Applications of various data-driven models for the prediction of groundwater quality index in the Akot basin, Maharashtra, India

Artificial intelligence approach to estimating rice yield*

(2021) Maryam Babaee et al.   IRRIGATION AND DRAINAGE

Superiority of Hybrid Soft Computing Models in Daily Suspended Sediment Estimation in Highly Dynamic Rivers

(2021) Tarate Suryakant Bajirao et al.   Sustainability

Machine learning algorithm-based risk assessment of riparian wetlands in Padma River Basin of Northwest Bangladesh

(2021) Abu Reza Md. Towfiqul Islam et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Prediction and evaluation of groundwater characteristics using the radial basic model in Semi-arid region, India

(2021) Balamurugan Panneerselvam et al.   INTERNATIONAL JOURNAL OF ENVIRONMENTAL ANALYTICAL CHEMISTRY

Spatiotemporal trends in reference evapotranspiration and its driving factors in Bangladesh

(2021) Jannatun Nahar Jerin et al.   THEORETICAL AND APPLIED CLIMATOLOGY

An Enhanced Innovative Triangular Trend Analysis of Rainfall Based on a Spectral Approach

(2021) Bilel Zerouali et al.   Water

Groundwater quality assessment using a new integrated-weight water quality index (IWQI) and driver analysis in the Jiaokou Irrigation District, China

(2021) Qiying Zhang et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

Machine learning based marine water quality prediction for coastal hydro-environment management

(2021) Tianan Deng et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Modelling and Prediction of Water Quality by Using Artificial Intelligence

(2021) Mosleh Hmoud Al-Adhaileh et al.   Sustainability

Applications of Gaussian process regression for predicting blue water footprint: Case study in Ad Daqahliyah, Egypt

(2021) Ahmed Elbeltagi et al.   AGRICULTURAL WATER MANAGEMENT

Evaluation of the effect of climate change on maize water footprint under RCPs scenarios in Qazvin plain, Iran

(2021) Mojgan Ahmadi et al.   AGRICULTURAL WATER MANAGEMENT

Prediction of groundwater quality using efficient machine learning technique

(2021) Sudhakar Singha et al.   CHEMOSPHERE

An Assessment of In-situ Water Quality Parameters and its variation with Landsat 8 Level 1 Surface Reflectance datasets

(2021) Arun Pratap Mishra et al.   INTERNATIONAL JOURNAL OF ENVIRONMENTAL ANALYTICAL CHEMISTRY

Potential of hybrid wavelet-coupled data-driven-based algorithms for daily runoff prediction in complex river basins

(2021) Tarate Suryakant Bajirao et al.   THEORETICAL AND APPLIED CLIMATOLOGY

The Superiority of Data-Driven Techniques for Estimation of Daily Pan Evaporation

(2021) Manish Kumar et al.   Atmosphere

Novel Ensemble Forecasting of Streamflow Using Locally Weighted Learning Algorithm

(2021) Rana Muhammad Adnan et al.   Sustainability

Improving prediction of water quality indices using novel hybrid machine-learning algorithms

(2020) Duie Tien Bui et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Crop Water footprint estimation and modeling using an artificial neural network approach in the Nile Delta, Egypt

(2020) Ahmed Elbeltagi et al.   AGRICULTURAL WATER MANAGEMENT

Modeling monthly crop coefficients of maize based on limited meteorological data: A case study in Nile Delta, Egypt

(2020) Ahmed Elbeltagi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Simultaneous comparison of modified-integrated water quality and entropy weighted indices: Implication for safe drinking water in the coastal region of Bangladesh

(2020) Abu Reza Md. Towfiqul Islam et al.   ECOLOGICAL INDICATORS

Forecasting of water level in multiple temperate lakes using machine learning models

(2020) Senlin Zhu et al.   JOURNAL OF HYDROLOGY

Evolutionary computational intelligence algorithm coupled with self-tuning predictive model for water quality index determination

(2020) S.I. Abba et al.   JOURNAL OF HYDROLOGY

A survey on river water quality modelling using artificial intelligence models: 2000–2020

(2020) Tiyasha et al.   JOURNAL OF HYDROLOGY

Drinking appraisal of coastal groundwater in Bangladesh: An approach of multi-hazards towards water security and health safety

(2020) Abu Reza Md Towfiqul Islam et al.   CHEMOSPHERE

Hydrogeochemical evolution of shallow and deeper aquifers in central Bangladesh: arsenic mobilization process and health risk implications from the potable use of groundwater

