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Remote sensing to estimate formative water
discharge of the Himalayan Foreland rivers.
Department of Earth & Environmental Sciences
Indian Institute of Science Education and Research, Bhopal
(India-UK Water Centre)
19 June 2017
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 0 / 14
Introduction
Flow discharge and its measurement:
Q=?
v
Water discharge in river
channels is an important
quantity of hydrologic cycle
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 1 / 14
Introduction
Flow discharge and its measurement:
Q=?
v
Water discharge in river
channels is an important
quantity of hydrologic cycle
It is needed to understand:
- Terrestrial water budget
- Flood management
- River morphology
- Water security etc.....
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 1 / 14
Introduction
Flow discharge and its measurement:
Q=?
v
Water discharge in river
channels is an important
quantity of hydrologic cycle
It is needed to understand:
- Terrestrial water budget
- Flood management
- River morphology
- Water security etc.....
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 1 / 14
Hydraulic geometry relationship
Width(W ) = αW QβW
(1)
Depth(H) = αHQβH
(2)
Slope(S) = αS Q−βS
(3)
[Leopold and Wolman 1957]
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 2 / 14
Discharge estimation: Conventional approach
Stage-Discharge rating curve:
(x10)
30 60 90
0
20
10
0
Discharge (Q)
Depth(H)
Flow H
[source: Sanders 1998]
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 3 / 14
Discharge estimation: Conventional approach
Stage-Discharge rating curve:
(x10)
30 60 90
0
20
10
0
Discharge (Q)
Depth(H)
Flow H
[source: Sanders 1998]
Site dependent
Requires a gauging station
Assumes river flows as
single-thread and have a
stable boundary
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 3 / 14
Discharge estimation: Conventional approach
Stage-Discharge rating curve:
(x10)
30 60 90
0
20
10
0
Discharge (Q)
Depth(H)
Flow H
[source: Sanders 1998]
Site dependent
Requires a gauging station
Assumes river flows as
single-thread and have a
stable boundary
Flo
w
Flow
Flow
?
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 3 / 14
Discharge estimation: Remote sensing approach
Width-Discharge rating curve:
Discharge
Width
0 1000 2000
400
800
(Q)
(W)
[source: Smith et al., 1996]
At a station rating
curves.
Assumes river is stable.
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 4 / 14
Alluvial river: channel migration
Channels are mobile in
space and time
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 5 / 14
Width-discharge relationship: Physical basis
Threshold theory
µ =
Tangential force
Normal force
µ is Coulomb friction coefficient
For a given discharge this
mechanism sets the size of a
channel.
[Glover and Florey 1951, Henderson 1963, and Seizilles et al 2013]
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 6 / 14
Threshold theory: regime relations
W =
π
µ3/4
3
23/2 K [1/2]
√
Cf
g1/4
1
L1/4
√
Q (Lacey’s law)
L =
θt (ρs − ρf ) ds
µρf
W and Q are width and discharge
θt is threshold parameter
ds is grain size
Cf is Chézy friction coefficient
µ is Coulomb’s friction coefficient
ρf and ρs is fluid and water density
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 7 / 14
Himalayan foreland rivers and threshold channel: width
10
1
10
2
10
3
10
4
Discharge [ ]
10
1
10
2
10
3
Width[m]
Multiple Single channel
Threshold
theoryBest fit
[Gaurav et al, 2017 (In press)]
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 8 / 14
Hypothesis
10
1
10
2
10
3
10
4
W
Discharge
Width Regime relation
10
1
10
2
10
3
10
4
[m]
[m3
/s]
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 9 / 14
Locations
0 650 km
Indus
Brahmaputra
Indo-Gangetic Basin River
0 650 km
Himalayan Frontal Thrust
Indus
Brahm
aputra
Chenab
Ganges
Kosi
Teesta
N
Bhimnager barrage
Panjnad
Kotri barrage
Farakka barrage
Anderson br
Kaunia
Bahadurabad
Paksay
Data
Landsat satellite images (resolution 30 m)
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 10 / 14
Discharge at a section
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 11 / 14
Discharge at a section
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 11 / 14
Discharge at a section
Total discharges;
Qtot = Q1 + Q2 + Q3
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 11 / 14
Hydrograph
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
10
2
10
3
10
4
Discharge[m3
s−1
]
Kosi Bhimnagar barrage
Image derived
Average
In-situ
Average
Month
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 12 / 14
Conclusions
Average annual discharge can be estimated using remotely sensed
images.
Width-Discharge regime relation established in this study is equally
valid for multiple and single-thread river system.
This finding could be extend to alluvial rivers located in different
environments worldwide.
