Adaptive management of coastal aquifers using entropy-set pair analysis-based three-dimensional sequential monitoring network design

Roy, Dilip Kumar, and Datta, Bithin (2019) Adaptive management of coastal aquifers using entropy-set pair analysis-based three-dimensional sequential monitoring network design. Journal of Hydrologic Engineering, 24 (3). 04018072.

[img] PDF (Published Version) - Published Version
Restricted to Repository staff only

View at Publisher Website: https://doi.org/10.1061/(ASCE)HE.1943-55...


Abstract

A three-dimensional compliance monitoring network design methodology is presented to develop an adaptive and sequentially modified management policy that intends to improve optimal and justifiable use of groundwater resources in coastal aquifers. In the first step, an ensemble metamodel-based multiobjective prescriptive model is developed using a coupled simulation-optimization approach to derive a set of Pareto optimal groundwater extraction strategies. Prediction uncertainty of metamodels is addressed by utilizing a weighted average ensemble using set pair analysis. In the second step, a monitoring network is designed for evaluating the compliance of the implemented strategies with the prescribed management goals due to possible uncertainties associated with field-scale application of the proposed management policy. Optimal monitoring locations are obtained by maximizing Shannon's entropy between the saltwater concentrations at the selected potential locations. Performance of the proposed three-dimensional sequential compliance monitoring network design is assessed for an illustrative multilayered coastal aquifer study area. The performance evaluations show that sequential improvements of optimal management strategy is possible by using saltwater concentrations measured at the proposed optimal compliance monitoring locations. Therefore, the salinity concentration data collected at the designed compliance monitoring wells can be used to collect feedback information in terms of salinity concentrations. This feedback information can be applied to improve the initially prescribed optimal groundwater extraction patterns while keeping the original management goal intact.

Item ID: 57164
Item Type: Article (Research - C1)
ISSN: 1943-5584
Keywords: saltwater intrusion, sequential compliance monitoring network, adaptive management strategy, uncertainty, Shannon's entropy, set pair analysis
Copyright Information: ©2018 American Society of Civil Engineers
Date Deposited: 20 Feb 2019 07:39
FoR Codes: 09 ENGINEERING > 0905 Civil Engineering > 090509 Water Resources Engineering @ 100%
SEO Codes: 96 ENVIRONMENT > 9609 Land and Water Management > 960999 Land and Water Management of Environments not elsewhere classified @ 100%
More Statistics

Actions (Repository Staff Only)

Item Control Page Item Control Page