dr. wil_eastern nile water simulation model based on ribasim v9 (wil)

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  • 7/30/2019 Dr. Wil_Eastern Nile Water Simulation Model Based on RIBASIM V9 (Wil)

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    Eastern Nile Water Simulation ModelDSS for EN River Basin powered by RIBASIM

    Wil N.M. van der Krogt, Henk J.M. Ogink

    For 5th ENPM Regional Workshop, Cairo, Egypt

    8 December 2012

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    Deltares Delft the Netherlands - Europe

    Deltares

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    Project aim

    1. To build a flexible "Eastern Nile Water Simulation Model (ENWSM)

    based on RIBASIM7"2. To carry out a simulation analysis of the EN basin for a number of

    identified scenarios, measures and strategies on critical EN issues likewater infrastructure development and climate change.

    3. To build modeling capacity at ENTRO by classical and on-the-jobtraining.

    Target to finish December 2012

    RIBASIM training ENTRO, Addis Ababa, Jun and Sep 2012

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    RIBASIM Version 7.01

    RIBASIM has been developed and fine-tuned since 1985 at

    Deltares | Delft Hydraulics in the course of many projects.

    RIBASIM has been applied in more than 30 countries world-wide

    and is used by a wide range of national and regional agencies.

    Countries where the model has been applied include Argentina,

    Azerbaijan, Bangladesh, Brazil, Canada, Central Asian republics(Aral Sea catchment), Chile, China, Czech, Egypt, Equatorial

    Lakes, Ethiopia, Greece, India, Indonesia, Iran, Iraq, Italy, Kenya,

    Lesotho, Malaysia, Mali, Mongolia, Morocco, Nepal, Peru,

    Philippines, Poland, Portugal, Senegal, Sudan, Taiwan, Tobago,

    Trinidad, Turkey, Ukraine, Vietnam, The Netherlands.

    RIBASIM is a general applicable software and is used in large

    complex river basin management and planning studies

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    Simulation in time of :

    Infrastructure

    and its operation

    water

    allocation

    shortages / allocation

    energy production

    reservoir levels

    delivery reliability

    etc.

    Overall basin management

    Introduction R I B A S I M

    Water

    demand

    Available

    water

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    Why balance: the Water Balancing Act

    Demand Population growth

    Increased welfare

    Inefficient use

    Supply Quantity (Natural Scarcity,

    Groundwater Depletion)

    Quality Degradation

    Cost of Options

    Nile

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    On short / long term

    Squeezing

    the Nile

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    Raw data

    Collect and validate the available unstructured data from:

    ENTRO staff, ENTRO library (untouched reports), public domain and

    internet

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    ENWSM covers the catchments

    of the main EN basins,

    including the Blue Nile, Baro-

    Akobo-Sobat, Tekeze-Setit-

    Atbara, portions of the White

    Nile and the Main Nile

    upstream of HAD incl. LakeNasser.

    Nile River basin

    ENWSM characteristics

    Simulation time step: months

    Covers all users in the EN basin, allpresent and potential infrastructure

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    Zoom in on catchment schematization near Lake Tana and Abay Blue Nile

    Kessie st.

    Tekezedam

    Metema st.

    Rahad

    dam (P)

    Renaissance

    Dam (P)

    DSGuder st.Beko Abo

    Dam (P)Mabil Dam

    (P)

    Mendaia Upand Down

    Dam (P) Karadobi

    Dam (P)

    Deim st.Chara

    Chara st.

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    Catchment area

    EN catchment area (km2) and average annual catchment runoff

    (Mcm) per country:

    Ethiopia 496,961 (22 %) 80,106 (80%)

    South Sudan 957,800 (42 %) 16,941 (17 %)

    Sudan 845,312 (36 %) 3,376 ( 3 %)

    Total 2,300,073 km2 100,422 Mcm

    1. Some catchments may cover 2 countries and are not split-up.

    2. Inflow at Mongalla 35,805 Mcm is excluded.

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    Complete EN network schematization for ENWSM (RIBASIM7) with map

    Network schematization

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    Network schematization: rivers

    Complete EN network schematization for ENWSM (RIBASIM7) without map:

    Rivers and canals only

    Bahr El Jebel

    White Nile

    Main Nile Atbara

    Tekeze

    Rahad

    Setit

    DinderGash

    Abay

    Blue Nile

    Baro

    Gilo

    AkoboAgweri

    Bahr El Ghazal

    PiborSobat

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    ENWSM network schematization of present situation