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 13 / 14
Thank you
Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 14 / 14

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3.4 IUKWC Workshop Freshwater EO - Kumar Gaurav - Jun17

  • 1. Remote sensing to estimate formative water discharge of the Himalayan Foreland rivers. Department of Earth & Environmental Sciences Indian Institute of Science Education and Research, Bhopal (India-UK Water Centre) 19 June 2017 Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 0 / 14
  • 2. Introduction Flow discharge and its measurement: Q=? v Water discharge in river channels is an important quantity of hydrologic cycle Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 1 / 14
  • 3. Introduction Flow discharge and its measurement: Q=? v Water discharge in river channels is an important quantity of hydrologic cycle It is needed to understand: - Terrestrial water budget - Flood management - River morphology - Water security etc..... Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 1 / 14
  • 4. Introduction Flow discharge and its measurement: Q=? v Water discharge in river channels is an important quantity of hydrologic cycle It is needed to understand: - Terrestrial water budget - Flood management - River morphology - Water security etc..... Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 1 / 14
  • 5. Hydraulic geometry relationship Width(W ) = αW QβW (1) Depth(H) = αHQβH (2) Slope(S) = αS Q−βS (3) [Leopold and Wolman 1957] Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 2 / 14
  • 6. Discharge estimation: Conventional approach Stage-Discharge rating curve: (x10) 30 60 90 0 20 10 0 Discharge (Q) Depth(H) Flow H [source: Sanders 1998] Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 3 / 14
  • 7. Discharge estimation: Conventional approach Stage-Discharge rating curve: (x10) 30 60 90 0 20 10 0 Discharge (Q) Depth(H) Flow H [source: Sanders 1998] Site dependent Requires a gauging station Assumes river flows as single-thread and have a stable boundary Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 3 / 14
  • 8. Discharge estimation: Conventional approach Stage-Discharge rating curve: (x10) 30 60 90 0 20 10 0 Discharge (Q) Depth(H) Flow H [source: Sanders 1998] Site dependent Requires a gauging station Assumes river flows as single-thread and have a stable boundary Flo w Flow Flow ? Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 3 / 14
  • 9. Discharge estimation: Remote sensing approach Width-Discharge rating curve: Discharge Width 0 1000 2000 400 800 (Q) (W) [source: Smith et al., 1996] At a station rating curves. Assumes river is stable. Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 4 / 14
  • 10. Alluvial river: channel migration Channels are mobile in space and time Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 5 / 14
  • 11. Width-discharge relationship: Physical basis Threshold theory µ = Tangential force Normal force µ is Coulomb friction coefficient For a given discharge this mechanism sets the size of a channel. [Glover and Florey 1951, Henderson 1963, and Seizilles et al 2013] Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 6 / 14
  • 12. Threshold theory: regime relations W = π µ3/4 3 23/2 K [1/2] √ Cf g1/4 1 L1/4 √ Q (Lacey’s law) L = θt (ρs − ρf ) ds µρf W and Q are width and discharge θt is threshold parameter ds is grain size Cf is Chézy friction coefficient µ is Coulomb’s friction coefficient ρf and ρs is fluid and water density Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 7 / 14
  • 13. Himalayan foreland rivers and threshold channel: width 10 1 10 2 10 3 10 4 Discharge [ ] 10 1 10 2 10 3 Width[m] Multiple Single channel Threshold theoryBest fit [Gaurav et al, 2017 (In press)] Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 8 / 14
  • 14. Hypothesis 10 1 10 2 10 3 10 4 W Discharge Width Regime relation 10 1 10 2 10 3 10 4 [m] [m3 /s] Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 9 / 14
  • 15. Locations 0 650 km Indus Brahmaputra Indo-Gangetic Basin River 0 650 km Himalayan Frontal Thrust Indus Brahm aputra Chenab Ganges Kosi Teesta N Bhimnager barrage Panjnad Kotri barrage Farakka barrage Anderson br Kaunia Bahadurabad Paksay Data Landsat satellite images (resolution 30 m) Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 10 / 14
  • 16. Discharge at a section Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 11 / 14
  • 17. Discharge at a section Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 11 / 14
  • 18. Discharge at a section Total discharges; Qtot = Q1 + Q2 + Q3 Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 11 / 14
  • 19. Hydrograph Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec 10 2 10 3 10 4 Discharge[m3 s−1 ] Kosi Bhimnagar barrage Image derived Average In-situ Average Month Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 12 / 14
  • 20. Conclusions Average annual discharge can be estimated using remotely sensed images. Width-Discharge regime relation established in this study is equally valid for multiple and single-thread river system. This finding could be extend to alluvial rivers located in different environments worldwide. Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 13 / 14
  • 21. Thank you Kumar Gaurav (IISER, Bhopal) Remote sensing to estimate discharge 14 / 14