ODMP Workshop Report Slides Hydrology component

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    Okavango Delta Management Plan Integrated Hydrological Model

    FlowFlow ProcessesProcesses

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    Okavango Delta Management Plan Integrated Hydrological Model

    MIKE SHEMIKE SHE

    Physically based

    Complete land phase of hydrologicalcycle

    Evapotranspiration from surfacewater, vegetation and soil

    Surface water flows through riversand swamps

    Sub-surface flows in root zone andground water

    Integration of atmospheric, surfaceand ground waters

    The MIKE SHE Integrated Hydrologic Model provides a water balanceand flow model for the delta, capable of analysing the short term andlong term impacts on the delta of upstream inflows, climate changes and

    water abstractions.

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    Okavango Delta Management Plan Integrated Hydrological Model

    ET and energy balance of the SVAT modelET and energy balance of the SVAT model

    R = solar radiation

    S = temporary stored energy

    H= sensible heat fluxE = energy lost by ET

    Loss/gain of energy by horizontal air movement

    G= heat conduction to the soil

    ET loss from water surfacesSoil ET loss

    Veg. Tran-spiration loss

    Groundwater

    Flooded area

    Reflected solar radiation

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    Okavango Delta Management Plan Integrated Hydrological Model

    Surface Vegetation Atmosphere Model (SVAT)Surface Vegetation Atmosphere Model (SVAT)Vegetation parameters distributed by vegetation map - aggregated into 6 main veg. types

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    Okavango Delta Management Plan Integrated Hydrological Model

    Surface Vegetation Atmosphere Model (SVAT)Surface Vegetation Atmosphere Model (SVAT)Satellite data (MODIS) of vegetation density used in SVAT simulation of distributed actual ET rates

    10 days composites gap filled in cloud covered areas

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    Okavango Delta Management Plan Integrated Hydrological Model

    MIKE SHE SVATMIKE SHE SVAT -- outputsoutputs

    Key output in hydrologicalKey output in hydrological modelingmodeling ::-- EvapotranspirationEvapotranspiration losseslosses

    -- EnergiEnergi fluxesfluxes-- Temperature of surface, vegetationTemperature of surface, vegetation-- ResistancesResistances and many more and many more

    ET rates simulated by MIKE SHE SVAT in permanently flooded

    and temporarily flooded areas

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    Okavango Delta Management Plan Integrated Hydrological Model

    MIKE11MIKE11 -- Okavango DeltaOkavango Delta

    Main characteristics affecting

    conceptual and numerical model

    Flow separation and bifurcations

    rather than confluences

    Extensive spills with numerous cross

    flowing floodplains

    Complex flow pattern - impossible to

    separate 1-D and 2-D flowInter basin runoff of lesser importance

    compared to river inflows

    Slowly wave propagation (3 months from

    upstream to downstream) and yet highly

    dynamic flooding extent (monthly,

    seasonally, yearly)

    UPSTREAM FLOW SPLITS ARE

    ESSENTIAL TO REPRESENTACCURATELY IN ORDER TO SIMULATE

    DOWNSTREAM FLOW AND SPILLS

    ThaogeJao/Boro

    Nqoga/Kwai

    1 level : downstream panhandle2 level : proximal fan3 level : distal fan

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    Okavango Delta Management Plan Integrated Hydrological Model

    MIKE11MIKE11 -- MIKE SHE flood plain couplingMIKE SHE flood plain coupling

    MIKE11 (1MIKE11 (1 --D)D) MIKE SHE OL (2MIKE SHE OL (2 --D)D)

    dxdx dxdx

    ET lossET loss

    Infiltration lossInfiltration loss

    MIKE11MIKE11 XsecXsec geometrygeometry

    MIKE SHE topographical modelMIKE SHE topographical model

    MIKE SHE flood code cellMIKE SHE flood code cell

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    Okavango Delta Management Plan Integrated Hydrological Model

    Simulation of flood extent and flood durationSimulation of flood extent and flood durationDownstream panhandle and proximal fan during flood season

    Flow in flooded areas handled by 2-D MIKE SHE overland flow model

    Flow in rivers/channels handled by 1-D MIKE11 hydrodynamic modelThe two models are dynamically coupled to account for floodplain spills and return flows

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    Okavango Delta Management Plan Integrated Hydrological Model

    Groundwater dynamics of delta islandsGroundwater dynamics of delta islands

    High flood level

    Low flood level

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    Okavango Delta Management Plan Integrated Hydrological Model

    Unsaturated zoneUnsaturated zone -- model approachmodel approach1) Unsaturated zone includes 4 characteristic

    soil types - all relatively uniform. Hydraulic

    properties derived from soil sample data

    applying pedo-transfer functions (Rosetta)

    2) Since the soils according to grain analysis

    are sandy capillary forces can be ignored

    (gravitational flow approximation applied).

