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www.iwmi.org
Water for a food-secure world
Xueliang Cai
29/04/2014, Johannesburg, South Africa
Flow Regulating Functions
of Natural Ecosystems for
Dam synchronization in the
Zambezi River Basin
www.iwmi.org
Water for a food-secure world
Outline
• Introduction
• The Zambezi river basin
• Flow duration curves for analysing
hydrological functions
• Results
• Conclusions
www.iwmi.org
Water for a food-secure world
Introduction – why does it matter
• Africa, and to less extent Asia, landscape largely
characterized with natural vegetation and untamed areas;
• Forests, wetlands and floodplains big influence on
hydrological processes;
• Natural ecosystems into
water resources planning
and management (e.g.
dam operations) for green
economy;
• Lack of understanding on
hydrological functions of
ecosystems.
www.iwmi.org
Water for a food-secure world
Mixed findings of wetland hydrological functions
• 30/66: headwater wetlands reduce flood peaks,
but 27 concluded the other way around.
• 11/20: headwater wetlands increased flood event
volumes.
• 48/77: wetlands increase evaporation or reduce
river flow.
• 47/71: wetlands reduce downstream flows during
dry periods but in 20% of cases verse visa.
• 23/28: floodplains reduce or delay downstream
floods
Bullock and Acreman, 2003, based on review of 169 studies
www.iwmi.org
Water for a food-secure world
ESA GlobCover
GLWD
The Zambezi
River Basin
www.iwmi.org
Water for a food-secure world
The Zambezi
River Basin
102 stations with 25 years
or more data
18 sites identified
www.iwmi.org
Water for a food-secure world
The method
Downstream
gauge
Upstream
gauge
Reference
gauges
www.iwmi.org
Water for a food-secure world
Establishing reference (no ecosystem) flow duration curve
Standardized FDCs derived from mean daily flow measured at gauges located in the
vicinity of the Luswishi floodplain
0.01
0.1
1
10
0.1 2 12 22 32 42 52 62 72 82 92 99.3
Q/Qmean
% time flow exceeded
Normalised reference FDC
Regional FDC (avg) GRDC 1591500 (Reference) FRIEND 60334250 (Reference)
www.iwmi.org
Water for a food-secure world
Transferring the reference flow duration curve to the
site of interest
0.1
1
10
100
1000
0.1
0.5
0.9
4
8
12
16
20
24
28
32
36
40
44
48
52
56
60
64
68
72
76
80
84
88
92
96
99.1
99.5
99.9
Flow(m3s-1)
% time flow exceeded
Reference FDC GRDC1591440 (Downstream)
Comparison of the “reference” FDC and the observed FDC at the gauge
downstream of the Luwishi floodplain
FDCdestination = FDCreference * Qdes. mean
www.iwmi.org
Water for a food-secure world
Generating the reference flow time series
Pdes = (Pupstream + Pdownstream)/2
0.1
1
10
100
1000
0.1 2 12 22 32 42 52 62 72 82 92 99.3
Q/Qmean
% time flow exceeded
Reference FDC downstream of floodplain
Regional FDC (avg)
www.iwmi.org
Water for a food-secure world
Results
0
20
40
60
80
100
120
1-Oct-84
1-Nov-84
1-Dec-84
1-Jan-85
1-Feb-85
