Application of novel framework approach for prediction of nitrate concentration susceptibility in coastal multi-aquifers, Bangladesh

Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia

(2021) Javed Mallick et al.   Geocarto International

Flood Susceptibility Assessment Using Novel Ensemble of Hyperpipes and Support Vector Regression Algorithms

(2021) Asish Saha et al.   Water

Torrential rainfall-induced landslide susceptibility assessment using machine learning and statistical methods of eastern Himalaya

(2021) Indrajit Chowdhuri et al.   Natural Hazards

Groundwater salinization and freshening processes in coastal aquifers from Southwest Bangladesh

(2021) Md. Mizanur Rahman Sarker et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Sustainable groundwater quality in southeast coastal Bangladesh: co-dispersions, sources, and probabilistic health risk assessment

(2021) Abu Reza Md. Towfiqul Islam et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

Salinity-induced fluorescent dissolved organic matter influence co-contamination, quality and risk to human health of tube well water, southeast coastal Bangladesh

(2021) Mohammad Mahbub Kabir et al.   CHEMOSPHERE

Modeling fragmentation probability of land-use and land-cover using the bagging, random forest and random subspace in the Teesta River Basin, Bangladesh

(2021) Swapan Talukdar et al.   ECOLOGICAL INDICATORS

Critical review of measures and decision support tools for groundwater nitrate management: A surface-to-groundwater profile perspective

(2021) Jia Xin et al.   JOURNAL OF HYDROLOGY

Governance and groundwater modelling: Hints to boost the implementation of the EU Nitrate Directive. The Lombardy Plain case, N Italy

(2021) Arianna Musacchio et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

(2021) Khabat Khosravi et al.   JOURNAL OF CONTAMINANT HYDROLOGY

Nitrate contamination of water in dug wells and associated health risks of rural communities in southwest Bangladesh

(2020) Md. Ali Akber et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Nation-wide estimation of groundwater redox conditions and nitrate concentrations through machine learning

(2020) Lukas Knoll et al.   Environmental Research Letters

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

Soft Computing Ensemble Models Based on Logistic Regression for Groundwater Potential Mapping

(2020) Phong Tung Nguyen et al.   Applied Sciences-Basel

Is organic agriculture in line with the EU-Nitrate directive? On-farm nitrate leaching from organic and conventional arable crop rotations

(2020) Lars Biernat et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Co-distribution, possible origins, status and potential health risk of trace elements in surface water sources from six major river basins, Bangladesh

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

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

A comparative study on hydrochemical evolution and quality of groundwater in coastal areas of Thailand and Bangladesh

(2020) Gui-Yao Xiong et al.   JOURNAL OF ASIAN EARTH SCIENCES

A novel ensemble computational intelligence approach for the spatial prediction of land subsidence susceptibility

(2020) Alireza Arabameri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Controls on species distribution and biogeochemical cycling in nitrate-contaminated groundwater and surface water, southeastern Australia

(2020) S. Michael Adelana et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatiotemporal distribution of fluoride in drinking water and associated probabilistic human health risk appraisal in the coastal region, Bangladesh

(2020) Md. Mostafizur Rahman et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Ensemble approach to develop landslide susceptibility map in landslide dominated Sikkim Himalayan region, India

(2020) Indrajit Chowdhuri et al.   Environmental Earth Sciences

Estimation of nitrate pollution sources and transformations in groundwater of an intensive livestock-agricultural area (Comarca Lagunera), combining major ions, stable isotopes and MixSIAR model

(2020) Juan Antonio Torres-Martínez et al.   ENVIRONMENTAL POLLUTION

How air quality and COVID-19 transmission change under different lockdown scenarios? A case from Dhaka city, Bangladesh

(2020) Md. Siddiqur Rahman et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Comparative Analysis of Artificial Intelligence Models for Accurate Estimation of Groundwater Nitrate Concentration

(2020) Shahab S. Band et al.   SENSORS

Groundwater chemistry, distribution and potential health risk appraisal of nitrate enriched groundwater: A case study from the semi-urban region of South India

(2020) Narsimha Adimalla et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

A high-resolution nitrate vulnerability assessment of sandy aquifers (DRASTIC-N)

(2020) Denitza D. Voutchkova et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Human health risks associated with multipath exposure of groundwater nitrate and environmental friendly actions for quality improvement and sustainable management: A case study from Texvalley (Tiruppur region) of India

(2020) D. Karunanidhi et al.   CHEMOSPHERE

An ensemble neural network model for real-time prediction of urban floods

(2019) Simon Berkhahn et al.   JOURNAL OF HYDROLOGY

Groundwater nitrate contamination in an area using urban wastewaters for agricultural irrigation under arid climate condition, southeast of Tehran, Iran

(2019) Zohre Nejatijahromi et al.   AGRICULTURAL WATER MANAGEMENT

Determination of compound channel apparent shear stress: application of novel data mining models