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    Okavango Delta Management Plan Integrated Hydrological Model

    Unsaturated zone and groundwater Unsaturated zone and groundwater Infiltration rates are significant on the

    predominantly sandy soils in the early stages

    of the flood season. Infiltration on newly

    flooded areas raises the groundwater table to

    the flood water levels.

    Fresh water lenses replenished by flooding

    embedded in older salt ground water.

    Very limited topographical relief - low

    groundwater flow rates directed towards

    local depressions

    Hypothesis of significant regional

    groundwater flow across downstream fault line

    can not be supported by data or model test.Insignificant with respect to delta water

    balance

    (Maun GW development project)

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    Okavango Delta Management Plan Integrated Hydrological Model

    Saturated zoneSaturated zone -- model approachmodel approachGroundwater component is included to

    account for the local effects of

    groundwater on the water balance

    (recharge/discharge due to dynamic

    flooding, ET losses from groundwater)

    Consequently, only the surficial ground

    water aquifer represented in the model.

    No flow boundary assumed along model

    boundary

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    Okavango Delta Management Plan Integrated Hydrological Model

    Upstream InflowsUpstream Inflows

    0

    2,000

    4,000

    6,000

    8,000

    10,000

    12,000

    14,000

    16,000

    18,000

    1 9 3 3

    / 3 4

    1 9 3 8

    / 3 9

    1 9 4 3

    / 4 4

    1 9 4 8

    / 4 9

    1 9 5 3

    / 5 4

    1 9 5 8

    / 5 9

    1 9 6 3

    / 6 4

    1 9 6 8

    / 6 9

    1 9 7 3

    / 7 4

    1 9 7 8

    / 7 9

    1 9 8 3

    / 8 4

    1 9 8 8

    / 8 9

    1 9 9 3

    / 9 4

    1 9 9 8

    / 9 9

    D i s c

    h a r g e ( M

    m 3 / a )

    Mohembo

    Mukwe

    5 year moving average5 year moving average

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    Okavango Delta Management Plan Integrated Hydrological Model

    Upstream InflowsUpstream Inflows

    0

    2,000

    4,000

    6,000

    8,000

    10,000

    12,000

    1992/93 1993/94 1994/95 1995/96 1996/97 1997/98 1998/99 1999/00 2000/01 2001/02

    D i s c

    h a r g e

    ( M m

    3 / a )

    Mohembo

    Mukwe

    critical period

    normal period

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    Okavango Delta Management Plan Integrated Hydrological Model

    Delta ZonesDelta Zones

    Based on satellite analysis(J McCarthy, Stockholm University)

    MODEL AREA (km2) 28,782Zone 1 - 0.1>FF>0 19,322 rarely floodedZone 2 - 0.5>FF>0.1 3,534 occasionally floodedZone 3 - 0.9>FF>0.5 2,328 seasonally floodedZone 4 - 1>FF>0.9 2,152 permanently floodedZone 5 - Panhandle 1,446 Panhandle

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    Okavango Delta Management Plan Integrated Hydrological Model

    Water BalanceWater BalanceWATER BALANCE (mm/annum) Baseline

    AngolaDams

    U/SIrrigation

    DeltaAbstraction

    ClimateChange

    Precipitation -393 -393 -393 -393 -360Evapotranspiration 691 694 667 691 590

    Inflow -217 -220 -190 -217 -135

    Outflow 6 6 6 6 6

    Overland Storage Change -37 -38 -40 -37 -45

    Subsurface Storage Change -48 -48 -49 -48 -54

    TOTAL 2 2 2 2 1

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    Okavango Delta Management Plan Integrated Hydrological Model

    Baseline Overland FlowBaseline Overland FlowDry Period

    (1992 to 1997)Overland Depth

    of Flow (m)

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    Okavango Delta Management Plan Integrated Hydrological Model

    Minimum Depth of Overland FlowMinimum Depth of Overland FlowDry Period (1992

    to 1997)Minimum Depth

    of Flow (m)

