Predictive modeling of selected trace elements in groundwater using hybrid algorithms of iterative classifier optimizer

Groundwater mixing in a heterogeneous multilayer aquifer driven by geogenic CO2 fluxes: Evidence from chemical and isotopic composition of Ferrarelle waters (Riardo Plain, southern Italy)

(2020) Emilio Cuoco et al.   APPLIED GEOCHEMISTRY

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

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

Machine learning techniques for monthly river flow forecasting of Hunza River, Pakistan

(2020) Dostdar Hussain et al.   Earth Science Informatics

Enhancing nitrate and strontium concentration prediction in groundwater by using new data mining algorithm

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

Potentially toxic metals and the risk to children’s health in a coal mining city: An investigation of soil and dust levels, bioaccessibility and blood lead levels

(2020) Ana He et al.   ENVIRONMENT INTERNATIONAL

Environmental, ecological and health risks of trace metals in sediments of a large reservoir on the Euphrates River (Turkey)

(2020) Memet Varol   ENVIRONMENTAL RESEARCH

Comparative study of posteriori decision-making methods when designing building integrated energy systems with multi-objectives

(2019) Rui Jing et al.   ENERGY AND BUILDINGS

Water Quality Prediction Model Based Support Vector Machine Model for Ungauged River Catchment under Dual Scenarios

(2019) Abobakr Saeed Abobakr Yahya et al.   Water

Modelling Actual and Future Seawater Intrusion in the Variconi Coastal Wetland (Italy) Due to Climate and Landscape Changes

(2019) Mastrocicco et al.   Water

A Generalized Additive Model approach to evaluating water quality: Chesapeake Bay case study

(2019) Rebecca R. Murphy et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Enhancing streamflow forecasting using the augmenting ensemble procedure coupled machine learning models: case study of Aswan High Dam

(2019) Mohammad Rezaie-Balf et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

How Rapid Urbanization Drives Deteriorating Groundwater Quality in a Provincial Capital of China

(2019) Qianqian Zhang et al.   POLISH JOURNAL OF ENVIRONMENTAL STUDIES

Using bootstrap ELM and LSSVM models to estimate river ice thickness in the Mackenzie River Basin in the Northwest Territories, Canada

(2019) Rahim Barzegar et al.   JOURNAL OF HYDROLOGY

Meteorological data mining and hybrid data-intelligence models for reference evaporation simulation: A case study in Iraq

(2019) Khabat Khosravi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Earth fissure hazard prediction using machine learning models

(2019) Bahram Choubin et al.   ENVIRONMENTAL RESEARCH

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

(2019) Gianluigi Busico et al.   WATER RESEARCH

Groundwater salinization and associated co-contamination risk increase severe drinking water vulnerabilities in the southwestern coast of Bangladesh

(2019) M.A. Rakib et al.   CHEMOSPHERE

An integrated framework of Extreme Learning Machines for predicting scour at pile groups in clear water condition

(2018) Isa Ebtehaj et al.   COASTAL ENGINEERING

Multivariate statistical analysis to characterize/discriminate between anthropogenic and geogenic trace elements occurrence in the Campania Plain, Southern Italy

(2018) Gianluigi Busico et al.   ENVIRONMENTAL POLLUTION

Assessment of regional threats to human water security adopting the global framework: A case study in South Korea

(2018) Yeonjoo Kim et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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(2018) Adem Yavuz Sonmez et al.   Turkish Journal of Fisheries and Aquatic Sciences

A Comparison of Support Vector Machines and Bayesian Algorithms for Landslide Susceptibility Modeling

(2018) Binh Thai Pham et al.   Geocarto International

Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees

(2018) Muhammad Waseem Ahmad et al.   JOURNAL OF CLEANER PRODUCTION

Quantifying hourly suspended sediment load using data mining models: Case study of a glacierized Andean catchment in Chile

(2018) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model

(2017) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

A modified SINTACS method for groundwater vulnerability and pollution risk assessment in highly anthropized regions based on NO 3 − and SO 4 2 − concentrations

