A review of groundwater sustainability crisis in the Pacific Island countries: Challenges and solutions
Population growth and rapid industrialization have imposed excessive demand for
groundwater in Pacific Island countries (PICs). To meet this demand, over pumping of …
groundwater in Pacific Island countries (PICs). To meet this demand, over pumping of …
Daily prediction and multi-step forward forecasting of reference evapotranspiration using LSTM and Bi-LSTM models
DK Roy, TK Sarkar, SSA Kamar, T Goswami… - Agronomy, 2022 - mdpi.com
Precise forecasting of reference evapotranspiration (ET0) is one of the critical initial steps in
determining crop water requirements, which contributes to the reliable management and …
determining crop water requirements, which contributes to the reliable management and …
Gaussian process regression tuned by bayesian optimization for seawater intrusion prediction
G Kopsiaftis, E Protopapadakis… - Computational …, 2019 - Wiley Online Library
Accurate prediction of the seawater intrusion extent is necessary for many applications, such
as groundwater management or protection of coastal aquifers from water quality …
as groundwater management or protection of coastal aquifers from water quality …
A new intelligence approach based on GIS-based Multivariate Adaptive Regression Splines and metaheuristic optimization for predicting flash flood susceptible areas …
The main objective of this research work was to propose and verify a new soft computing
approach based on Multivariate Adaptive Regression Splines (MARS) and Particle Swarm …
approach based on Multivariate Adaptive Regression Splines (MARS) and Particle Swarm …
Adaptive surrogate model based multiobjective optimization for coastal aquifer management
In this study, a novel surrogate model assisted multiobjective memetic algorithm (SMOMA) is
developed for optimal pumping strategies of large-scale coastal groundwater problems. The …
developed for optimal pumping strategies of large-scale coastal groundwater problems. The …
Multi-objective groundwater management strategy under uncertainties for sustainable control of saltwater intrusion: Solution for an island country in the South Pacific
To date, simulation-optimization (S/O) based groundwater management models have
delivered optimal saltwater intrusion management strategies for coastal aquifer systems. At …
delivered optimal saltwater intrusion management strategies for coastal aquifer systems. At …
Development and implementation of support vector machine regression surrogate models for predicting groundwater pumping-induced saltwater intrusion into coastal …
Predicting the extent of saltwater intrusion (SWI) into coastal aquifers in response to
changing pumping patterns is a prerequisite of any groundwater management framework …
changing pumping patterns is a prerequisite of any groundwater management framework …
A review of surrogate models and their ensembles to develop saltwater intrusion management strategies in coastal aquifers
The complex physical processes in a typical coastal aquifer system with transient inputs to
numerical simulation models (NSM) result in substantial computational burden in a coupled …
numerical simulation models (NSM) result in substantial computational burden in a coupled …
Improving forecasting accuracy of multi-scale groundwater level fluctuations using a heterogeneous ensemble of machine learning algorithms
Accurate groundwater level (GWL) forecasts are crucial for the efficient utilization, strategic
long-term planning, and sustainable management of finite groundwater resources. These …
long-term planning, and sustainable management of finite groundwater resources. These …
Explicit data-driven models for prediction of pressure fluctuations occur during turbulent flows on sloping channels
Pressure fluctuations are among the favorite topics for hydraulic engineers due to their
critical role in the design and safe operation of hydraulic structures. In this study, three …
critical role in the design and safe operation of hydraulic structures. In this study, three …