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A random forest model for inflow prediction at wastewater treatment plants

Stochastic environmental research and risk assessment, 2019-10, Vol.33 (10), p.1781-1792

2019

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Risk assessment and ranking of heavy metals concentration in Iran’s Rayen groundwater basin using linear assignment method

Stochastic environmental research and risk assessment, 2018-05, Vol.32 (5), p.1317-1336

2018

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Identification of anthropogenic contribution to wetland degradation: Insights from the environmetric techniques

Stochastic environmental research and risk assessment, 2022-05, Vol.36 (5), p.1397-1411

2022

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COVID-19 and water

Stochastic environmental research and risk assessment, 2021-03, Vol.35 (3), p.531-534

Sivakumar, Bellie

2021

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Optimization of agricultural water–food–energy nexus in a random environment: an integrated modelling approach

Stochastic environmental research and risk assessment, 2021-01, Vol.35 (1), p.3-19

2021

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A probabilistic-deterministic analysis of human health risk related to the exposure to potentially toxic elements in groundwater of Urmia coastal aquifer (NW of Iran) with a special focus on arsenic speciation and temporal variation

Stochastic environmental research and risk assessment, 2021-07, Vol.35 (7), p.1509-1528

2021

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Application of an enhanced BP neural network model with water cycle algorithm on landslide prediction

Stochastic environmental research and risk assessment, 2021-06, Vol.35 (6), p.1273-1291

2021

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Non-carcinogenic health risk assessment and predicting of pollution indexing of groundwater around Osisioma, Nigeria, using artificial neural networks and multi-linear modeling principles

Stochastic environmental research and risk assessment, 2023-07, Vol.37 (7), p.2413-2443

2023

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A method for predicting water quality of river basin based on OVMD-GAT-GRU

Stochastic environmental research and risk assessment, 2024, Vol.38 (1), p.339-356

2024

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Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms

Stochastic environmental research and risk assessment, 2020-12, Vol.34 (12), p.2277-2300

2020

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A machine learning forecasting model for COVID-19 pandemic in India

Stochastic environmental research and risk assessment, 2020, Vol.34 (7), p.959-972

2020

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Exposure and health: A progress update by evaluation and scientometric analysis

Stochastic environmental research and risk assessment, 2023-02, Vol.37 (2), p.453-465

2023

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Stream water quality prediction using boosted regression tree and random forest models

Stochastic environmental research and risk assessment, 2022-09, Vol.36 (9), p.2661-2680

2022

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Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction

Stochastic environmental research and risk assessment, 2020-11, Vol.34 (11), p.1755-1773

2020

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Monthly runoff forecasting based on LSTM–ALO model

Stochastic environmental research and risk assessment, 2018-08, Vol.32 (8), p.2199-2212

2018

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How does land use configuration influence on sediment heavy metal pollution? Comparison between riparian zone and sub-watersheds

Stochastic environmental research and risk assessment, 2022-03, Vol.36 (3), p.719-734

2022

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Did unprecedented air pollution levels cause spike in Delhi’s COVID cases during second wave?

Stochastic environmental research and risk assessment, 2023-02, Vol.37 (2), p.795-810

2023

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Comparison of machine learning models for predicting fluoride contamination in groundwater

Stochastic environmental research and risk assessment, 2017-12, Vol.31 (10), p.2705-2718

2017

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Multi-watershed nonpoint source pollution management through coupling Bayesian-based simulation and mechanism-based effluent trading optimization

Stochastic environmental research and risk assessment, 2022-05, Vol.36 (5), p.1313-1351

2022

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Heavy metal contamination of surface water and bed-sediment quality for ecological risk assessment of Gomti River, India

Stochastic environmental research and risk assessment, 2023-08, Vol.37 (8), p.3243-3260

2023

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Ambient PM2.5 and O3 pollution and health impacts in Iranian megacity

Stochastic environmental research and risk assessment, 2023-01, Vol.37 (1), p.175-184

2023

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Non-point source evaluation of groundwater nitrate contamination from agriculture under geologic uncertainty

Stochastic environmental research and risk assessment, 2019-06, Vol.33 (4-6), p.939-956

2019

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Study of hydrogeochemical factors affecting groundwater quality used for land reclamation: application of multivariate statistical analysis

Stochastic environmental research and risk assessment, 2023-12, Vol.37 (12), p.4719-4735

2023

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Air pollution in five Indian megacities during the Christmas and New Year celebration amidst COVID-19 pandemic

Stochastic environmental research and risk assessment, 2022-11, Vol.36 (11), p.3653-3683

2022

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Comparison of gradient boosted decision trees and random forest for groundwater potential mapping in Dholpur (Rajasthan), India

Stochastic environmental research and risk assessment, 2021-02, Vol.35 (2), p.287-306

2021

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A random forest model for inflow prediction at wastewater treatment plants

Risk assessment and ranking of heavy metals concentration in Iran’s Rayen groundwater basin using linear assignment method

Identification of anthropogenic contribution to wetland degradation: Insights from the environmetric techniques

COVID-19 and water

Optimization of agricultural water–food–energy nexus in a random environment: an integrated modelling approach

A probabilistic-deterministic analysis of human health risk related to the exposure to potentially toxic elements in groundwater of Urmia coastal aquifer (NW of Iran) with a special focus on arsenic speciation and temporal variation

Application of an enhanced BP neural network model with water cycle algorithm on landslide prediction

Non-carcinogenic health risk assessment and predicting of pollution indexing of groundwater around Osisioma, Nigeria, using artificial neural networks and multi-linear modeling principles

A method for predicting water quality of river basin based on OVMD-GAT-GRU

Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms

A machine learning forecasting model for COVID-19 pandemic in India

Exposure and health: A progress update by evaluation and scientometric analysis

Stream water quality prediction using boosted regression tree and random forest models

Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction

Monthly runoff forecasting based on LSTM–ALO model

How does land use configuration influence on sediment heavy metal pollution? Comparison between riparian zone and sub-watersheds

Did unprecedented air pollution levels cause spike in Delhi’s COVID cases during second wave?

Comparison of machine learning models for predicting fluoride contamination in groundwater

Multi-watershed nonpoint source pollution management through coupling Bayesian-based simulation and mechanism-based effluent trading optimization

Heavy metal contamination of surface water and bed-sediment quality for ecological risk assessment of Gomti River, India

Ambient PM2.5 and O3 pollution and health impacts in Iranian megacity

Non-point source evaluation of groundwater nitrate contamination from agriculture under geologic uncertainty

Study of hydrogeochemical factors affecting groundwater quality used for land reclamation: application of multivariate statistical analysis

Air pollution in five Indian megacities during the Christmas and New Year celebration amidst COVID-19 pandemic

Comparison of gradient boosted decision trees and random forest for groundwater potential mapping in Dholpur (Rajasthan), India

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