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    Okavango Delta Management Plan Integrated Hydrological Model

    Time Series of Overland FlowTime Series of Overland Flow

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    Okavango Delta Management Plan Integrated Hydrological Model

    Flooded AreaFlooded AreaIMPACTS Baseline AngolaDams

    U/SIrrigation

    DeltaAbstraction

    ClimateChange

    Minimum Flooded Area (km2) 1,513 -33 -661 -4 -736

    zone 1 (Rarely Flooded) 15 0 -14 -1 -15

    zone 2 (Occasionally Flooded) 19 0 -5 0 -6

    zone 3 (Seasonally Flooded) 227 -13 -118 -3 -132

    zone 4 (Permanently Flooded) 934 -18 -303 0 -343

    zone 5 (Panhandle) 318 -2 -221 0 -240

    Maximum Flooded Area (km2) 12,077 93 -75 -7 -716

    zone 1 (Rarely Flooded) 4,426 78 -47 -14 -450zone 2 (Occasionally Flooded) 2,573 9 -21 4 -139

    zone 3 (Seasonally Flooded) 2,045 7 -7 1 -73

    zone 4 (Permanently Flooded) 2,076 -1 1 2 -43

    zone 5 (Panhandle) 957 0 -1 0 -11

    k l l I d H d l i l M d l

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    Okavango Delta Management Plan Integrated Hydrological Model

    Soil MoistureSoil MoistureDry Period (1992 to

    1997)

    Soil Moisture

    Deficit (mm)

    Ok D l M Pl I t t d H d l i l M d l

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    Okavango Delta Management Plan Integrated Hydrological Model

    Ground Water Ground Water Dry Period

    Maximum Depth to

    Ground Water (m)

    Ok D lt M t Pl Integrated H drological Model

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    Okavango Delta Management Plan Integrated Hydrological Model

    Dams in AngolaDams in Angola

    0

    50

    100

    150

    200

    250

    300

    350

    400

    450

    500

    Oct 92 Apr 93 Oct 93 Apr 94 Oct 94 Apr 95 Oct 95 Apr 96 Oct 96 Apr 97 Oct 97

    D i s c

    h a r g e

    ( m 3 / s )

    Recorded

    WERRD-08

    Okavango Delta Management Plan Integrated Hydrological Model

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    Okavango Delta Management Plan Integrated Hydrological Model

    Inflow with IrrigationInflow with Irrigation

    0

    100

    200

    300

    400

    500

    Oct 92 Apr 93 Oct 93 Apr 94 Oct 94 Apr 95 Oct 95 Apr 96 Oct 96 Apr 97 Oct 97

    D i s c

    h a r g e ( m

    3 / s )

    Recorded

    Irrigation

    Okavango Delta Management Plan Integrated Hydrological Model

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    Okavango Delta Management Plan Integrated Hydrological Model

    Impact on Overland DepthImpact on Overland DepthDry Period (1992 to

    1997)

    Difference in

    Depth of Flow (m)

    Okavango Delta Management Plan Integrated Hydrological Model

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    Okavango Delta Management Plan Integrated Hydrological Model

    Inflow from Upstream BasinInflow from Upstream Basin

    0

    200

    400

    600

    800

    1,000

    1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002

    D i s c

    h a r g e ( m

    3 / s )

    Observed

    Climate Change

    Okavango Delta Management Plan Integrated Hydrological Model

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    Okavango Delta Management Plan Integrated Hydrological Model

    Precipitation and TemperaturePrecipitation and Temperature

    0.0

    5.0

    10.0

    15.0

    20.0

    25.0

    30.0

    35.0

    Oct 92 Oct 93 Oct 94 Oct 95 Oct 96 Oct 97 Oct 98 Oct 99 Oct 00 Oct 01 Oct 02

    T e m p e r a

    t u r e

    ( d e g C

    )

    Average Daily Temperature Change: 19.9 to 22.1degC

    Precipitation Change: 393 to 360mm/a

    Okavango Delta Management Plan Integrated Hydrological Model

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    Okavango Delta Management Plan Integrated Hydrological Model

    Impact on Overland FlowImpact on Overland FlowDry Period (1992

    to 1997)

    Difference inDepth of Flow (m)

    Okavango Delta Management Plan Integrated Hydrological Model

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    Okavango Delta Management Plan g y g

    Impact onImpact on OverLandOverLand FlowFlow