    Network schematization: lakes and swamps

    Ghazal

    Sudd

    LakeTana

    Lake Nasser

    Machar

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    Network schematization: recording stations

    ENWSM network schematization of present situation (42)

    Lake Nasser

    K3

    Diem

    Border

    Khartoum Embamadre

    Bahir Dar

    GambelaHillet Doleib

    Malakal Kessie

    Bure

    Shogole

    Abu Hamed

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    EN network schematization

    Infrastructure:

    All rivers in: Baro-Akobo-Sobat-White Nile basin (Bahr El Jebel and Ghazal)Abay-Blue Nile basin

    Tekeze-Setit-Atbara basin

    Main Nile basin

    2 Lake: Tana and Nasser

    3 Swamps: Sudd, Ghazal and Machar

    111 Dams: 11 existing and 100 under-construction or (known) potential 6 Run-of-river hydro-power stations: 2 existing and 4 potential

    42 Recording stations

    3 Potential by-pass canals for Ghazal, Sudd (Jonglei Canal) and Macharswamps

    Users and losses: 114 Irrigation areas: 18 existing and 96 potential

    5 DMI water use

    Evaporation and other losses

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    Hydrology: monthly time series

    Big effort to get the series complete and consistent:

    Actual and effective rainfall based on ERA40 daily rainfall 1961-

    2000 from ECMWF, gridded rainfall data.

    Evaporation and evapotranspiration based on FAO-data base

    (CLIMWAT). Lake Tana water balance based on evaporation, outflow and

    storage change data and ENTRO inflow records.

    River flow (runoff) based on historical (natural) flows at Bahir

    Dar, Kessie, Guder DS, Deim, Roseires, Dinder at mouth, Rahad

    at mouth, Khartoum & Soba, Gambela, Hillet Doleib, Malakal, K3,data from Norplan and Nile Control staff.

    Monthly time series from 1900 till 2002 (103 years)

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    Model verification at var. locations, 1900-2002

    Model verification, Atbara at K3, Period 1900-2002, annual flows

    0

    5,000

    10,000

    15,000

    20,000

    25,000

    1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010

    Annualflow

    (Mm

    3)

    Natural

    Simulated

    Model verification, Main Nile at Aswan, Period 1900-2002

    0

    20,000

    40,000

    60,000

    80,000

    100,000

    120,000

    140,000

    1890 1900 1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010

    Annualflows(Mm

    3)

    Natural

    Simulated

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    Model verification, var. locations, monthly flow

    statistics

    Model verification, Main Nile at Aswan, Period 1900-1932, monthly flow statistics

    0

    2,000

    4,000

    6,000

    8,000

    10,000

    12,000

    14,000

    16,000

    18,000

    20,000

    22,000

    24,000

    Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

    Monthlymeanandstandarddeviation(Mm

    3)

    Mean Natural

    Mean Simulation x = 0.3

    Mean Simulation x = 0.4

    Stdv Natural

    Stdv Simulation x = 0.4

    Model verification, Atbara at K3, Period 1900-2002

    0

    500

    1,000

    1,500

    2,000

    2,500

    3,000

    3,500

    4,000

    4,500

    5,000

    Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

    Monthlymeanandstandarddeviation(M

    m3)

    Mean observed

    Stdv observed

    Mean simulated

    Stdv simulated

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    Irrigation water demand and supply

    Advanced irr igat ion node: agriculture water demand, water

    allocation, crop yield and crop production modeling (DelftAGRI)based on:

    various crops, crop characteristics, crop and yield response factors

    crop (cultivation) plan

    reference crop evapotranspiration

    dependable and actual rainfall irrigation and agriculture practise

    soil types

    pre-saturation requirement

    seepage and percolation losses

    water allocation to crops within the irrigation area by priority

    root zone soil moisture water balance survival fraction on field level, the crop yield on field and farm gate

    level and crop production costs.

