An optimization approach to maximize the resource during ......Credit: Marie Bourrel BonrikiWater...

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Abstraction and climate impacts on the Bonriki freshwater lens, Tarawa, Kiribati An optimization approach to maximize the resource during droughts Presenter: Sandra Galvis-Rodriguez Authors: Sandra Galvis-Rodriguez 1,2 , Amandine Bosserelle 1 , Peter Sinclair 1 , Vincent Post 2 , Adrian Werner 2 1 Secretariat of the Pacific Community - Geoscience Division, Suva, Fiji 2 Flinders University, Adelaide, Australia

Transcript of An optimization approach to maximize the resource during ......Credit: Marie Bourrel BonrikiWater...

  • Abstraction and climate impacts on the

    Bonriki freshwater lens, Tarawa, Kiribati

    An optimization approach to maximize the

    resource during droughts

    Presenter: Sandra Galvis-Rodriguez

    Authors: Sandra Galvis-Rodriguez1,2, Amandine Bosserelle1, Peter Sinclair1, Vincent

    Post2, Adrian Werner2

    1Secretariat of the Pacific Community - Geoscience Division, Suva, Fiji

    2Flinders University, Adelaide, Australia

  • CAIA Project

    Objectives

    • Study the impacts of different climate and abstraction scenarios on freshwater lenses in atolls

    • Develop practical, technical and management options, to improve water security and resilience of

    fresh groundwater resources

    Study Cases

    • Bonriki, Tarawa, Kiribati• Vaitupu, Tuvalu

  • Case Study I: Bonriki Island

    • Bonriki water reserve supplies 67% of the households in South Tarawa

    South Tarawa: 56,000 inhabitants

    • Surface area: 0.768 km²

    • Extensively used aquifer in the Pacific

    Credit: Marie Bourrel

  • Bonriki Water Reserve

    Buota Island

    Bonriki Village

    Infiltration galleries and monitoring network

    Quantity

    • Average annual rainfall since 2004: 1,740 mm/yr

    • Estimated mean annual net recharge: 947 mm/yr (1,992 m3/d)

    • Average abstraction rate since 2004: 1,480 m3/d

    • Design Yield: 1,660 m3/d

    Salinity

    • Maximum EC recorded at the Trunk Main: 1,200 μS/cmwith up to 3,800 μS/cm at individual galleries

    • EC water quality threshold at the trunk main 1,500 μS/cm

  • 3D Numerical Groundwater Model

    Model Domain Cross Section

    3D Modelling Simulation –Bonriki Lens

    5 % Seawater20 % Seawater50% Seawater

  • Long term simulation / Calibration

    Observed

    Modelled

    • Period: 01/1997 to 06/2014

    • Modelled VS. Observed EC at each gallery and at the trunk main

    PUB water treatment plant

    1,500 μS/cm

  • Application of the model

    Management of the Lens

    • Different climate/rainfall scenarios

    • Verify necessity to reduce design abstraction (1,660 m3/d) during drought

    – EC must stay below 1,500 μS/cm

    • Define which galleries shall be reduced (sensitivity analysis)

  • 2015

    3-yr

    Drought

    3-yr

    Drought

    Climate and

    Abstraction Scenarios

    Base Case Scenario

    • 30 years of historical rainfall (1986-2014)

    • Projected period: 2015 -2044

    • 3-yr Drought (similar to 1998-2000)

    • Abstraction - 1,660 m3/d

    1997-2014 2015-2044 30 yr projection

    Wet

    2015-2044 30 yr projection1997-2014

    1,500 μS/cm

    2,500 μS/cm

  • Sensitivity Analysis

    One simulation per gallery (total of 21 simulations):

    • Increment of abstraction at the gallery - 18 m3/d (1,678 m3/d)

    • Resulting increment of salinity at the trunk main

    Sensitivity = ΔEC/ΔAbstraction

    Which galleries produced higher increments of salinity at the trunk main ?

