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