(2019) Zohreh Sheikh Khozani et al.   JOURNAL OF HYDROINFORMATICS

Large scale prediction of groundwater nitrate concentrations from spatial data using machine learning

(2019) Lukas Knoll et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A survey on ensemble learning

(2019) Xibin Dong et al.   Frontiers of Computer Science

Are precipitation concentration and intensity changing in Bangladesh overtimes? Analysis of the possible causes of changes in precipitation systems

(2019) Md. Siddiqur Rahman et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility mapping by ensemble evidential belief function and binomial logistic regression model on river basin of eastern India

(2019) Indrajit Chowdhuri et al.   ADVANCES IN SPACE RESEARCH

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

Improvement of Bagging performance for classification of imbalanced datasets using evolutionary multi-objective optimization

(2019) Seyed Ehsan Roshan et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

(2018) Haoyuan Hong et al.   CATENA

Hydrochemistry in coastal aquifer of southwest Bangladesh: origin of salinity

(2018) Md. Mizanur Rahman Sarker et al.   Environmental Earth Sciences

Precipitation forecasting using classification and regression trees (CART) model: a comparative study of different approaches

(2018) Bahram Choubin et al.   Environmental Earth Sciences

A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination

(2018) Farzaneh Sajedi-Hosseini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Feature selection approaches for predictive modelling of groundwater nitrate pollution: An evaluation of filters, embedded and wrapper methods

(2018) V.F. Rodriguez-Galiano 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

Spatial modelling of gully erosion using evidential belief function, logistic regression, and a new ensemble of evidential belief function-logistic regression algorithm

(2018) Alireza Arabameri et al.   LAND DEGRADATION & DEVELOPMENT

A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping

(2018) Omid Ghorbanzadeh et al.   NATURAL HAZARDS

Application of random forest regression and comparison of its performance to multiple linear regression in modeling groundwater nitrate concentration at the African continent scale

(2018) Issoufou Ouedraogo et al.   HYDROGEOLOGY JOURNAL

Decadal Delays in Groundwater Recovery from Nitrate Contamination Caused by Low O 2 Reduction Rates

(2018) Lisa M. Wild et al.   WATER RESOURCES RESEARCH

Letter-Value Plots: Boxplots for Large Data

(2017) Heike Hofmann et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Multiple predicting K-fold cross-validation for model selection

(2017) Yoonsuh Jung   JOURNAL OF NONPARAMETRIC STATISTICS

Assessment of arsenic health risk and source apportionment of groundwater pollutants using multivariate statistical techniques in Chapai-Nawabganj district, Bangladesh

(2017) A. R. M. Towfiqul Islam et al.   JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA

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

A hybrid machine learning model to predict and visualize nitrate concentration throughout the Central Valley aquifer, California, USA

(2017) Katherine M. Ransom et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessment of groundwater quality of Lakshimpur district of Bangladesh using water quality indices, geostatistical methods, and multivariate analysis

(2016) Mohammad Amir Hossain Bhuiyan et al.   Environmental Earth Sciences

Nitrate pollution of groundwater; all right…, but nothing else?

(2016) Anna Menció et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Groundwater vulnerability and pollution risk assessment with disparate models in karstic, porous, and fissured rock aquifers using remote sensing techniques and GIS in Anthemountas basin, Greece

(2015) Nerantzis Kazakis et al.   Environmental Earth Sciences

A statistical learning framework for groundwater nitrate models of the Central Valley, California, USA

(2015) Bernard T. Nolan et al.   JOURNAL OF HYDROLOGY

Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines

(2015) Riccardo Taormina et al.   JOURNAL OF HYDROLOGY

Groundwater nitrate contamination: Factors and indicators

(2012) Katharina Wick et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Suspended sediment load prediction of river systems: An artificial neural network approach

(2011) A.M. Melesse et al.   AGRICULTURAL WATER MANAGEMENT

Contextual land-cover classification: incorporating spatial dependence in land-cover classification models using random forests and the Getis statistic

(2011) B. Ghimire et al.   Remote Sensing Letters

Hydrochemical characteristics and quality assessment of shallow groundwater in a coastal area of Southwest Bangladesh

(2010) Md. Mezbaul Bahar et al.   Environmental Earth Sciences

Large tank experiment on nitrate fate and transport: the role of permeability distribution

(2010) M. Mastrocicco et al.   Environmental Earth Sciences

Effects of arsenic on nitrate metabolism in arsenic hyperaccumulating and non-hyperaccumulating ferns

(2009) Nandita Singh et al.   ENVIRONMENTAL POLLUTION

An exploration of nitrate concentrations in groundwater aquifers of central-west region of Bangladesh

(2008) Ratan K. Majumder et al.   JOURNAL OF HAZARDOUS MATERIALS

Elevated nitrate levels in the groundwater of the Gaza Strip: Distribution and sources

(2008) Basem Shomar et al.   SCIENCE OF THE TOTAL ENVIRONMENT