A new artificial intelligence strategy for predicting the groundwater level over the Rafsanjan aquifer in Iran

A review of the artificial intelligence methods in groundwater level modeling

(2019) Taher Rajaee et al.   JOURNAL OF HYDROLOGY

Modelling groundwater level variations by learning from multiple models using fuzzy logic

(2019) Ata Allah Nadiri et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Comparing data driven models versus numerical models in simulation of waterfront advance in furrow irrigation

(2019) Soudabeh Golestani Kermani et al.   IRRIGATION SCIENCE

Forecasting short-term peak concentrations from a network of air quality instruments measuring PM2.5 using boosted gradient machine models

(2019) Georgia Miskell et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Prediction of clathrate hydrate phase equilibria using gradient boosted regression trees and deep neural networks

(2019) Yongchen Song et al.   JOURNAL OF CHEMICAL THERMODYNAMICS

Cascading logistic regression onto gradient boosted decision trees for forecasting and trading stock indices

(2019) Feng Zhou et al.   APPLIED SOFT COMPUTING

Failure detection in robotic arms using statistical modeling, machine learning and hybrid gradient boosting

(2019) Marcelo Azevedo Costa et al.   MEASUREMENT

Short and mid-term sea surface temperature prediction using time-series satellite data and LSTM-AdaBoost combination approach

(2019) Changjiang Xiao et al.   REMOTE SENSING OF ENVIRONMENT

Calibration of a low-cost PM2.5 monitor using a random forest model

(2019) Yanwen Wang et al.   ENVIRONMENT INTERNATIONAL

Estimation of the spatial distribution of heavy metal in agricultural soils using airborne hyperspectral imaging and random forest

(2019) Kun Tan et al.   JOURNAL OF HAZARDOUS MATERIALS

Multiobjective sparse ensemble learning by means of evolutionary algorithms

(2018) Jiaqi Zhao et al.   DECISION SUPPORT SYSTEMS

GIS-based groundwater potential analysis using novel ensemble weights-of-evidence with logistic regression and functional tree models

(2018) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Mapping groundwater contamination risk of multiple aquifers using multi-model ensemble of machine learning algorithms

(2018) Rahim Barzegar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Seismic indicators based earthquake predictor system using Genetic Programming and AdaBoost classification

(2018) Khawaja M. Asim et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Groundwater level fluctuations simulation and prediction by ANFIS- and hybrid Wavelet-ANFIS/Fuzzy C-Means (FCM) clustering models: Application to the Miandarband plain

(2018) Mohammad Zare et al.   Journal of Hydro-environment Research

Nonlinear autoregressive and random forest approaches to forecasting electricity load for utility energy management systems

(2018) Tanveer Ahmad et al.   Sustainable Cities and Society

Quantifying groundwater exploitation induced subsidence in the Rafsanjan plain, southeastern Iran, using InSAR time-series and in situ measurements

(2017) Mahdi Motagh et al.   ENGINEERING GEOLOGY

Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions

(2017) Bahram Choubin et al.   Environmental Earth Sciences

Impact of urbanization on groundwater recharge rates in Dübendorf, Switzerland

(2017) Morgane Minnig et al.   JOURNAL OF HYDROLOGY

A comparative assessment of GIS-based data mining models and a novel ensemble model in groundwater well potential mapping

(2017) Seyed Amir Naghibi et al.   JOURNAL OF HYDROLOGY

Wavelet coupled MARS and M5 Model Tree approaches for groundwater level forecasting

(2017) Mohammad Rezaie-balf et al.   JOURNAL OF HYDROLOGY

A hybrid wavelet-support vector machine model for prediction of Lake water level fluctuations using hydro-meteorological data

(2017) Basant Yadav et al.   MEASUREMENT

Forecasting of groundwater level fluctuations using ensemble hybrid multi-wavelet neural network-based models

(2017) Rahim Barzegar et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Groundwater vulnerability indices conditioned by Supervised Intelligence Committee Machine (SICM)

(2017) Ata Allah Nadiri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Machine learning algorithms for modeling groundwater level changes in agricultural regions of the U.S.

(2017) S. Sahoo et al.   WATER RESOURCES RESEARCH

A method to improve the stability and accuracy of ANN- and SVM-based time series models for long-term groundwater level predictions

(2016) Heesung Yoon et al.   COMPUTERS & GEOSCIENCES

Spatiotemporal groundwater level modeling using hybrid artificial intelligence-meshless method

(2016) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Validation of GRACE based groundwater storage anomaly using in-situ groundwater level measurements in India

(2016) Soumendra N. Bhanja et al.   JOURNAL OF HYDROLOGY

Bootstrap rank-ordered conditional mutual information (broCMI): A nonlinear input variable selection method for water resources modeling