1-Mar-85
1-Apr-85
1-May-85
1-Jun-85
1-Jul-85
1-Aug-85
1-Sep-85
1-Oct-85
1-Nov-85
1-Dec-85
1-Jan-86
1-Feb-86
1-Mar-86
1-Apr-86
1-May-86
1-Jun-86
1-Jul-86
1-Aug-86
1-Sep-86
Flow(m3s-1)
Daily flow with and without floodplain: HY1984 and HY1985
Without floodplain (simulated) With floodplain (observed) Upstreamfloodplain (observed)
Flood plains
www.iwmi.org
Water for a food-secure world
Results
Base flow index Mean annual minimum (m3s-1)
1-day 10-day
With floodplain 0.994 2.96 3.04
Without floodplain 0.886 2.02 2.13
Return
period
(yrs)
Flood Magnitude (m3s-1) %
reduction
With
floodplain
Without
floodplain
1.1 27.3 37.0 26.3
1.5 41.0 62.0 33.9
2 47.3 73.3 35.5
5 56.2 94.3 37.2
10 65.2 104.6 37.7
25 71.4 115.3 38.0
50 75.4 121.9 38.2
100 78.9 127.8 38.3
200 82.0 133.0 38.3
0
20
40
60
80
100
120
140
1 10 100
Peakfloodflow(m3s-1)
Return period (yrs)
Flood Frequency
With floodplain Without floodplain (simulated)
Extrapolated
0
20
40
60
80
100
120
140
1 10 100
Peakfloodflow(m3s-1)
Return period (yrs)
Flood Frequency
With floodplain Without floodplain (simulated)
Extrapolated
Flood plains
www.iwmi.org
Water for a food-secure world
Results
Headwater wetlands
0.00001
0.0001
0.001
0.01
0.1
1
10
100
0.1
0.5
0.9
4
8
12
16
20
24
28
32
36
40
44
48
52
56
60
64
68
72
76
80
84
88
92
96
99.1
99.5
99.9
Q/Qmean
%time flow exceeded
RegionalFDC (avg) - inc 65312102 FRIEND65312602 (downstream)
0
50
100
150
200
250
300
350
400
450
500
1-Oct-85
1-Nov-85
1-Dec-85
1-Jan-86
1-Feb-86
1-Mar-86
1-Apr-86
1-May-86
1-Jun-86
1-Jul-86
1-Aug-86
1-Sep-86
1-Oct-86
1-Nov-86
1-Dec-86
1-Jan-87
1-Feb-87
1-Mar-87
1-Apr-87
1-May-87
1-Jun-87
1-Jul-87
1-Aug-87
1-Sep-87
Flow(m3s-1)
Daily flowwith and withoutheadwaterwetlands: HY1984 and HY1985
Withoutheadwaterwetlands(simulated) Withheadwaterwetlands(observed)
Percentile Flow (m3s-1) % difference
With
wetlands
Without
wetlands
99 0.0 0.1 -
95 0.0 0.5 -
90 0.0 0.8 -
75 0.2 2.1 980.4
50 2.2 5.3 142.1
25 20.1 17.1 -15.3
10 70.3 46.2 -34.3
5 107.0 73.5 -31.4
1 152.9 208.2 36.2
Bua River in Malawi
Total catchment area: 4,777 km2
Area of wetlands: 823 km2 (17.2% of
total catchment)
www.iwmi.org
Water for a food-secure world
Results
Headwater wetlands
BFI Mean annual minimum (m3s-1)
1-day 10-day
With wetlands 0.96 0.028 0.032
Without wetlands 0.74 0.389 0.443
Return
period
(yrs)
Flood Magnitude
(m3s-1)
%
reductio
nWith
wetlands
Without
wetlands
1.1 31.9 15.0 -112.7
1.5 75.0 24.8 -202.4
2 96.5 47.8 -101.9
5 140.5 161.8 13.2
10 164.4 272.2 39.6
25 190.8 439.6 56.6
50 208.3 579.2 64.0
100 224.3 728.3 69.2
200 239.2 885.9 73.0
0
100
200
300
400
500
600
700
800
900
1000
1 10 100
Peakfloodflow(m3s-1)
Return period (yrs)
With headwater wetlands (observed) Without headwater wetlands (simulated)
Extrapolated
www.iwmi.org
Water for a food-secure world
Results
Miombo forest
Luchelemu River in Malawi
Total catchment area: 261 km2
Area of wetlands: 244 km2 (93.5% of
total catchment)
