -13.8, Bago
Max: 857.6, Srepok
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
8
Projected Future Hydrology
BL: Baseline (1976-2005), NF: Near future (2006-2040),
MF: Mid future (2041-2070) and FF: Far future (2071-2100) periods.
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
9
Projected Future Hydrological Extremes
Low Flow
Expected to increase in future except
Bandung (negligible)
High flow
Expected to increase in future
BL: Baseline (1976-2005), NF: Near future (2006-2040),
MF: Mid future (2041-2070) and FF: Far future (2071-2100) periods.
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
10
Climate Change Impact on Hydrology & Flood Hazard in the Lancang Mekong River Basin
Lancang Mekong River Basin
Future
Tmax
Future
Precipitation
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
11
Flood Hazard Mapping in Cambodian Mekong Floodplain (27,760 km2)
Far Future
Mid Future
Near Future
Baseline
25
50
100
Return
Period
(years)
Time
period
Return
Period
Flood Hazard Area (km2)
Very
Low
Low
Mediu
m
High
Very
High
Total
Baseline
(1988–
2014)
25 263 645 1,621 4,110 6,195 12,832
50 278 687 1,712 4,295 6,338 13,311
100 262 654 1,697 4,428 6,731 13,772
SSP2-4.5
Near
Future
(2021–
2045)
25 232 582 1,481 4,137 7,367 13,799
50 227 585 1,608 4,391 7,501 14,312
100 221 567 1,596 4,370 7,620 14,375
Mid
Future
(2046–
2070)
25 241 598 1,459 4,048 7,267 13,612
50 239 603 1,640 4,432 7,308 14,221
100 240 603 1,635 4,428 7,336 14,242
Far Future
(2071–
2100)
25 244 570 1,515 4,434 8,062 14,425
50 192 529 1,540 4,254 8,119 14,634
100 188 517 1,533 4,235 8,192 14,665
SSP2-4.5
Flood extent>>increasing
Very high flood hazard (>3.5m)
area>> increasing by 10 to 30%
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
12
Climate change, land use change, and abstraction impacts on groundwater resources in
Bangkok & Vicinity
30
32
34
36
38
1976
1984
1992
2000
2008
2016
2024
2032
2040
2048
2056
2064
2072
2080
2088
2096
Maximum
Temperature
(°C)
Observed Ensemble (RCP4.5)
Ensemble (RCP8.5)
20
22
24
26
28
30
1976
1984
1992
2000
2008
2016
2024
2032
2040
2048
2056
2064
2072
2080
2088
2096
Minimum
Temperature
(°C)
Observed Ensemble (RCP4.5)
Ensemble (RCP8.5)
Max. Temp. (Tmax)
Min. Temp. (Tmin)
BL: 33°C
BL: 23.5°C
0
500
1000
1500
2000
2500
3000
1976 1984 1992 2000 2008 2016 2024 2032 2040 2048 2056 2064 2072 2080 2088 2096
Rainfall
(mm)
Observed Ensemble (RCP4.5) Ensemble (RCP8.5)
Annual Rainfall
BL:1146 mm
Baseline: 1976–2005; NF: 2010–2039; MF: 2040–2069; FF: 2070–2099
Hydrogeological setting in
Lower Chao- phraya River Basin
Bangkok and its vicinity
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
13
Climate change, land use change, and abstraction impacts on groundwater resources in
Bangkok & Vicinity
Absolute change in future groundwater level with respect to observed groundwater level (2001)
in 2030, 2060 and 2090 for PD, NL and NB aquifer layers under High Urbanization scenario
(HU) (Built up area 15>>52% by 2100) and RCP 4.5 and 8.5 scenario for pumping scenario 3
-9
-8
-7
-6
-5
-4
-3
-2
-1
0
2030 2060 2090 2030 2060 2090
RCP 4.5 RCP 8.5
Average
change
in
groundwater
level
(m)
High Urbanization and Pumping Scenario (S3)
PD NL NB
Future groundwater level:
Climate change + high
urbanization + pumping
scenario 3
• Scenario 3: The pumping rate was
assumed to increase by 20%, 40% and
60% in 2030, 2060 and 2090 respectively
(Pessimistic scenario ).
Climate Change: Resilience, Transformation and Equity
Pullman Grande, Sukhumvit, Bangkok
28 April 2023
14
Dashed vertical lines separates
Baseline (1974-2005), Near future (2011-2040), Mid future (2041-2070) and Far future (2071-2100) periods.
Thank you!

