Research graph
References from Intelligent Monitoring and Online Early Warning Systems for Groundwater Contamination in Chemical Industrial Park: Challenges and Perspectives. Local targets link to admitted publications; unresolved targets remain external evidence.
Industrial park management in the Chinese environment
10.1016/j.jclepro.2009.03.009 · 2009 · External reference
Which Pollutants Should Be Prioritized for Control in Multipollutant Complex Contaminated Groundwater of Chemical Industrial Parks?
10.1021/acs.est.4c14182 · 2025 · External reference
Special economic zones in the United States: From colonial charters, to foreign-trade zones, toward USSEZs
2016 · External reference
Pollution characteristics and source apportionment of heavy metal (loid) s in soil and groundwater of a retired industrial park
10.1016/j.jes.2023.07.015 · 2024 · External reference
Unresolved reference
External reference
Detailed investigation, assessment, and risk control of groundwater environment in chemical industrial parks: Technical methods and application research
2024 · External reference
Effect of anthropogenic activities on the occurrence of polycyclic aromatic hydrocarbons in aquatic suspended particulate matter: Evidence from Rhine and Elbe Rivers
10.1016/j.watres.2020.115901 · 2020 · External reference
Superfund: Is it safe to go home?
10.1038/jes.2009.69 · 2010 · External reference
Quantitative tracing the sources and human risk assessment of complex soil pollution in an industrial park
10.1016/j.envres.2024.119185 · 2024 · External reference
Source-pathway-sink analysis and health risk zoning of heavy metal groundwater pollution in karst chemical park
10.1016/j.envpol.2025.126716 · 2025 · External reference
The heterogeneous effects of Chinese industrial parks on environmental pollution
10.1016/j.scitotenv.2023.165279 · 2023 · External reference
Advances in environmental pollutant detection techniques: Enhancing public health monitoring and risk assessment
10.1016/j.envint.2025.109365 · 2025 · External reference
10.3390/w15183293
10.3390/w15183293 · External reference
Early warning systems: A review
2010 · External reference
Early warning system for determining the ecological health status of major railroad projects
10.1016/j.ecolind.2024.112318 · 2024 · External reference
10.3389/frwa.2024.1380133
10.3389/frwa.2024.1380133 · External reference
Design, construction, and validation of an in-situ groundwater trace element analyzer with applications in carbon storage
10.1038/s41598-023-32788-x · 2023 · External reference
Advancing groundwater quality predictions: Machine learning challenges and solutions
10.1016/j.scitotenv.2024.174973 · 2024 · External reference
Determination of groundwater threshold values: A methodological approach
10.1016/j.jclepro.2020.120001 · 2020 · External reference
Estimating Background Threshold Values for Risk Assessment
10.21663/eeg-d-24-00009 · 2024 · External reference
Groundwater nitrate pollution risk assessment based on the potential impact of land use, nitrogen balance, and vulnerability
10.1007/s11356-023-30850-9 · 2023 · External reference
Investigation of risk-aware dynamic accident monitoring and early warning technologies for chemical production processes
10.1038/s41598-025-93880-y · 2025 · External reference
Research Advances in Dynamic Multi-pollutant Risk Assessment Models for Groundwater in Chemical Industrial Parks
2025 · External reference
10.3390/pr14030568
10.3390/pr14030568 · External reference
10.3390/su152014903
10.3390/su152014903 · External reference
Comprehensive characterization of volatile organic compounds in Chinese chemical industry park soils: Spatial variation, source identification, and health risk assessment
10.1016/j.jes.2024.06.035 · 2025 · External reference
Ecological risk assessment of shallow groundwater pollution in industrial parks: A combined approach of chemical analysis and zebrafish embryo toxicity evaluation
10.1016/j.ecoenv.2025.118258 · 2025 · External reference
Occurrence, spatial distribution, and risk assessment of per- and polyfluoroalkyl substances in soil and groundwater of a petrochemical industrial park in China
10.1016/j.envpol.2025.127064 · 2025 · External reference
Adaptive Groundwater Management: Tiered Environmental Health Risk Assessment and Zonation at Complex Contaminated Sites