(2020) Narottam Saha et al.   Environmental Earth Sciences

Flood susceptibility modelling using advanced ensemble machine learning models

(2020) Abu Reza Md Towfiqul Islam et al.   Geoscience Frontiers

Water Quality Prediction Using Artificial Intelligence Algorithms

(2020) Theyazn H. H Aldhyani et al.   Applied Bionics and Biomechanics

Groundwater quality forecasting using machine learning algorithms for irrigation purposes

(2020) Ali El Bilali et al.   AGRICULTURAL WATER MANAGEMENT

Novel Hybrid Integration Approach of Bagging-Based Fisher’s Linear Discriminant Function for Groundwater Potential Analysis

(2019) Wei Chen et al.   Natural Resources Research

A Comparative Assessment of Flood Susceptibility Modeling Using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

(2019) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

Relationships of groundwater quality and associated health risks with land use/land cover patterns: A case study in a loess area, Northwest China

(2019) Song He et al.   HUMAN AND ECOLOGICAL RISK ASSESSMENT

The potential of novel data mining models for global solar radiation prediction

(2019) Ahmad Sharafati et al.   International Journal of Environmental Science and Technology

Spatial interpolation approach-based appraisal of groundwater quality of arid regions

(2019) Kanak Moharir et al.   JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA

River Stage Forecasting Using Multiple Additive Regression Trees

(2019) Jin-Cheng Fu et al.   WATER RESOURCES MANAGEMENT

Efficient Water Quality Prediction Using Supervised Machine Learning

(2019) Umair Ahmed et al.   Water

A novel hybrid method of specific vulnerability to anthropogenic pollution using multivariate statistical and regression analyses

(2019) Gianluigi Busico et al.   WATER RESEARCH

Groundwater evaluation for drinking purposes using statistical index: study of Akola and Buldhana districts of Maharashtra, India

(2019) Chaitanya B. Pande et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

Evaluation of groundwater quality using water quality index and its suitability for assessing water for drinking and irrigation purposes: Case study of Sistan and Baluchistan province (Iran)

(2018) Abbas Abbasnia et al.   HUMAN AND ECOLOGICAL RISK ASSESSMENT

Modelling daily dissolved oxygen concentration using least square support vector machine, multivariate adaptive regression splines and M5 model tree

(2018) Salim Heddam et al.   JOURNAL OF HYDROLOGY

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

(2018) Khabat Khosravi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Geographical information system-based groundwater quality index assessment of northern part of Kolkata, India for drinking purpose

(2018) Suranjana Banerji et al.   Geocarto International

The Integration of Nature-Inspired Algorithms with Least Square Support Vector Regression Models: Application to Modeling River Dissolved Oxygen Concentration

(2018) Zaher Yaseen et al.   Water

Modeling Groundwater Quality Parameters Using Hybrid Neuro-Fuzzy Methods

(2018) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

Multivariate statistical analysis for the assessment of groundwater quality under different hydrogeological regimes

(2017) N. Kazakis et al.   Environmental Earth Sciences

Predicting river water quality index using data mining techniques

(2017) Richa Babbar et al.   Environmental Earth Sciences

Groundwater quality ranking for drinking purposes, using the entropy method and the spatial autocorrelation index

(2017) Alireza Docheshmeh Gorgij et al.   Environmental Earth Sciences

Characterizing groundwater quality ranks for drinking purposes in Sylhet district, Bangladesh, using entropy method, spatial autocorrelation index, and geostatistics

(2017) Abu Reza Md. Towfiqul Islam et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Water temperature modelling: comparison between the generalized additive model, logistic, residuals regression and linear regression models

(2017) Fatima Laanaya et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Assessing groundwater quality and its sustainability in Joypurhat district of Bangladesh using GIS and multivariate statistical approaches

(2017) A. R. M. Towfiqul Islam et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

Support vector machine applications in the field of hydrology: A review

(2014) Sujay Raghavendra. N et al.   APPLIED SOFT COMPUTING

Artificial neural network modeling of the water quality index for Kinta River (Malaysia) using water quality variables as predictors

(2012) Nabeel M. Gazzaz et al.   MARINE POLLUTION BULLETIN

Development of stage–discharge rating curve using model tree and neural networks: An application to Peachtree Creek in Atlanta

(2011) Tapesh K. Ajmera et al.   EXPERT SYSTEMS WITH APPLICATIONS

Assessing water quality using water quality index and multivariate analysis

(2009) Sandow Mark Yidana et al.   Environmental Earth Sciences