A Decision Support Tool for the Dynamic Groundwater Management of Coastal Aquifers Under Uncertainty

Chefi Triki*, Mohammad Mahdi Rajabi, Ali Al-Maktoumi, Slim Zekri

*المؤلف المقابل لهذا العمل

نتاج البحث: Conference contribution

ملخص

In this paper, we described a computationally efficient simulation–optimization (S/O) framework for coastal groundwater management (CGM), based on the combined application of numerical modeling, artificial neural networks, and genetic algorithm. The objective was to analyze the ‘trade-off’ between optimality and risk in deriving CGM strategies and to show that reformulating the problem using a mean–variance bi-criterion objective function can be a valuable tool in minimizing the risk of non-optimality. As a case study for our analysis, we studied the optimal design of an aquifer storage and recovery (ASR) system in the Muscat metropolitan area in Oman. S/O was applied to find the optimal constant daily abstraction and injection rates that maximize the net present value (NPV) of the ASR system. The results show that the choice of the decision variables significantly affects the risk of non-optimality, and reducing this risk comes at the cost of a decrease in the expected NPV.

اللغة الأصليةEnglish
عنوان منشور المضيفSelected Studies in Environmental Geosciences and Hydrogeosciences - Proceedings of the 3rd Conference of the Arabian Journal of Geosciences CAJG-3
المحررونAmjad Kallel, Maurizio Barbieri, Jesús Rodrigo-Comino, Helder I. Chaminé, Broder Merkel, Haroun Chenchouni, Jasper Knight, Sandeep Panda, Nabil Khélifi, Ali Cemal Benim, Stefan Grab, Hesham El-Askary, Santanu Banerjee, Riheb Hadji, Mehdi Eshagh
ناشرSpringer Nature
الصفحات241-243
عدد الصفحات3
رقم المعيار الدولي للكتب (المطبوع)9783031438028
المعرِّفات الرقمية للأشياء
حالة النشرPublished - 2023
الحدث3rd Springer Conference of the Arabian Journal of Geosciences, CAJG-3 2020 - Virtual, Online
المدة: نوفمبر ٢ ٢٠٢٠نوفمبر ٥ ٢٠٢٠

سلسلة المنشورات

الاسمAdvances in Science, Technology and Innovation
رقم المعيار الدولي للدوريات (المطبوع)2522-8714
رقم المعيار الدولي للدوريات (الإلكتروني)2522-8722

Conference

Conference3rd Springer Conference of the Arabian Journal of Geosciences, CAJG-3 2020
المدينةVirtual, Online
المدة١١/٢/٢٠١١/٥/٢٠

ASJC Scopus subject areas

  • ???subjectarea.asjc.2200.2216???
  • ???subjectarea.asjc.2300.2304???
  • ???subjectarea.asjc.2100.2105???

قم بذكر هذا