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    Crops

    1. Rice

    2. Cotton

    3. Sorghum Teff

    4. Onion5. Wheat

    6. Groundnut

    7. Sugar Cane

    8. Field peas

    9. Lentils10.Barley

    11.Sunflower Noug Sesame

    12.Soy Beans

    13.Potatoes

    14.Tobacco

    15.Maize

    16.Castor Beans17.Red Pepper

    18.Ginger

    19.Coffee

    20.Fruits

    21.Grapes22.Sudan Grass

    22 crops defined (as used in the ENID Study):

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    Crop plan in base case 2012

    Sudan

    Ethiopia

    Standard crop plans per

    country based on FAO data

    Toshka

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    Surface water reservoir geometry incl. one or more backwater gates

    Dams and reservoirs

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    Operation of surface water reservoir

    Determined by :

    actual water volume in the reservoir

    hydrological in- and output :

    actual rainfall, open water evaporation, seepage, inflow

    downstream release targets(main, backwater and turbine gates) for:

    non-hydro power releases like irrigation, domestic water supply,

    flushing, etc via the main or backwater gates

    firm hydro energy release targets

    gate capacities

    reservoiroperation rules:

    flood control,

    maximum energy production,

    firm and hedging storage

    Dams and reservoirs

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    Model data base 2012

    ENWSM

    (based on RIBASIM7)

    Historical hydrological

    data

    1900 - 2002Result files

    Result files

    Results

    Base case 2012 : present situation

    Setup of ENWSM

    Stores network schematization, node

    and link characteristics, priorities for

    water allocation, etc

    All annual and multiple

    year time series

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    Agriculture sector

    dataAgriculture sector

    data

    Land-use and

    population data

    2010 - 2050

    Model data base 2012

    ENWSM

    (based on RIBASIM7)

    Historical hydrological

    data

    1900 - 2002

    Land-use and

    population data

    2010 - 2050 Crop plan

    data

    Result files

    Result files

    Results

    Socio-economic

    scenarios

    Land-use and

    population data

    2012 - 2050

    Measure and strategy

    data filesMeasure and strategy

    data filesMeasure and strategy

    data

    Agriculture sector

    scenarios

    Climate change

    data filesClimate change

    data filesChange of

    hydrological data

    Climate change

    scenarios

    Interventions,

    management

    actions

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    Scenarios and management actions

    Distinction among:

    1. Hydrological scenarios

    2. Socio-economic scenarios

    3. Agriculture sector scenarios

    4. Climate change scenarios

    5. Management actions which consists of combination of measures:

    Irrigation measures

    Hydro-power measures

    Other measures

    To prepare explicitly

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    Scenarios

    ID Scenario name

    T002 ENWSM time series (103 years : 1900-2002) Atbara Fraction

    T003 ENWSM time series (103 years : 1900-2002) Atbara Regression (the best)

    Hydrological scenario: historical time series

    Climate change scenario: variation on the hydrological scenario

    ID Scenario name

    C000 No hydrological data change

    C001 Climate change (+3%)

    C002 Climate change (-3%)

    C003 Climate change (+5%)

    C004 Climate change (-5%)

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    Scenarios

    Land-use and population scenarios: change in DMI demand

    Agriculture sector scenario: alternative crop plan for irrigation areas

    ID Scenario name Remarks

    A000 No agriculture sector scenario (crop plan)

    defined

    Crop plan of the 2012 model database is

    used.

    A001 High crop intensity (Ethiopia) Crop plan with 180% crop intensity for

    Ethiopia according to ENID study for Lake

    Tana

    ID Scenario name Remarks

    D000 No land-use and population scenario defined Population number of the 2012 model

    database is used

    D001 2030 best estimate of population/cattle growth +25%

    D002 2030 high estimate of population/cattle growth +40%

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    I-measures

    Irrigation development measures (12 feasible ENIDS projects):

    1. Gumera, 6 sub-projects of the Tana Beles irr. Project (Et)

    2. Ribb, 4 sub-projects of the Tana Beles irr. Project (Et)

    3. Megech pumping and gravity of the Tana Beles irr. Project (Et)

    4. Neshe irr. Project (Et)

    5. Arjo Didessa River project of the Didessa irr. Project (Et)

    6. Negeso River project of the Didessa irr. Project (Et)

    7. Angar of the Angar-Nekemte irr. Project (Et)

    8. El Rahad Phase II irr. Project (Su)

    9. Upper Beles of the Tana Beles irr. Project (Et)

    10. Great Kenana irr. Project (Su)

    11. Humera irr. Project12.Rumela and Upper Atbara irr. development Projects (Su)

    13. Lower Beles irrigation area

    14. Upper Dinder irrigation area

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    H-measures

    Hydro-power and other development measures:

    1. Karadobi dam (Et)

    2. Beko Abo Low dam (Et)

    3. Beko Abo High dam (Et)

    4. Mandaya dam (Et)

    5. Mandaya Upper dam (Et)

    6. Renaissance dam with FSL 620 m (under construction, Et)

    7. Renaissance dam with FSL 640 m (under construction, Et)

    8. Upper Beles Dam (Et)

    9. Heightening Roseires Dam on 490 m (present 481 m) (Su)

    10. Rumela and Burdana dams (under construction, Su)

    11. Jonglei Canal (Ss)

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    Management actions

    ID Name

    M000 No management actions. Base line, current condition.