0.01
0.1
1
10
100
0.1 2 12 22 32 42 52 62 72 82 92 99.3
Flow(m3s-1)
% time flow exceeded
Regional FDC (avg) Downstream (65312505)
0
5
10
15
20
25
1-Oct-72
1-Nov-72
1-Dec-72
1-Jan-73
1-Feb-73
1-Mar-73
1-Apr-73
1-May-73
1-Jun-73
1-Jul-73
1-Aug-73
1-Sep-73
1-Oct-73
1-Nov-73
1-Dec-73
1-Jan-74
1-Feb-74
1-Mar-74
1-Apr-74
1-May-74
1-Jun-74
1-Jul-74
1-Aug-74
1-Sep-74
Flow(m3s-1)
Daily flowwith and withoutforest: HY1972 and HY1973
Withoutforest(simulated) Withforest(observed)
www.iwmi.org
Water for a food-secure world
Results
Miombo forest
BFI Mean annual minimum (m3s-1)
1-day 10-day
With forest 0.79 0.552 0.628
Without forest 0.67 0.465 0.508
Return
period
(yrs)
Flood Magnitude
(m3s-1)
%
reductio
nWith
forest
Without
forest
1.1 6.5 7.9 17.7
1.5 9.6 17.0 43.3
2 11.7 19.7 40.6
5 16.8 30.6 45.1
10 20.4 38.3 46.7
25 25.3 48.5 47.8
50 29.1 56.2 48.2
100 33.1 64.2 48.4
200 37.3 72.4 48.5
0
10
20
30
40
50
60
70
80
1 10 100
Peakfloodflow(m3s-1)
Return period (yrs)
With forest (observed) Without forest (simulated)
Extrapolated
www.iwmi.org
Water for a food-secure world
Conclusions
• A simple yet effective approach proposed and
tested capable of application in the Zambezi with
limitations;
• In the Zambezi:
• floodplains decrease the magnitude of flood
flows and increase low flows;
• headwater wetlands increase the magnitude of
flood flows and decrease low flows;
• miombo forest, when covering more than 70%
of the catchment, decrease the magnitude of
flood flows and also decrease low flows.
www.iwmi.org
Water for a food-secure world
Conclusions
Some further potential developments to separate
other factors:
• Land use, topography, climate soil, geology;
• Society development (Population, infrastructure,
farming, deforestation);
• Groundwater contribution.
• And feed into synchronized
operations.
www.iwmi.org
Water for a food-secure world
Thank you!

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Flow Regulating Functions of Natural Ecosystems in the Zambezi River Basin

  • 1. Photo:DavidBrazier/IWMIPhoto:TomvanCakenberghe/IWMIPhoto:TomvanCakenberghe/IWMI www.iwmi.org Water for a food-secure world Xueliang Cai 29/04/2014, Johannesburg, South Africa Flow Regulating Functions of Natural Ecosystems for Dam synchronization in the Zambezi River Basin
  • 2. www.iwmi.org Water for a food-secure world Outline • Introduction • The Zambezi river basin • Flow duration curves for analysing hydrological functions • Results • Conclusions
  • 3. www.iwmi.org Water for a food-secure world Introduction – why does it matter • Africa, and to less extent Asia, landscape largely characterized with natural vegetation and untamed areas; • Forests, wetlands and floodplains big influence on hydrological processes; • Natural ecosystems into water resources planning and management (e.g. dam operations) for green economy; • Lack of understanding on hydrological functions of ecosystems.