10.1021/acs.est.5c14888 · 2026 · External reference
Contaminant Hydrogeology, 2nd Edition
10.1029/99eo00097 · 1999 · External reference
Unresolved reference
External reference
Strategic Delineation at Per- and Polyfluoroalkyl Substance (PFAS)–Contaminated Sites: A Framework Combining Source Identification, Background Assessment, and Plume Migration Insights for Remedial Investigations
10.1002/rem.70040 · 2025 · External reference
Removal of chromium from electroplating industry effluents by ion exchange resins
10.1016/j.jhazmat.2007.01.087 · 2007 · External reference
10.1002/9781119709732.ch4
10.1002/9781119709732.ch4 · External reference
10.3390/w16233435
10.3390/w16233435 · External reference
10.1007/s11783-023-1742-9
10.1007/s11783-023-1742-9 · External reference
10.1007/978-1-4419-1401-9
10.1007/978-1-4419-1401-9 · External reference
Characteristics and health risks of benzene series and halocarbons near a typical chemical industrial park
10.1016/j.envpol.2021.117893 · 2021 · External reference
10.3389/fmicb.2020.562813
10.3389/fmicb.2020.562813 · External reference
Environmental contamination with polycyclic aromatic hydrocarbons and contribution from biomonitoring studies to the surveillance of global health
10.1007/s11356-024-34727-3 · 2024 · External reference
Field study of microbial community structure and dechlorination activity in a multi-solvents co-contaminated site undergoing natural attenuation
10.1016/j.jhazmat.2021.127010 · 2022 · External reference
Natural attenuation of BTEX and chlorobenzenes in a formerly contaminated pesticide site in China: Examining kinetics, mechanisms, and isotopes analysis
10.1016/j.scitotenv.2024.170506 · 2024 · External reference
10.3390/su16156494
10.3390/su16156494 · External reference
Mechanism of cooperative migration and transformation of nitrobenzene and iron co-contaminated water and soil
10.1016/j.envpol.2025.125854 · 2025 · External reference
Phthalate esters: Occurrence, toxicity, bioremediation, and advanced oxidation processes
10.2166/wst.2023.119 · 2023 · External reference
Emerging groundwater contaminants: A comprehensive review on their health hazards and remediation technologies
10.1016/j.gsd.2022.100868 · 2023 · External reference
Effect of soil-groundwater system on migration and transformation of organochlorine pesticides: A review
10.1016/j.ecoenv.2024.117564 · 2025 · External reference
Short-chain PFAS predominate in large-scale lithium battery industrial parks, Eastern China: Source apportionment and downstream impact implications
10.1016/j.jhazmat.2025.139964 · 2025 · External reference
Global distributions, source-type dependencies, and concentration ranges of per- and polyfluoroalkyl substances in groundwater
10.1016/j.scitotenv.2022.156602 · 2022 · External reference
The occurrence and sources of polychlorinated biphenyls (PCBs) in agricultural soils across China with an emphasis on unintentionally produced PCBs
10.1016/j.envpol.2020.116171 · 2021 · External reference
Major contaminants of emerging concern in soils: A perspective on potential health risks
10.1039/d1ra09072k · 2022 · External reference
Environmental and Food Contamination by Phthalic Acid Esters (PAEs): Overview
10.1007/s11270-024-07121-5 · 2024 · External reference
Groundwater contamination pathways of phthalates and bisphenol A: Origin, characteristics, transport, and fate—A review
10.1016/j.envint.2022.107550 · 2022 · External reference
Breaking the Technical Barrier for High Spatial Resolution Monitoring: A Novel Approach to Multi-Level Groundwater Monitoring System Development
10.1021/acsestwater.4c01227 · 2025 · External reference
Development of a Heavy Metal Sensing Boat for Automatic Analysis in Natural Waters Utilizing Anodic Stripping Voltammetry
10.1021/acsestwater.1c00192 · 2021 · External reference
10.3390/s25247515
10.3390/s25247515 · External reference
10.3390/s21020389
10.3390/s21020389 · External reference
Integrating liquid chromatography-electrochemical detection-surface Enhanced Raman Spectroscopy on microfluidic chip for phenylurea herbicides analysis
10.1016/j.snb.2024.135436 · 2024 · External reference
Comparison of the quantification performance of thermal desorption GC-IMS and GC-MS in VOC analysis
10.1007/s00216-025-05933-w · 2025 · External reference