    M001 Renaissance640

    Beles dam + Dinder and Beles irr.

    High Roseires + Kenana irr.

    M002 Abbay dams cascade A of Karadobi + Beko Abo Low + Mandaya + Renaissance620.

    Beles dam + Dinder and Beles irr.

    High Roseires + Kenana irr.

    M003 Abbay dams cascade B of Karadobi - Beko Abo Low - Madaya Upper - Renaissance

    dam640

    Beles dam + Dinder and Beles irr.

    High Roseires + Kenana irr.

    M004 Abbay dams cascade C of Beko Abo High (1062) + Mandaya + Renaissance620

    Beles dam + Dinder and Beles irr.High Roseires + Kenana irr.

    M005 Abbay dams cascade D of Beko Abo High (1062) + Mandaya Upper + Renaissance640

    Beles dam + Dinder and Beles irr.

    High Roseires + Kenana irr.

    M501 Set all irrigation, public water supply and infrastructure nodes on inactive except Lake Tana.

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    ENWSM operation

    Simulation case management by flow chart of actions

    Select

    scenarios and

    measures

    Design network

    schematization and

    fill model data

    Define

    simulation

    period

    Simulate

    Analyze results

    (map, chart,

    report)

    Drop-down menu list

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    Simulation cases

    Verification case Hydrological scenario T003 on

    All other scenarios off

    Management action G501 on : all infrastructure and all usersinactive

    Aim to calibrate and verify the flows in the network at the recordingstations

    Base case (S000): present 2012 situation

    Hydrological scenario T003 on

    All other scenarios off No management action

    Aim to reproduce the present situation

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    Illustrative simulation cases

    ID ID Hyd+Clim+SocEc+

    Agr+ManAct

    S001 Renaissance T003+C000+D000+A000+M001

    S002 Abay Cascade A:

    Karadobi + Beko Abo Low + Mandaya + Renaissance 620

    T003+C000+D000+A000+M002

    S003 Abay Cascade B:

    Karadobi + Beko Abo Low + Mandaya Upper + Renaissance 640

    T003+C000+D000+A000+M003

    S004 Abay Cascade C:

    Beko Abo High + Mandaya + Renaissance 620

    T003+C000+D000+A000+M004

    S005 Abay Cascade D:Beko Abo High + Mandaya Upper + Renaissance 640

    T003+C000+D000+A000+M005

    S006 Renaissance High demand T003+C502+D002+A001+M001

    Selection of scenarios and management actions

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    ENWSM results characteristics

    Tool to analyse the consequences of infrastructure developments(measures, interventions) and climate change in terms like

    the inflow into Lake Nasser

    the flow regime at any location eg. Deim,

    the reliability of supply to all water users in the Nile countries,

    the water use in the various Nile countries for irrigation,hydropower, drinking water, livestock, domestic, municipal andindustrial use,

    the evaporation from swamps, reservoirs and rivers,

    the hydro-power production (firm and secondary),

    the size of the swamps (wetlands, marshes).

    the spilling to Toshka valleys

    .

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    Tables: Summary output tables with water supply reliability

    Annual overall basin water balances tables

    Irrigation- and DMI consumption, evaporation losses per country

    Graphs: all computed parameters for each node, link and overall basin

    Overall basin water balance over time Demand, supply and shortage for irrigation, DMI, losses

    Actual and dependable flows at any location in the basin

    Reservoir, lake and swamp water balances over time

    Water balance for each node over time

    Map presentation: all parameters as under the graphs option

    Map animation: flow thru the network over time

    Example and preliminary model results

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    Example and preliminary model results

    Verification case: Nile natural flow, no structures and no users, check recorded and

    simulated river flows at the 42 recording stations (1900-2002)

    Malakal recording station

    Simulated flow (m3/s) Monitored flow (m3/s)

    12/7/199512/9/198712/11/197912/13/197112/15/196312/17/195512/19/194712/21/193912/23/193112/25/192312/27/191512/29/1907

    2,400

    2,300

    2,200

    2,100

    2,000

    1,900

    1,800

    1,700

    1,600

    1,500

    1,400

    1,300

    1,200

    1,100

    1,000

    900

    800

    700

    600

    500

    400

    Aswan recording station (inflow Lake Nasser)