  • 4. www.iwmi.org Water for a food-secure world Mixed findings of wetland hydrological functions • 30/66: headwater wetlands reduce flood peaks, but 27 concluded the other way around. • 11/20: headwater wetlands increased flood event volumes. • 48/77: wetlands increase evaporation or reduce river flow. • 47/71: wetlands reduce downstream flows during dry periods but in 20% of cases verse visa. • 23/28: floodplains reduce or delay downstream floods Bullock and Acreman, 2003, based on review of 169 studies
  • 5. www.iwmi.org Water for a food-secure world ESA GlobCover GLWD The Zambezi River Basin
  • 6. www.iwmi.org Water for a food-secure world The Zambezi River Basin 102 stations with 25 years or more data 18 sites identified
  • 7. www.iwmi.org Water for a food-secure world The method Downstream gauge Upstream gauge Reference gauges
  • 8. www.iwmi.org Water for a food-secure world Establishing reference (no ecosystem) flow duration curve Standardized FDCs derived from mean daily flow measured at gauges located in the vicinity of the Luswishi floodplain 0.01 0.1 1 10 0.1 2 12 22 32 42 52 62 72 82 92 99.3 Q/Qmean % time flow exceeded Normalised reference FDC Regional FDC (avg) GRDC 1591500 (Reference) FRIEND 60334250 (Reference)
  • 9. www.iwmi.org Water for a food-secure world Transferring the reference flow duration curve to the site of interest 0.1 1 10 100 1000 0.1 0.5 0.9 4 8 12 16 20 24 28 32 36 40 44 48 52 56 60 64 68 72 76 80 84 88 92 96 99.1 99.5 99.9 Flow(m3s-1) % time flow exceeded Reference FDC GRDC1591440 (Downstream) Comparison of the “reference” FDC and the observed FDC at the gauge downstream of the Luwishi floodplain FDCdestination = FDCreference * Qdes. mean
  • 10. www.iwmi.org Water for a food-secure world Generating the reference flow time series Pdes = (Pupstream + Pdownstream)/2 0.1 1 10 100 1000 0.1 2 12 22 32 42 52 62 72 82 92 99.3 Q/Qmean % time flow exceeded Reference FDC downstream of floodplain Regional FDC (avg)
  • 11. www.iwmi.org Water for a food-secure world Results 0 20 40 60 80 100 120 1-Oct-84 1-Nov-84 1-Dec-84 1-Jan-85 1-Feb-85 1-Mar-85 1-Apr-85 1-May-85 1-Jun-85 1-Jul-85 1-Aug-85 1-Sep-85 1-Oct-85 1-Nov-85 1-Dec-85 1-Jan-86 1-Feb-86 1-Mar-86 1-Apr-86 1-May-86 1-Jun-86 1-Jul-86 1-Aug-86 1-Sep-86 Flow(m3s-1) Daily flow with and without floodplain: HY1984 and HY1985 Without floodplain (simulated) With floodplain (observed) Upstreamfloodplain (observed) Flood plains
  • 12. www.iwmi.org Water for a food-secure world Results Base flow index Mean annual minimum (m3s-1) 1-day 10-day With floodplain 0.994 2.96 3.04 Without floodplain 0.886 2.02 2.13 Return period (yrs) Flood Magnitude (m3s-1) % reduction With floodplain Without floodplain 1.1 27.3 37.0 26.3 1.5 41.0 62.0 33.9 2 47.3 73.3 35.5 5 56.2 94.3 37.2 10 65.2 104.6 37.7 25 71.4 115.3 38.0 50 75.4 121.9 38.2 100 78.9 127.8 38.3 200 82.0 133.0 38.3 0 20 40 60 80 100 120 140 1 10 100 Peakfloodflow(m3s-1) Return period (yrs) Flood Frequency With floodplain Without floodplain (simulated) Extrapolated 0 20 40 60 80 100 120 140 1 10 100 Peakfloodflow(m3s-1) Return period (yrs) Flood Frequency With floodplain Without floodplain (simulated) Extrapolated Flood plains