Development of a large volume injection technique for a portable gas chromatograph with a ball surface acoustic wave sensor
10.1063/5.0302681 · 2026 · External reference
Miniaturized water quality monitoring pH and conductivity sensors
10.1016/j.snb.2013.12.002 · 2014 · External reference
10.3390/s25061918
10.3390/s25061918 · External reference
10.3390/rs14040922
10.3390/rs14040922 · External reference
Portable gas chromatography–mass spectrometry method for the in-field screening of organic pollutants in soil and water at pollution incidents
10.1007/s11356-023-28648-w · 2023 · External reference
A Field-Portable Membrane Introduction Mass Spectrometer for Real-time Quantitation and Spatial Mapping of Atmospheric and Aqueous Contaminants
10.1007/s13361-014-1028-3 · 2015 · External reference
Application of homemade portable gas chromatography coupled to photoionization detector for the detection of volatile organic compounds in an industrial park
10.1016/j.chroma.2023.464089 · 2023 · External reference
Development of a portable gas chromatograph–mass spectrometer embedded with a low-temperature adsorption thermal desorption module for enhanced detection of volatile organic compounds
10.1039/d4an01484g · 2025 · External reference
Membrane-introduction mass spectrometry (MIMS)
10.1016/j.trac.2011.05.003 · 2011 · External reference
Machine Learning-Assisted Surface-Enhanced Raman Spectroscopy Detection for Environmental Applications: A Review
10.1021/acs.est.4c06737 · 2024 · External reference
Portable surface-enhanced Raman scattering platform for rapid identification of nanoplastics at single-particle level
10.1016/j.jhazmat.2025.139896 · 2025 · External reference
Portable electrochemical sensors for per- and polyfluoroalkyl substances: Design, challenges, and opportunities for field deployment
10.1016/j.coelec.2025.101725 · 2025 · External reference
Carbon nanomaterial based electrochemical system with machine learning and IoT for real time heavy metal detection
10.1016/j.microc.2026.117939 · 2026 · External reference
10.3390/molecules31010005
10.3390/molecules31010005 · External reference
Electrochemical determination of heavy metal ions applying screen-printed electrodes based sensors. A review on water and environmental samples analysis
10.1016/j.talo.2023.100203 · 2023 · External reference
In situ real-time monitoring of ammonium, potassium, chloride and nitrate in small and medium-sized rivers using ion-selective-electrodes—A case study of feasibility
10.1039/d5va00021a · 2025 · External reference
10.3390/s23135839
10.3390/s23135839 · External reference
High-resolution monitoring of groundwater quality in unconsolidated aquifers using UV-Vis spectrometry
10.1007/s00767-022-00540-3 · 2023 · External reference
Raman spectroscopic and microscopic monitoring of on-site and in-situ remediation dynamics in petroleum contaminated soil and groundwater
10.1016/j.watres.2023.119777 · 2023 · External reference
Advancing green chemistry in environmental monitoring: The role of electropolymerized molecularly imprinted polymer-based electrochemical sensors
10.1039/d4gc03250k · 2024 · External reference
10.3390/s21124131
10.3390/s21124131 · External reference
10.3390/chemosensors13080285
10.3390/chemosensors13080285 · External reference
Nanomaterials for the removal and detection of heavy metals: A review
10.1039/d4en01041h · 2025 · External reference
10.3389/fbioe.2024.1355768
10.3389/fbioe.2024.1355768 · External reference
10.3390/s24134350
10.3390/s24134350 · External reference
Unresolved reference
External reference
Next-generation biosensing for in situ monitoring
10.1038/s44460-025-00016-w · 2026 · External reference
10.3390/bioengineering9120762
10.3390/bioengineering9120762 · External reference
Automation of on-site microbial water quality monitoring from source to tap: Challenges and perspectives
10.1016/j.watres.2025.123121 · 2025 · External reference
Transient interference-based spectroscopy for a molecular-bond-sensitive probe of lithium ion batteries
10.1039/d5ee07740k · 2026 · External reference
10.1002/lpor.71451
10.1002/lpor.71451 · External reference
LoRaWAN-based smart water management IoT applications: A review
2025 · External reference
Advances in machine learning and IoT for water quality monitoring: A comprehensive review
10.1016/j.heliyon.2024.e27920 · 2024 · External reference