    Simulated flow (m3/s) Monitored flow (m3/s)

    12/7/199512/9/198712/11/197912/13/197112/15/196312/17/195512/19/194712/21/193912/23/193112/25/192312/27/191512/29/1907

    12,500

    12,000

    11,500

    11,000

    10,500

    10,000

    9,500

    9,000

    8,500

    8,000

    7,500

    7,000

    6,500

    6,000

    5,500

    5,000

    4,500

    4,000

    3,500

    3,000

    2,500

    2,000

    1,500

    1,000

    500

    0

    Avg annual natural

    flow 86.1 Bcm

    Graph for location Total basin (Mcm)

    44 000

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    Total basin

    water balanceover time

    In :V if Variab le inflow Tota l basin (Mcm) In :Rsv Ra infall To ta l basin (Mcm)In :Rsv Storage decrease Total basin (Mcm) In :Lnk Rainfall Total basin (Mcm)

    In :Lnk Storage decrease Total basin (Mcm) In :Gwr Return flows to gw of prev.ts Total basin (Mcm)

    12/28/190912/28/190812/29/190712/29/190612/29/190512/29/190412/30/190312/30/190212/30/190112/30/1900

    44,000

    42,000

    40,000

    38,000

    36,000

    34,000

    32,000

    30,000

    28,000

    26,000

    24,000

    22,000

    20,000

    18,000

    16,000

    14,000

    12,000

    10,000

    8,000

    6,000

    4,000

    2,000

    0

    Graph for location Total basin (Mcm)

    Out:End Outflow Total basin (Mcm) Out:Rsv Evaporation Total basin (Mcm)Out:Rsv Storage increase Total basin (Mcm) Out:Lnk Evaporation Total basin (Mcm)

    Out:Lnk Storage increase Total basin (Mcm) Out:Pws Consumption from sw and gw Total basin (Mcm)Out:Qls Allocati on Total basi n (Mcm) Out:Ai r Consumpti on from sw and gw Total basi n (Mcm)Out:Lnk Soil moisture recharge Total basin (Mcm)

    6/18/191012/18/19096/19/190912/19/19086/20/190812/21/19076/22/190712/22/19066/23/190612/23/19056/24/190512/24/19046/25/190412/26/19036/27/190312/27/19026/28/190212/28/19016/29/190112/29/19006/30/1900

    44,000

    42,000

    40,000

    38,000

    36,000

    34,000

    32,000

    30,000

    28,000

    26,000

    24,000

    22,00020,000

    18,000

    16,000

    14,000

    12,000

    10,000

    8,000

    6,000

    4,000

    2,000

    Sources

    Use

    Base case

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    Example and preliminary base case model results

    Graph for location Rsv_Eg_HighAswanDam_IrHpPw

    SW reservoir node results

    Level: actual at end of time step Rsv_Eg_HighAswanDam_IrHpPw Level: full reservoir Rsv_Eg_HighAswanDam_IrHpPwLevel: dead Rsv_Eg_HighAswanDam_IrHpPw

    D 1899-12-01 00:00:00 1909-07-01 00:00:00 1919-06-01 00:00:00 1929-06-01 00:00:00 1939-05-01 00:00:00 1949-05-01 00:00:00 1959-04-01 00:00:00 1969-04-01 00:00:00 1979-03-01 00:00:00 1989-03-01 00:00:00 1999-02-01 00:00:00

    182

    180

    178

    176

    174

    172

    170

    168

    166

    164

    162

    160

    158

    156

    154

    152

    150

    148

    Reservoir level of Lake Nasser over time

    Results: change

    Average monthly flow at El Diem Mcm)

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    Results: change

    in flow regime

    Average monthly inflow of Lake Nasser (Mcm)

    0.0

    5000.0

    10000.0

    15000.0

    20000.0

    25000.0

    j f m a m j j a s o n d

    Ver S000 S001 S002 S003 S004 S005 S006

    0.0

    2000.0

    4000.0

    6000.0

    8000.0

    10000.0

    12000.0

    14000.0

    16000.0

    j f m a m j j a s o n d

    Ver S000 S001 S002 S003 S004 S005 S006

    Inflow to Lake

    Nasser

    Flow at Deim

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    Total energy production (GWh)

