cyclone-driven sediment loads in a tropical mega-river · 2015-06-29 · cyclone-driven sediment...

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Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1 , Christopher Hackney 1 , Julian Leyland 1 , Eleanore Heasley 1 , Matti Kummu 2 , Hannu Lauri 2 , Dan Parson 3 , Andrew Nicholas 4 Rolf Aalto 4 , Jim Best 5 1 University of Southampton; Aalto University (Finland); 3 University of Hull; 4 University of Exeter, 5 University of Illinois

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Page 1: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

Cyclone-Driven Sediment Loads in a

Tropical Mega-River

Stephen Darby1, Christopher Hackney

1, Julian

Leyland1, Eleanore Heasley

1, Matti Kummu

2,

Hannu Lauri2, Dan Parson

3, Andrew Nicholas

4

Rolf Aalto4, Jim Best

5

1University of Southampton; Aalto University (Finland);

3University of Hull;

4University of Exeter,

5University of Illinois

Page 2: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

2

A Role for Tropical Cyclones in Global

Sediment Flux?

Sources:

Sediment flux data from Milliman and Farnsworth (2011)

Tropical cyclone frequency from IBTRACS

Page 3: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

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Methods

Derive sediment ratings at

stations along ~1400 km of the

Lower Mekong in Laos & Cambodia

Use the sediment ratings to

estimate sediment loads from

modelled flow data (with and

without TCs)

Sediment rating curves were

derived from:

(Sporadic) historical SSC

measurements in Laos

Post-hoc retrieval of SSC from

acoustic backscatter returns of

ADCP gaugings in Cambodia

Luang

Prabang (LP)

Mukdahan

(MK)

Pakse

(PX)

Kratie

(KT)

Stung

Treng (ST)

Page 4: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

Data Collection Acoustic Backscatter (dB)

SSC = 4.245×10-23 (ABS12.62)

r2 = 0.94, p < 0.001, n = 54

Page 5: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

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Results: Sediment Rating at Kratie

Qs = 1.298×10-4 (Q1.763)

r2 = 0.85, p < 0.001, n = 140

Page 6: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

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Results: Mekong Sediment Rating Curves

Station a b r2

Notes

Luang Prabang 0.0551

1.318 0.68 n = 208; 1962, 1986-

88, 1992, 1998-2000,

2002; MRC

Mukdahan 0.0143 1.368 0.71 n = 888; 1962-3, 1968-

71, 1974-77, 1979,

1986-7, 1989-90, 1993,

1996-99, 2001-02,

2004-06; MRC

Pakse 0.0166 1.338 0.69 n = 94; 1962, 1999-

2002; MRC

Stung Treng* 4.724×10-10

2.964 0.90 n = 96; 2009-2012;

ADCP

Kratie* 1.298×10-4

1.763 0.85 n = 140; 2009-2013;

ADCP

Table: LMR Rating curves (of form Qs = aQb)

* Cambodian stations with SSC data retrieved from ADCP surveys

Page 7: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

one grid box computation Implemented on a 5km model

grid for the Mekong, with

topography from SRTM DEM

Flow from

above grid

boxes

kerros 2

kerros 1

Pintakerros

Lumikerros Snow layer

Soil layer 1

Soil layer 2

Wilting point Field capacity Maximum capacity

Surface layer Overflow

Flow from layer 1

(interflow)

Flow from layer 2

(ground water flow)

Precipitation

Water/Snow

Evapotranspiration

Flow to river

A = 795,000 km2

DATA Soils: FAO soil map

Landuse: GLC2000

Climate: 151 precipitation + 61 temp. stations

Isolating the TC contribution to runoff

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The contribution of precipitation associated with

TCs (~5% of annual precip.) to LMR runoff is

isolated by comparing Vmod outputs for:

A ‘baseline’ scenario: “reality”, forced by

observed climatological data for the period

1981-2005

A scenario in which TC contributions to daily

precipitation are identified and removed from

the baseline scenario

The TC contributions to precipitation are

estimated by using TC track data (IBTRACS;

Knapp et al., 2010) to calculate precipitation

anomalies within a 500 km search radius of the

TC centroid (Darby et al., 2013, WRR).

Isolating the TC contribution to runoff

Page 9: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

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Results: Runoff Simulations

Qs = 0.0551Q

1.318

Qs = 0.0166Q

1.338

Qs = 0.0001Q

1.763

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Results: Sediment Load Estimates

‘3S’ Basin

Inputs

Page 11: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

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Contribution of TCs to Sediment Flux

Luang Prabang: 16.4%

(of 76.7 Mt/yr)

Mukdahan: 27.4%

(of 75.6 Mt/yr)

Pakse: 13.1%

(of 79.7 Mt/yr)

StungTreng: 63.3%

(of 74.2 Mt/yr)

Kratie: 46.3%

(of 89.9 Mt/yr)

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Implications: Future TC track shifts

Source: Wu and Wang (2004). Journal of Climate, vol. 17, pp.1686-1698

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Implications: A Delta in (Greater) Peril?

QS ~ 90 Mt/yr

(~41 Mt/yr from TCs)

SL Rise ~ 9 mm/yr

Potential Deposition

(if all retained!)

<2 mm/yr

Page 14: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

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Tropical cyclones force a significant proportion of

the Mekong’s suspended sediment load; that

contribution becoming dominant (~45 to 60% of the

total load) in the lower reaches

Specifically, the TC-induced contribution to the

mean annual load is >40 Mt/yr at Kratie, the apex

of the Mekong delta

Changes in TC track location, frequency and

intensity may, therefore, exert a significant control

on sediment delivery to coastal sinks

Future declines in the sediment load reaching

the Mekong delta apex may be anticipated

Conclusions

Page 15: Cyclone-Driven Sediment Loads in a Tropical Mega-River · 2015-06-29 · Cyclone-Driven Sediment Loads in a Tropical Mega-River Stephen Darby 1, Christopher Hackney , Julian ... ‘3S’

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www.stelar-s2s.org

@ChannelWidth