A review of machine learning and internet-of-things on the water quality assessment: Methods, applications and future trends
10.1016/j.rineng.2025.105182 · 2025 · External reference
Heavy metals prediction system in groundwater using online sensor and machine learning for water management: The case of typical industrial park
10.1016/j.envpol.2025.126270 · 2025 · External reference
A novel transversal processing model to build environmental big data services in the cloud
10.1016/j.envsoft.2021.105173 · 2021 · External reference
A soft sensor open-source methodology for inexpensive monitoring of water quality: A case study of NO3− concentrations
10.1016/j.jocs.2024.102522 · 2025 · External reference
IoT-based edge computing (IoTEC) for improved environmental monitoring
2023 · External reference
10.3390/s22228725
10.3390/s22228725 · External reference
10.3389/fpls.2025.1668545
10.3389/fpls.2025.1668545 · External reference
An Efficient Multi-Physics GPT-PINN Framework for Predicting Reactive Solute Transport in Parameterized Groundwater Systems
10.1029/2025gl120217 · 2026 · External reference
Anomaly detection in groundwater monitoring data using LSTM-Autoencoder neural networks
10.1007/s10661-024-12848-z · 2024 · External reference
Data-driven models for accurate groundwater level prediction and their practical significance in groundwater management
10.1016/j.jhydrol.2022.127630 · 2022 · External reference
Framework for Identification of Groundwater Contamination Source Based on Conditional Generative Adversarial Networks and Optimization Methods
10.1029/2024wr039467 · 2025 · External reference
Groundwater Pollution Source Identification via an Integrated Surrogate Model and Multiobjective Heuristic Optimization Algorithms
10.1029/2025wr041469 · 2025 · External reference
Long-term missing value imputation for time series data using deep neural networks
2023 · External reference
Physics-informed machine learning
10.1038/s42254-021-00314-5 · 2021 · External reference
Spatio-Temporal Machine Learning for Regional to Continental Scale Terrestrial Hydrology
10.1029/2023ms004095 · 2024 · External reference
Physics–Informed Neural Network With Enhanced Parameter–State Coupling for Inverse Modeling of Unsaturated Flow in Heterogeneous Soils
10.1029/2025wr040040 · 2025 · External reference
Using Reactive Transport Models to Quantify and Predict Groundwater Quality
10.2138/gselements.15.2.87 · 2019 · External reference
Bioremediation of chlorinated ethenes contaminated groundwater and the reactive transport modeling—A review
10.1016/j.envres.2023.117389 · 2023 · External reference
Review of machine learning-based surrogate models of groundwater contaminant modeling
10.1016/j.envres.2023.117268 · 2023 · External reference
Deep Convolutional Encoder-Decoder Networks for Uncertainty Quantification of Dynamic Multiphase Flow in Heterogeneous Media
10.1029/2018wr023528 · 2019 · External reference
Model reduction of a coupled numerical model using proper orthogonal decomposition
10.1016/j.jhydrol.2013.09.011 · 2013 · External reference
Random-Walk Modeling of Reactive Transport in Porous Media With a Reduced-Order Chemical Basis of Conservative Components
10.1029/2020wr028679 · 2021 · External reference
Generative adversarial networks for detecting contamination events in water distribution systems using multi-parameter, multi-site water quality monitoring
10.1016/j.ese.2022.100231 · 2023 · External reference
Multi-machine learning methods for rapid and synergistic inversion of groundwater contamination source, hydrogeologic parameter and boundary condition
10.1016/j.jconhyd.2025.104599 · 2025 · External reference
Physics-Informed Neural Network Method for Forward and Backward Advection-Dispersion Equations
10.1029/2020wr029479 · 2021 · External reference
Simultaneous identification of groundwater contaminant source and simulation model parameters based on an ensemble Kalman filter—Adaptive step length ant colony optimization algorithm
10.1016/j.jhydrol.2021.127352 · 2022 · External reference
10.3389/fenvs.2024.1336088
10.3389/fenvs.2024.1336088 · External reference
Data Lakes: A Survey of Functions and Systems
10.1109/tkde.2023.3270101 · 2023 · External reference
A data fusion-based methodology for optimal redesign of groundwater monitoring networks
10.1016/j.jhydrol.2017.06.046 · 2017 · External reference