(2017) Gianluigi Busico et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Multi-step water quality forecasting using a boosting ensemble multi-wavelet extreme learning machine model

(2017) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Soft Computing Techniques for Rainfall-Runoff Simulation: Local Non–Parametric Paradigm vs. Model Classification Methods

(2017) Mohammad Rezaie-Balf et al.   WATER RESOURCES MANAGEMENT

Streamflow and Sediment Yield Prediction for Watershed Prioritization in the Upper Blue Nile River Basin, Ethiopia

(2017) Gebiaw Ayele et al.   Water

The origin of a zoned ignimbrite: Insights into the Campanian Ignimbrite magma chamber (Campi Flegrei, Italy)

(2016) Francesca Forni et al.   EARTH AND PLANETARY SCIENCE LETTERS

Comparison of Data Mining Techniques for Predicting Compressive Strength of Environmentally Friendly Concrete

(2016) Behzad Abounia Omran et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A fuzzy-logic based decision-making approach for identification of groundwater quality based on groundwater quality indices

(2016) M. Vadiati et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS

(2016) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

Application of artificial intelligence (AI) techniques in water quality index prediction: a case study in tropical region, Malaysia

(2016) Mohammed Hameed et al.   NEURAL COMPUTING & APPLICATIONS

Trace Elements Contamination and Human Health Risk Assessment in Drinking Water from the Agricultural and Pastoral Areas of Bay County, Xinjiang, China

(2016) Muyessar Turdi et al.   International Journal of Environmental Research and Public Health

Machine learning in geosciences and remote sensing

(2016) David J. Lary et al.   Geoscience Frontiers

Inorganic contaminants from diffuse pollution in shallow groundwater of the Campanian Plain (Southern Italy). Implications for geochemical survey

(2015) E. Cuoco et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Heavy metal contamination and human health risk assessment in drinking water from shallow groundwater wells in an agricultural area in Ubon Ratchathani province, Thailand

(2013) Pokkate Wongsasuluk et al.   ENVIRONMENTAL GEOCHEMISTRY AND HEALTH

Origin and assessment of groundwater pollution and associated health risk: a case study in an industrial park, northwest China

(2013) Peiyue Li et al.   ENVIRONMENTAL GEOCHEMISTRY AND HEALTH

Climate-Change-Driven Deterioration of Water Quality in a Mineralized Watershed

(2012) Andrew S. Todd et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Evaluation of bagging ensemble method with time-domain feature extraction for diagnosing of arrhythmia beats

(2012) Ahmet Mert et al.   NEURAL COMPUTING & APPLICATIONS

Late Quaternary incision and deposition in an active volcanic setting: The Volturno valley fill, southern Italy

(2012) Alessandro Amorosi et al.   SEDIMENTARY GEOLOGY

Logistic regression analysis to estimate contaminant sources in water distribution systems

(2011) Li Liu et al.   JOURNAL OF HYDROINFORMATICS

Estimation of ice thickness on lakes using artificial neural network ensembles

(2010) I. Zaier et al.   JOURNAL OF HYDROLOGY

Hydrogeochemistry of Roccamonfina volcano (Southern Italy)

(2009) Emilio Cuoco et al.   Environmental Earth Sciences

Shoshonite and sub-alkaline magmas from an ultrapotassic volcano: Sr–Nd–Pb isotope data on the Roccamonfina volcanic rocks, Roman Magmatic Province, Southern Italy

(2008) Sandro Conticelli et al.   CONTRIBUTIONS TO MINERALOGY AND PETROLOGY

Arsenic and other trace elements contamination in groundwater and a risk assessment study for the residents in the Kandal Province of Cambodia

(2008) Thi Thu Giang Luu et al.   ENVIRONMENT INTERNATIONAL

Temporal evolution of the Roccamonfina volcanic complex (Pleistocene), Central Italy

(2008) V. Rouchon et al.   JOURNAL OF VOLCANOLOGY AND GEOTHERMAL RESEARCH