  • Management Option

    1997-20142015-2044 30 yr projection

    Management of the lens

    Management rules:

    • Reduce abstraction of the most sensitive galleries

    • Increase abstraction of the less sensitive galleries

    • Maintain the total 1,660 m³/d during the 3-year drought

    1997-20142015-2044 30 yr projection

    Current Management

    3 year drought Similar to1998-2000 event

    Results:

    • Salinities remains below 1,500 μS/cm during the drought 1,500 μS/cm

    1,500 μS/cm

  • 3 yrDrought

    3 yrDrought

    Dry

    Climate and Abstraction

    Scenarios

    Worst Case Scenario

    1997-20142015-2044 30 yr projection

    1997-20142015-2044 30 yr projection

    1,500 μS/cm

    2,500 μS/cm

    • 20 years of historical rainfall (1996-2014)

    • Projected period: 2015-2044

    • 3-yr Droughts 2018-2020 and 2037-2039

    • Abstraction - 1,660 m3/d

    Management rules:

    • Re-arrangement of abstraction distribution / total 1,660 m³/d abstraction maintained

    Results:

    • Reduced salinities at the trunk main for the first drought, but still above 1,500 μS/cm

    • Sustainable yield is lower than 1,660 m³/d during the droughts

    � Need of additional management rules

    Dry

  • Optimised Management Strategy

    General rules for Action

    • IF salinity at the trunk main above 1,000µS/cm (average for 7 days)

    • THEN reduce abstraction of galleries with salinity above 1,000 µS/cm

    • Reduction rate varies depending on sensitivity of each gallery

    • Revision of reduction rates every 3 months (allows for additional monitoring of impacts, community awareness,

    introduction of water conservation measures)

  • Optimised Management Strategy

    Rainfall analysis provides guidance on warning:

    • 12 months rainfall index

    • Watch (below 40 percentile): inform community of potential drought event

    • Warning (below 25 percentile): alert community of high risk of drought AND increase monitoring of

    galleries and boreholes

  • 3 yrDrought

    3 yrDrought

    Dry

    Example of the

    implementation of the

    Optimised Management

    Strategy

    1997-20142015-2044 30 yr projection

    1997-20142015-2044 30 yr projection

    1,500 μS/cm

    2,500 μS/cm

    Dry

  • Strategy Implementation

    1660 m3/d

    Galleries Reduced

    Warning01/08/2018

    1,500 μS/cm

  • Galleries Reduced

    456

    89

    11

    16

    19

    22

    1310 m3/d

    Warning01/02/2019

    Strategy Implementation

    +5 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    456789101112

    1516

    19

    22

    1150 m3/d

    Warning01/05/2019

    Strategy Implementation

    +3 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    456789101112

    15161719

    22

    1130 m3/d

    Warning01/08/2019

    Strategy Implementation

    6 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/11/2019

    Strategy Implementation

    9 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/02/2020

    Strategy Implementation

    12 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/05/2020

    Strategy Implementation

    15 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/08/2020

    Strategy Implementation

    18 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/11/2020

    Strategy Implementation

    21 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/02/2021

    Strategy Implementation

    24 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/05/2021

    Strategy Implementation

    27 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/08/2021

    Strategy Implementation

    30 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    3456789101112

    1415161719

    2122

    1050 m3/d

    Warning01/11/2021

    Strategy Implementation

    33 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    567891011

    19

    22

    1280 m3/d

    Warning01/02/2022

    Strategy Implementation

    36 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    56

    9

    19

    1500 m3/d

    Warning01/05/2022

    Strategy Implementation

    39 months

    Action

    1,500 μS/cm

  • Galleries Reduced

    1660 m3/d

    01/10/2022

    Strategy Implementation

    45 months

    Normal

    1,500 μS/cm

  • With 1,660m³/d from 2015

    Strategy Implementation

    Management Strategy (1,660m³/d - 800 m³/d )

    Results:

    • Salinities below 1,500 μS/cm at the trunk main for entire simulation

    • Abstraction varies between 1,660 m³/d and 800 m³/d

    • Additional water sources are required to supply the reduced abstraction from Bonriki

    • Actions are not only limited to the 3-years drought. The management is required also during low-rainfall periods.

    • Operational management strategy is a proactive approach

    1,500 μS/cm

    1,500 μS/cm

  • Conclusions

    • Pre-conditions are important drivers on the response of the lens to droughts

    • Management of the lens is focus on the top fresher part• Optimization management strategy:

    • Maintain water quality at the trunk main during droughts by reduced abstraction of galleries based on its sensitivity

    • Prescriptive approach that gives specific task to different government agencies (KMS, PUB, MWPU, Drought Committee)

    • The rules provide operational management (in 3-months steps)• A range of values of the sustainable abstraction is determined for

    worst case scenarios, which allows for planning and preparation of

    future droughts

  • Thank You

    Sandra C. Galvis-Rodriguez

    Groundwater Researcher

    Geoscience Division

    SPC

    [email protected]