Assimilating multi-source data into a three-dimensional hydro-ecological dynamics model using Ensemble Kalman Filter
10.1016/j.envsoft.2019.03.028 · 2019 · External reference
Digital twin assisted decision support system for quality regulation and leak localization task in large-scale water distribution networks
10.1016/j.dche.2023.100127 · 2023 · External reference
10.20944/preprints202211.0429.v2
10.20944/preprints202211.0429.v2 · External reference
Conceptual development and implementation of a digital twin model for managing saltwater intrusion of an island coastal aquifer
10.1007/s10661-025-14553-x · 2025 · External reference
Physics-informed surrogate modeling for supporting climate resilience at groundwater contamination sites
10.1016/j.cageo.2023.105508 · 2024 · External reference
10.3390/app15074003
10.3390/app15074003 · External reference
IoT-based automated system for water-related disease prediction
10.1038/s41598-024-79989-6 · 2024 · External reference
Digital twinning of river basins towards full-scale, sustainable and equitable water management and disaster mitigation
10.1038/s44304-024-00047-2 · 2024 · External reference
A brief review on the assessment of potential joint effects of complex mixtures of contaminants in the environment
10.1039/d4va00014e · 2024 · External reference
Statistical approach to water exploitation management based on CUSUM analysis
10.1016/j.wri.2021.100166 · 2022 · External reference
10.3390/w17192842
10.3390/w17192842 · External reference
A common framework for the development of spring water contamination early warning system in western Mediterranean karst areas: Spanish and French sites
10.1016/j.scitotenv.2024.177294 · 2024 · External reference
Optimal observation network design for conceptual model discrimination and uncertainty reduction
10.1002/2015wr017474 · 2016 · External reference
Use of combined Shewhart-CUSUM control charts for ground water monitoring applications
10.1111/j.1745-6584.1999.tb01160.x · 1999 · External reference
Machine learning-based evolution of water quality prediction model: An integrated robust framework for comparative application on periodic return and jitter data
10.1016/j.envpol.2025.125834 · 2025 · External reference
Estimation of Monthly Water Table Depth Anomalies Based on the Integration of GRACE and ERA5-Land with Large-Scale Simulations Using Random Forest and LSTM Networks
10.1007/s11269-025-04097-7 · 2025 · External reference
Physics informed neural network for forward and inverse multispecies contaminant transport with variable parameters
10.1016/j.jhydrol.2025.132977 · 2025 · External reference
Functional error modeling for uncertainty quantification in hydrogeology
10.1002/2014wr016028 · 2015 · External reference
Probabilistic exposure risk assessment with advective–dispersive well vulnerability criteria
10.1016/j.advwatres.2011.04.018 · 2012 · External reference
A digital twin model for contaminant fate and transport in urban and natural drainage networks with online state estimation
10.1016/j.envsoft.2023.105868 · 2024 · External reference
PyLEnM: A Machine Learning Framework for Long-Term Groundwater Contamination Monitoring Strategies
10.1021/acs.est.1c07440 · 2022 · External reference
A comprehensive early warning system for karst water sources contamination risk, case study of the Unica springs, SW Slovenia
10.1016/j.scitotenv.2023.163958 · 2023 · External reference
Groundwater pollution early warning based on QTR model for regional risk management: A case study in Luoyang city, China
10.1016/j.envpol.2019.113900 · 2020 · External reference
Large-scale groundwater pollution risk assessment research based on artificial intelligence technology: A case study of Shenyang City in Northeast China
10.1016/j.ecolind.2024.112915 · 2024 · External reference
10.3390/hydrology13020057
10.3390/hydrology13020057 · External reference
Water Environmental Management in Industrial Park—A Case Study of Xinjin in Chengdu City
2018 · External reference
Integrating multivariate statistics and AI for groundwater heavy metal risk detection: A case study from Yilan, Taiwan
10.2166/wpt.2026.203 · 2026 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
10.1007/978-1-4020-4728-2
10.1007/978-1-4020-4728-2 · External reference
Wireless sensor networks: A survey on monitoring water quality