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Climate Change Impact on Water & Water Use Sectors in Asian River Basins

  • 1. Climate Change Impact on Water & Water Use Sectors in Asian River Basins Dr. SangamShrestha Asian Institute of Technology
  • 2. 2 Climate ChangeResearch Water Engineering & Management, AIT SN Country Research 1 Afghanistan 7 2 Bangladesh 1 3 Bhutan 2 4 Cambodia 4 5 Canada 1 6 India 3 7 Indonesia 1 8 Kenya 2 9 Laos 2 10 Mekong Region 3 11 Myanmar 9 12 Nepal 15 13 Pakistan 26 14 Philippines 2 15 Sri Lanka 3 16 Thailand 30 17 Vietnam 11 Total 122
  • 3. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 Hydrology Groundwater Hydropower Agriculture Irrigation Floods Droughts Climate Change & Water 3
  • 4. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 4 Methodology Global Climate Model (GCMs) Regional Climate Model (RCMs) Downscaling & Bias Correction Future climate at local/basin Climate Change Projection Hydrological Modelling Reservoir Simulation Crop Modelling Water Quality Modelling Groundwater Modelling Hydrodynamic Modelling Results Future climate Future streamflow Future hydropower Future crop yield Future water quality Future groundwater levels Future flooding extents Modelling
  • 6. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 6 Projected Future Temperature Dashed vertical lines separates Baseline (1976-2005), Near future (2006-2040), Mid future (2041-2070) and Far future (2071-2100) periods. Min: 0.5°C, Yang, RCP4.5 Max: 5.8°C, Chindwin, RCP8.5 Min: 0.5°C, Yang, RCP4.5 Max: 5.3°C, Chindwin, RCP8.5
  • 7. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 7 Projected Future Precipitation BL: Baseline (1974-2005), NF: Near future (2006-2040), MF: Mid future (2041-2070) and FF: Far future (2071-2100) periods. RCP4.5 Min: -0.3, Bandung Max: 616.8, Srepok RCP8.5 Min: -13.8, Bago Max: 857.6, Srepok
  • 8. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 8 Projected Future Hydrology BL: Baseline (1976-2005), NF: Near future (2006-2040), MF: Mid future (2041-2070) and FF: Far future (2071-2100) periods.
  • 9. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 9 Projected Future Hydrological Extremes Low Flow Expected to increase in future except Bandung (negligible) High flow Expected to increase in future BL: Baseline (1976-2005), NF: Near future (2006-2040), MF: Mid future (2041-2070) and FF: Far future (2071-2100) periods.
  • 10. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 10 Climate Change Impact on Hydrology & Flood Hazard in the Lancang Mekong River Basin Lancang Mekong River Basin Future Tmax Future Precipitation
  • 11. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 11 Flood Hazard Mapping in Cambodian Mekong Floodplain (27,760 km2) Far Future Mid Future Near Future Baseline 25 50 100 Return Period (years) Time period Return Period Flood Hazard Area (km2) Very Low Low Mediu m High Very High Total Baseline (1988– 2014) 25 263 645 1,621 4,110 6,195 12,832 50 278 687 1,712 4,295 6,338 13,311 100 262 654 1,697 4,428 6,731 13,772 SSP2-4.5 Near Future (2021– 2045) 25 232 582 1,481 4,137 7,367 13,799 50 227 585 1,608 4,391 7,501 14,312 100 221 567 1,596 4,370 7,620 14,375 Mid Future (2046– 2070) 25 241 598 1,459 4,048 7,267 13,612 50 239 603 1,640 4,432 7,308 14,221 100 240 603 1,635 4,428 7,336 14,242 Far Future (2071– 2100) 25 244 570 1,515 4,434 8,062 14,425 50 192 529 1,540 4,254 8,119 14,634 100 188 517 1,533 4,235 8,192 14,665 SSP2-4.5 Flood extent>>increasing Very high flood hazard (>3.5m) area>> increasing by 10 to 30%
  • 12. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 12 Climate change, land use change, and abstraction impacts on groundwater resources in Bangkok & Vicinity 30 32 34 36 38 1976 1984 1992 2000 2008 2016 2024 2032 2040 2048 2056 2064 2072 2080 2088 2096 Maximum Temperature (°C) Observed Ensemble (RCP4.5) Ensemble (RCP8.5) 20 22 24 26 28 30 1976 1984 1992 2000 2008 2016 2024 2032 2040 2048 2056 2064 2072 2080 2088 2096 Minimum Temperature (°C) Observed Ensemble (RCP4.5) Ensemble (RCP8.5) Max. Temp. (Tmax) Min. Temp. (Tmin) BL: 33°C BL: 23.5°C 0 500 1000 1500 2000 2500 3000 1976 1984 1992 2000 2008 2016 2024 2032 2040 2048 2056 2064 2072 2080 2088 2096 Rainfall (mm) Observed Ensemble (RCP4.5) Ensemble (RCP8.5) Annual Rainfall BL:1146 mm Baseline: 1976–2005; NF: 2010–2039; MF: 2040–2069; FF: 2070–2099 Hydrogeological setting in Lower Chao- phraya River Basin Bangkok and its vicinity
  • 13. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 13 Climate change, land use change, and abstraction impacts on groundwater resources in Bangkok & Vicinity Absolute change in future groundwater level with respect to observed groundwater level (2001) in 2030, 2060 and 2090 for PD, NL and NB aquifer layers under High Urbanization scenario (HU) (Built up area 15>>52% by 2100) and RCP 4.5 and 8.5 scenario for pumping scenario 3 -9 -8 -7 -6 -5 -4 -3 -2 -1 0 2030 2060 2090 2030 2060 2090 RCP 4.5 RCP 8.5 Average change in groundwater level (m) High Urbanization and Pumping Scenario (S3) PD NL NB Future groundwater level: Climate change + high urbanization + pumping scenario 3 • Scenario 3: The pumping rate was assumed to increase by 20%, 40% and 60% in 2030, 2060 and 2090 respectively (Pessimistic scenario ).
  • 14. Climate Change: Resilience, Transformation and Equity Pullman Grande, Sukhumvit, Bangkok 28 April 2023 14 Dashed vertical lines separates Baseline (1974-2005), Near future (2011-2040), Mid future (2041-2070) and Far future (2071-2100) periods. Thank you!