    0.0

    10000.0

    20000.0

    30000.0

    40000.0

    50000.0

    60000.0

    70000.0

    Ver S000 S001 S002 S003 S004 S005 S006

    Simulation results: hydro-power production

    N fAnnual average net evaporation (Mcm)

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    Net evap.from

    reservoirs

    g p ( )

    0.0

    2000.0

    4000.0

    6000.0

    8000.0

    10000.0

    12000.0

    14000.0

    16000.0

    18000.0

    20000.0

    Ver S000 S001 S002 S003 S004 S005 S006

    Lake Nasser average annual net evaporation (Mcm)

    0.0

    2000.0

    4000.0

    6000.0

    8000.0

    10000.0

    12000.0

    14000.0

    Ver S000 S001 S002 S003 S004 S005 S006

    Total basin net

    evaporation

    from reservoirs

    Lake Nasser

    net

    evaporation

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    Simulation results: Irr and DMI water use

    Total water use (Mcm)

    0.0

    10000.0

    20000.0

    30000.0

    40000.0

    50000.0

    60000.0

    S000 S001 S002 S003 S004 S005 S006

    Ethiopia Sudan Egypt South Sudan

    Total water use

    per country

    Sudan water use

    Water use of Sudan (Mcm)

    0.0

    2000.0

    4000.0

    6000.0

    8000.0

    10000.0

    12000.0

    14000.0

    16000.0

    18000.0

    S000 S001 S002 S003 S004 S005 S006

    Evap. from reservoirs Irr. And DMI use Total

    Si l i l i f h

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    Simulation results: size of the swamps

    Swamp area (ha)

    0

    200000

    400000

    600000

    800000

    1000000

    1200000

    1400000

    1600000

    1800000

    Ver S000 S001 S002 S003 S004 S005 S006

    Bahr El Ghazal Machar Sudd

    E l d li i b d l lt

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    Graph for location Lst_Ss_SwampSudd

    Link storage node results

    Surface area Lst_Ss_SwampSudd

    D 1899-12-01 00:00:00 1909-10-01 00:00:00 1920-01-01 00:00:00 1930-04-01 00:00:00 1940-06-01 00:00:00 1950-09-01 00:00:00 1960-12-01 00:00:00 1971-03-01 00:00:00 1981-06-01 00:00:00 1991-09-01 00:00:00 2001-12-01 00:00:00

    4,800,000

    4,600,000

    4,400,000

    4,200,000

    4,000,000

    3,800,000

    3,600,000

    3,400,000

    3,200,000

    3,000,000

    2,800,000

    2,600,000

    2,400,000

    2,200,000

    2,000,000

    1,800,000

    1,600,000

    1,400,000

    1,200,000

    1,000,000

    800,000

    600,000

    400,000

    200,000

    0

    Surface area of Sudd swamp over time (ha)

    Example and preliminary base case model results

    E l d li i b d l lt

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    Graph for location Swf_110_MainNileRiver

    Emperical method (Method 2)Annual results

    Link flow statistics

    Minimum Swf_110_MainNileRiver Average Swf_110_MainNileRiver Maximum Swf_110_MainNileRiver 0.80 depend. Swf_110_MainNileRiver0.20 depend. Swf_110_MainNileRiver

    11/25/190010/26/19009/26/19008/27/19007/28/19006/28/19005/29/19004/29/19003/30/19002/28/19001/29/1900

    10,000

    9,500

    9,000

    8,500

    8,000

    7,500

    7,000

    6,500

    6,000

    5,500

    5,000

    4,500

    4,000

    3,500

    3,000

    2,500

    2,000

    1,500

    1,000

    500

    Example and preliminary base case model results

    Max, average, min, 20% and 80% dependable monthly inflow of Lake Nasser

    H t d (1)

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    How to proceed (1)

    Water supply side: All hydrological time series are consistent but

    improvement can be aimed for the series along Blue

    Nile, Lake Tana (Gigel Abay), Gilo-Birbir

    Extension of the time series from 2002 to 2012

    Water use side:

    Use of more differentiated crop plans

    Improvement of the DMI demand based on better data

    Extension of the model with Egypt

    H t d (2)

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    How to proceed (2)

    Infrastructure: Filling up the missing data for the potential reservoirs

    Fine-tuning the operation rules of the dams

    Improvement of the water allocation especially in

    Sudan based on better field data

    Measures and management actions:

    Defining more measures and management actions toanalyze

    Analuze filling strategies for the Renaissance andRumela-Burdana dams under construction

    Th k

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    Thanks

    Grand Renaissance Dam (Et)