10.1016/j.jart.2017.07.004 · 2017 · External reference
10.3390/mi16030251
10.3390/mi16030251 · External reference
Slippery Liquid-Infused Porous Surfaces Using Eucalyptus Oil-Loaded Bead-on-String Nanofibers for Antibacterial, Antifungal, and Antibiofilm Applications
10.1021/acsanm.5c04912 · 2026 · External reference
10.3390/su162310458
10.3390/su162310458 · External reference
10.3389/fenvs.2022.946565
10.3389/fenvs.2022.946565 · External reference
Rapid detection of soil heavy metal pollution using hyperspectral data and multiscale spatial network
10.1016/j.eti.2025.104031 · 2025 · External reference
Highly stretchable TPU/g-C3N4 composite nanofiber film for enhancing the piezo-photocatalytic sewage treatment by electrospinning-induced pretension
10.1038/s41545-025-00452-8 · 2025 · External reference
Pulsed laser synthesis of free-standing Pt single atoms in an ice block for enhancing photocatalytic hydrogen evolution of g-C3N4
10.1039/d5na00043b · 2025 · External reference
Giant improvement in piezo-photocatalytic capability of colloidal g-C3N4 quantum dots
10.1016/j.pnsc.2025.04.005 · 2025 · External reference
Land subsidence monitoring using InSAR technique in the southwestern region of Bangladesh
10.1080/19475705.2024.2333795 · 2024 · External reference
Phyto-identification of leached metal contamination using satellite remote sensing: A case study on a coal-fired power plant
10.1007/s10661-026-15123-5 · 2026 · External reference
Unresolved reference
External reference
Physics-informed neural networks for solving flow problems modeled by the 2D Shallow Water Equations without labeled data
10.1016/j.jhydrol.2024.131263 · 2024 · External reference
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection
10.1109/tkde.2021.3124599 · 2023 · External reference
Advances and Open Problems in Federated Learning
10.1561/2200000083 · 2021 · External reference
10.3390/s23198015
10.3390/s23198015 · External reference
Functional error modeling for uncertainty quantification in hydrogeology
10.1002/2014wr016028 · ExternalCitation · doi-reference
Optimal observation network design for conceptual model discrimination and uncertainty reduction
10.1002/2015wr017474 · ExternalCitation · doi-reference
10.1002/9781119709732.ch4
10.1002/9781119709732.ch4 · ExternalCitation · doi-reference
10.1002/lpor.71451
10.1002/lpor.71451 · ExternalCitation · doi-reference
Strategic Delineation at Per- and Polyfluoroalkyl Substance (PFAS)–Contaminated Sites: A Framework Combining Source Identification, Background Assessment, and Plume Migration Insights for Remedial Investigations
10.1002/rem.70040 · ExternalCitation · doi-reference
10.1007/978-1-4020-4728-2
10.1007/978-1-4020-4728-2 · ExternalCitation · doi-reference
10.1007/978-1-4419-1401-9
10.1007/978-1-4419-1401-9 · ExternalCitation · doi-reference
Comparison of the quantification performance of thermal desorption GC-IMS and GC-MS in VOC analysis
10.1007/s00216-025-05933-w · ExternalCitation · doi-reference
High-resolution monitoring of groundwater quality in unconsolidated aquifers using UV-Vis spectrometry
10.1007/s00767-022-00540-3 · ExternalCitation · doi-reference
Anomaly detection in groundwater monitoring data using LSTM-Autoencoder neural networks
10.1007/s10661-024-12848-z · ExternalCitation · doi-reference
Conceptual development and implementation of a digital twin model for managing saltwater intrusion of an island coastal aquifer
10.1007/s10661-025-14553-x · ExternalCitation · doi-reference
Phyto-identification of leached metal contamination using satellite remote sensing: A case study on a coal-fired power plant
10.1007/s10661-026-15123-5 · ExternalCitation · doi-reference
Estimation of Monthly Water Table Depth Anomalies Based on the Integration of GRACE and ERA5-Land with Large-Scale Simulations Using Random Forest and LSTM Networks
10.1007/s11269-025-04097-7 · ExternalCitation · doi-reference
Environmental and Food Contamination by Phthalic Acid Esters (PAEs): Overview
10.1007/s11270-024-07121-5 · ExternalCitation · doi-reference
Portable gas chromatography–mass spectrometry method for the in-field screening of organic pollutants in soil and water at pollution incidents
10.1007/s11356-023-28648-w · ExternalCitation · doi-reference
Groundwater nitrate pollution risk assessment based on the potential impact of land use, nitrogen balance, and vulnerability