  • 13. www.iwmi.org Water for a food-secure world Results Headwater wetlands 0.00001 0.0001 0.001 0.01 0.1 1 10 100 0.1 0.5 0.9 4 8 12 16 20 24 28 32 36 40 44 48 52 56 60 64 68 72 76 80 84 88 92 96 99.1 99.5 99.9 Q/Qmean %time flow exceeded RegionalFDC (avg) - inc 65312102 FRIEND65312602 (downstream) 0 50 100 150 200 250 300 350 400 450 500 1-Oct-85 1-Nov-85 1-Dec-85 1-Jan-86 1-Feb-86 1-Mar-86 1-Apr-86 1-May-86 1-Jun-86 1-Jul-86 1-Aug-86 1-Sep-86 1-Oct-86 1-Nov-86 1-Dec-86 1-Jan-87 1-Feb-87 1-Mar-87 1-Apr-87 1-May-87 1-Jun-87 1-Jul-87 1-Aug-87 1-Sep-87 Flow(m3s-1) Daily flowwith and withoutheadwaterwetlands: HY1984 and HY1985 Withoutheadwaterwetlands(simulated) Withheadwaterwetlands(observed) Percentile Flow (m3s-1) % difference With wetlands Without wetlands 99 0.0 0.1 - 95 0.0 0.5 - 90 0.0 0.8 - 75 0.2 2.1 980.4 50 2.2 5.3 142.1 25 20.1 17.1 -15.3 10 70.3 46.2 -34.3 5 107.0 73.5 -31.4 1 152.9 208.2 36.2 Bua River in Malawi Total catchment area: 4,777 km2 Area of wetlands: 823 km2 (17.2% of total catchment)
  • 14. www.iwmi.org Water for a food-secure world Results Headwater wetlands BFI Mean annual minimum (m3s-1) 1-day 10-day With wetlands 0.96 0.028 0.032 Without wetlands 0.74 0.389 0.443 Return period (yrs) Flood Magnitude (m3s-1) % reductio nWith wetlands Without wetlands 1.1 31.9 15.0 -112.7 1.5 75.0 24.8 -202.4 2 96.5 47.8 -101.9 5 140.5 161.8 13.2 10 164.4 272.2 39.6 25 190.8 439.6 56.6 50 208.3 579.2 64.0 100 224.3 728.3 69.2 200 239.2 885.9 73.0 0 100 200 300 400 500 600 700 800 900 1000 1 10 100 Peakfloodflow(m3s-1) Return period (yrs) With headwater wetlands (observed) Without headwater wetlands (simulated) Extrapolated
  • 15. www.iwmi.org Water for a food-secure world Results Miombo forest Luchelemu River in Malawi Total catchment area: 261 km2 Area of wetlands: 244 km2 (93.5% of total catchment) 0.01 0.1 1 10 100 0.1 2 12 22 32 42 52 62 72 82 92 99.3 Flow(m3s-1) % time flow exceeded Regional FDC (avg) Downstream (65312505) 0 5 10 15 20 25 1-Oct-72 1-Nov-72 1-Dec-72 1-Jan-73 1-Feb-73 1-Mar-73 1-Apr-73 1-May-73 1-Jun-73 1-Jul-73 1-Aug-73 1-Sep-73 1-Oct-73 1-Nov-73 1-Dec-73 1-Jan-74 1-Feb-74 1-Mar-74 1-Apr-74 1-May-74 1-Jun-74 1-Jul-74 1-Aug-74 1-Sep-74 Flow(m3s-1) Daily flowwith and withoutforest: HY1972 and HY1973 Withoutforest(simulated) Withforest(observed)
  • 16. www.iwmi.org Water for a food-secure world Results Miombo forest BFI Mean annual minimum (m3s-1) 1-day 10-day With forest 0.79 0.552 0.628 Without forest 0.67 0.465 0.508 Return period (yrs) Flood Magnitude (m3s-1) % reductio nWith forest Without forest 1.1 6.5 7.9 17.7 1.5 9.6 17.0 43.3 2 11.7 19.7 40.6 5 16.8 30.6 45.1 10 20.4 38.3 46.7 25 25.3 48.5 47.8 50 29.1 56.2 48.2 100 33.1 64.2 48.4 200 37.3 72.4 48.5 0 10 20 30 40 50 60 70 80 1 10 100 Peakfloodflow(m3s-1) Return period (yrs) With forest (observed) Without forest (simulated) Extrapolated
  • 17. www.iwmi.org Water for a food-secure world Conclusions • A simple yet effective approach proposed and tested capable of application in the Zambezi with limitations; • In the Zambezi: • floodplains decrease the magnitude of flood flows and increase low flows; • headwater wetlands increase the magnitude of flood flows and decrease low flows; • miombo forest, when covering more than 70% of the catchment, decrease the magnitude of flood flows and also decrease low flows.
  • 18. www.iwmi.org Water for a food-secure world Conclusions Some further potential developments to separate other factors: • Land use, topography, climate soil, geology; • Society development (Population, infrastructure, farming, deforestation); • Groundwater contribution. • And feed into synchronized operations.
  • 19. www.iwmi.org Water for a food-secure world Thank you!