(2016) John Quilty et al.   WATER RESOURCES RESEARCH

A supervised committee machine artificial intelligent for improving DRASTIC method to assess groundwater contamination risk: a case study from Tabriz plain aquifer, Iran

(2015) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

An evaluation framework for input variable selection algorithms for environmental data-driven models

(2014) Stefano Galelli et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Short-term forecasting of groundwater levels under conditions of mine-tailings recharge using wavelet ensemble neural network models

(2014) Bahaa Khalil et al.   HYDROGEOLOGY JOURNAL

Genetic Programming in Groundwater Modeling

(2014) Elahe Fallah-Mehdipour et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Application of SVM and SWAT models for monthly streamflow prediction, a case study in South of Iran

(2014) Milad Jajarmizadeh et al.   KSCE Journal of Civil Engineering

Groundwater vulnerability assessment using an improved DRASTIC method in GIS

(2014) Aminreza Neshat et al.   RESOURCES CONSERVATION AND RECYCLING

Prediction the Groundwater Level of Bastam Plain (Iran) by Artificial Neural Network (ANN) and Adaptive Neuro-Fuzzy Inference System (ANFIS)

(2014) Samad Emamgholizadeh et al.   WATER RESOURCES MANAGEMENT

Bayesian rules and stochastic models for high accuracy prediction of solar radiation

(2013) Cyril Voyant et al.   APPLIED ENERGY

Method and advantages of genetic algorithms in parameterization of interatomic potentials: Metal oxides

(2013) José Solomon et al.   COMPUTATIONAL MATERIALS SCIENCE

A comparative study of artificial neural networks, Bayesian neural networks and adaptive neuro-fuzzy inference system in groundwater level prediction

(2013) Saumen Maiti et al.   Environmental Earth Sciences

Estimating groundwater vulnerability to pollution using a modified DRASTIC model in the Kerman agricultural area, Iran

(2013) Aminreza Neshat et al.   Environmental Earth Sciences

Optimization of DRASTIC method by supervised committee machine artificial intelligence to assess groundwater vulnerability for Maragheh–Bonab plain aquifer, Iran

(2013) Elham Fijani et al.   JOURNAL OF HYDROLOGY

A Wavelet-ANFIS Hybrid Model for Groundwater Level Forecasting for Different Prediction Periods

(2013) Vahid Moosavi et al.   WATER RESOURCES MANAGEMENT

Predicting groundwater level changes using GRACE data

(2013) Alexander Y. Sun   WATER RESOURCES RESEARCH

Prediction and simulation of monthly groundwater levels by genetic programming

(2013) E. Fallah-Mehdipour et al.   Journal of Hydro-environment Research

Forecasting Groundwater Level in Shiraz Plain Using Artificial Neural Networks

(2012) Gholam Reza Rakhshandehroo et al.   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

A hybrid strategy of short term wind power prediction

(2012) Huaiwu Peng et al.   RENEWABLE ENERGY

Ground water and climate change

(2012) Richard G. Taylor et al.   Nature Climate Change

Quantitative and qualitative simulation of groundwater by mathematical models in Rafsanjan aquifer using MODFLOW and MT3DMS

(2011) Mohammad Bagher Rahnama et al.   Arabian Journal of Geosciences

Gradient boosting trees for auto insurance loss cost modeling and prediction

(2011) Leo Guelman   EXPERT SYSTEMS WITH APPLICATIONS

Monthly groundwater level prediction using ANN and neuro-fuzzy models: a case study on Kerman plain, Iran

(2011) Amir Jalalkamali et al.   JOURNAL OF HYDROINFORMATICS

Impacts of urbanization on groundwater quality and recharge in a semi-arid alluvial basin

(2011) Mark A. Carlson et al.   JOURNAL OF HYDROLOGY

Using MODFLOW and GIS to Assess Changes in Groundwater Dynamics in Response to Water Saving Measures in Irrigation Districts of the Upper Yellow River Basin

(2011) Xu Xu et al.   WATER RESOURCES MANAGEMENT

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

(2010) Heesung Yoon et al.   JOURNAL OF HYDROLOGY

Artificial Neural Network (ANN) Based Modeling for Karstic Groundwater Level Simulation

(2010) Ioannis C. Trichakis et al.   WATER RESOURCES MANAGEMENT

Ensemble-based classifiers

(2009) Lior Rokach   ARTIFICIAL INTELLIGENCE REVIEW

Groundwater Drought in the Northwestern Districts of Bangladesh

(2009) Shamsuddin Shahid et al.   WATER RESOURCES MANAGEMENT

An ANN-based model for spatiotemporal groundwater level forecasting

(2008) Vahid Nourani et al.   HYDROLOGICAL PROCESSES

Adaptive fuzzy modeling versus artificial neural networks

(2007) Ralf Wieland et al.   ENVIRONMENTAL MODELLING & SOFTWARE