10.1007/s11356-023-30850-9 · ExternalCitation · doi-reference
Environmental contamination with polycyclic aromatic hydrocarbons and contribution from biomonitoring studies to the surveillance of global health
10.1007/s11356-024-34727-3 · ExternalCitation · doi-reference
10.1007/s11783-023-1742-9
10.1007/s11783-023-1742-9 · ExternalCitation · doi-reference
A Field-Portable Membrane Introduction Mass Spectrometer for Real-time Quantitation and Spatial Mapping of Atmospheric and Aqueous Contaminants
10.1007/s13361-014-1028-3 · ExternalCitation · doi-reference
Probabilistic exposure risk assessment with advective–dispersive well vulnerability criteria
10.1016/j.advwatres.2011.04.018 · ExternalCitation · doi-reference
Physics-informed surrogate modeling for supporting climate resilience at groundwater contamination sites
10.1016/j.cageo.2023.105508 · ExternalCitation · doi-reference
Application of homemade portable gas chromatography coupled to photoionization detector for the detection of volatile organic compounds in an industrial park
10.1016/j.chroma.2023.464089 · ExternalCitation · doi-reference
Portable electrochemical sensors for per- and polyfluoroalkyl substances: Design, challenges, and opportunities for field deployment
10.1016/j.coelec.2025.101725 · ExternalCitation · doi-reference
Digital twin assisted decision support system for quality regulation and leak localization task in large-scale water distribution networks
10.1016/j.dche.2023.100127 · ExternalCitation · doi-reference
Effect of soil-groundwater system on migration and transformation of organochlorine pesticides: A review
10.1016/j.ecoenv.2024.117564 · ExternalCitation · doi-reference
Ecological risk assessment of shallow groundwater pollution in industrial parks: A combined approach of chemical analysis and zebrafish embryo toxicity evaluation
10.1016/j.ecoenv.2025.118258 · ExternalCitation · doi-reference
Early warning system for determining the ecological health status of major railroad projects
10.1016/j.ecolind.2024.112318 · ExternalCitation · doi-reference
Large-scale groundwater pollution risk assessment research based on artificial intelligence technology: A case study of Shenyang City in Northeast China
10.1016/j.ecolind.2024.112915 · ExternalCitation · doi-reference
Groundwater contamination pathways of phthalates and bisphenol A: Origin, characteristics, transport, and fate—A review
10.1016/j.envint.2022.107550 · ExternalCitation · doi-reference
Advances in environmental pollutant detection techniques: Enhancing public health monitoring and risk assessment
10.1016/j.envint.2025.109365 · ExternalCitation · doi-reference
Groundwater pollution early warning based on QTR model for regional risk management: A case study in Luoyang city, China
10.1016/j.envpol.2019.113900 · ExternalCitation · doi-reference
The occurrence and sources of polychlorinated biphenyls (PCBs) in agricultural soils across China with an emphasis on unintentionally produced PCBs
10.1016/j.envpol.2020.116171 · ExternalCitation · doi-reference
Characteristics and health risks of benzene series and halocarbons near a typical chemical industrial park
10.1016/j.envpol.2021.117893 · ExternalCitation · doi-reference
Machine learning-based evolution of water quality prediction model: An integrated robust framework for comparative application on periodic return and jitter data
10.1016/j.envpol.2025.125834 · ExternalCitation · doi-reference
Mechanism of cooperative migration and transformation of nitrobenzene and iron co-contaminated water and soil
10.1016/j.envpol.2025.125854 · ExternalCitation · doi-reference
Heavy metals prediction system in groundwater using online sensor and machine learning for water management: The case of typical industrial park
10.1016/j.envpol.2025.126270 · ExternalCitation · doi-reference
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Industrial park management in the Chinese environment
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10.3389/fenvs.2022.946565 · ExternalCitation · doi-reference
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10.3389/fenvs.2024.1336088 · ExternalCitation · doi-reference
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10.3389/fmicb.2020.562813 · ExternalCitation · doi-reference
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