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Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model

Stochastic environmental research and risk assessment, 2020-02, Vol.34 (2), p.415-433

2020

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Identification of groundwater pollution sources based on optimal layout of groundwater pollution monitoring network

Stochastic environmental research and risk assessment, 2024-09, Vol.38 (9), p.3429-3444

2024

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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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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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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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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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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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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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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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Assessment and driving factor analysis of total nitrogen loads: a case study of counties from 2000 to 2020 in Henan Province, China

Stochastic environmental research and risk assessment, 2024-09, Vol.38 (9), p.3377-3392

2024

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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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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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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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Using complex systems theory to comprehend the coordinated control effects of PM2.5 and O3 in Yangtze River Delta industrial base in China

Stochastic environmental research and risk assessment, 2024-10, Vol.38 (10), p.4027-4041

2024

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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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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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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 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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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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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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Heavy metal pollution status, children health risk assessment and source apportionment in farmland soils in a typical polluted area, Northwest China

Stochastic environmental research and risk assessment, 2024-06, Vol.38 (6), p.2383-2395

2024

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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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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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Predictive modeling of water quality index (WQI) classes in Indian rivers: Insights from the application of multiple Machine Learning (ML) models on a decennial dataset

Stochastic environmental research and risk assessment, 2024-08, Vol.38 (8), p.3221-3238

2024

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A literature-based study on the water–energy–food nexus for sustainable development

Stochastic environmental research and risk assessment, 2021-01, Vol.35 (1), p.95-116

2021

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Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model

Identification of groundwater pollution sources based on optimal layout of groundwater pollution monitoring network

A random forest model for inflow prediction at wastewater treatment plants

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

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

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

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

COVID-19 and water

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

Assessment and driving factor analysis of total nitrogen loads: a case study of counties from 2000 to 2020 in Henan Province, China

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

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

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

Using complex systems theory to comprehend the coordinated control effects of PM2.5 and O3 in Yangtze River Delta industrial base in China

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

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

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

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

Monthly runoff forecasting based on LSTM–ALO model

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

Heavy metal pollution status, children health risk assessment and source apportionment in farmland soils in a typical polluted area, Northwest China

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

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

Predictive modeling of water quality index (WQI) classes in Indian rivers: Insights from the application of multiple Machine Learning (ML) models on a decennial dataset

A literature-based study on the water–energy–food nexus for sustainable development

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