Papers citing Machine Learning: New Ideas and Tools in Environmental Science and Engineering
A review of regulatory modeling frameworks supporting numeric water quality criteria development in the United States
Integrated Environmental Assessment and Management · 2022-06-20
Brad Barnhart, Camille Flinders
Read original paper ↗ ·A QSAR–ICE–SSD model prediction of the PNECs for alkylphenol substances and application in ecological risk assessment for rivers of a megacity
Environment International · 2022-06-21
Yajun Hong, Chenglian Feng, Xiaowei Jin, Huiyu Xie, Na Liu, Yingchen Bai, Fengchang Wu, Sandy Raimondo
Read original paper ↗ ·Low-cost nature-inspired deep learning system for PM2.5 forecast over Delhi, India
Environment International · 2022-06-25
Dimple Pruthi, Yang Liu
Read original paper ↗ ·Machine learning in the identification, prediction and exploration of environmental toxicology: Challenges and perspectives
Journal of Hazardous Materials · 2022-06-27
Xiaotong Wu, Qixing Zhou, Mu Li, Xiangang Hu
Read original paper ↗ ·Physician Acceptance of Machine Learning for Diagnostic Purposes: Caution, Bumpy Road Ahead!
Studies in health technology and informatics · 2022-06-29
Thamer M Aledresee
Read original paper ↗ ·Multiple Roles of Dissolved Organic Matter in Advanced Oxidation Processes
Environmental Science & Technology · 2022-07-07
Xin Yao Yang, Fernando L. Rosario‐Ortiz, Lei Yu, Yanheng Pan, Xin Lei, Paul K. Westerhoff
Read original paper ↗ ·Database examination, multivariate analysis, and machine learning: Predictions of vapor intrusion attenuation factors
Ecotoxicology and Environmental Safety · 2022-07-14
Jun Man, Yuanming Guo, Qing Zhou, Yijun Yao
Read original paper ↗ ·Machine Learning Modeling of Environmentally Relevant Chemical Reactions for Organic Compounds
ACS ES&T Water · 2022-07-19
Kai Zhang, Huichun Judy Zhang
Read original paper ↗ ·Versatile in silico modelling of microplastics adsorption capacity in aqueous environment based on molecular descriptor and machine learning
The Science of The Total Environment · 2022-07-19
Tengyi Zhu, Cuicui Tao, Haomiao Cheng, Haibing Cong
Read original paper ↗ ·Spatiotemporal Changes and Driver Analysis of Ecosystem Respiration in the Tibetan and Inner Mongolian Grasslands
Remote Sensing · 2022-07-25
Weihua Liu, Honglin He, Xiaojing Wu, Xiaoli Ren, Li Zhang, Xiaobo Zhu, Lili Feng, Yan Lv, Qingqing Chang, Qian Xu, Mengyu Zhang, Yonghong Zhang, Tianxiang Wang
Read original paper ↗ ·Prediction of Dichloroethene Concentration in the Groundwater of a Contaminated Site Using XGBoost and LSTM
International Journal of Environmental Research and Public Health · 2022-07-30
Feiyang Xia, Dengdeng Jiang, Lingya Kong, Yan Zhou, Jing Wei, Da Ding, Yunmin Chen, Guoqing Wang, Shaopo Deng
Read original paper ↗ ·Computational toxicology studies on the interactions between environmental contaminants and biomacromolecules
Chinese Science Bulletin (Chinese Version) · 2022-08-05
Haoyue Tan, Rong Zhang, Qinchang Chen, Chi Zhang, Jing Guo, Xiaowei Zhang, Hongxia Yu, Wei Feng Shi
Read original paper ↗ ·Application of persulfate-based oxidation processes to address diverse sustainability challenges: A critical review
Journal of Hazardous Materials · 2022-08-08
Dagang Lin, Yu Fu, Xiaodie Li, Lingli Wang, Meiru Hou, Hu Dongdong, Qingchao Li, Zhen Zhang, Chunxiao Xu, Sifan Qiu, Zhaohui Wang, Grzegorz Boczkaj
Read original paper ↗ ·Prediction of research octane number loss and sulfur content in gasoline refining using machine learning
Energy · 2022-08-08
Fengyu Zhang, Xinchao Su, Aoli Tan, Jingjing Yao, Haipu Li
Read original paper ↗ ·A parallel methodology using radial basis functions versus machine learning approaches applied to environmental modelling
Journal of Computational Science · 2022-08-10
Violeta Migallón, F.J. Navarro-González, Héctor Penadés, José Penadés, Yolanda Villacampa
Read original paper ↗ ·Development, Validation, and Application of a Human Reproductive Toxicity Prediction Model Based on Adverse Outcome Pathway
Environmental Science & Technology · 2022-08-12
Haoyue Tan, Jinqiu Wu, Rong Zhang, Chi Zhang, Wei Li, Qinchang Chen, Xiaowei Zhang, Hongxia Yu, Wei Feng Shi
Read original paper ↗ ·Classification and Regression Machine Learning Models for Predicting Aerobic Ready and Inherent Biodegradation of Organic Chemicals in Water
Environmental Science & Technology · 2022-08-16
Kuan Z. Huang, Huichun Judy Zhang
Read original paper ↗ ·Machine learning prediction of nitrogen heterocycles in bio-oil produced from hydrothermal liquefaction of biomass
Bioresource Technology · 2022-08-17
Lijian Leng, Weijin Zhang, Qingyue Chen, Junhui Zhou, Haoyi Peng, Hao Zhan, Hailong Li
Read original paper ↗ ·RETRACTED: Advanced insights on removal of antibiotics by microalgae-bacteria consortia: A state-of-the-art review and emerging prospects
Chemosphere · 2022-08-20
Zeyuan Wang, Yuhao Chu, Haixing Chang, Peng Xie, Chaofan Zhang, Fanghua Li, Shih‐Hsin Ho
Read original paper ↗ ·Novel Intelligent Control Framework for WWTP Optimization To Achieve Stable and Sustainable Operation
ACS ES&T Engineering · 2022-08-23
Kuanliang Feng, Zihao Zhao, Mengyan Li, Luling Tian, Tong An, Jiawei Zhang, Xiangyang Xu, Liang Zhu
Read original paper ↗ ·Modeling the Leaf Area Index of Inner Mongolia Grassland Based on Machine Learning Regression Algorithms Incorporating Empirical Knowledge
Remote Sensing · 2022-08-26
Beibei Shen, Lei Ding, Leichao Ma, Zhenwang Li, Alim Pulatov, Zheenbek E. Kulenbekov, Jiquan Chen, Saltanat Mambetova, Lulu Hou, Dawei Xu, Xu Wang, Xiaoping Xin
Read original paper ↗ ·Rapid determination of moisture content of multi-source solid waste using ATR-FTIR and multiple machine learning methods
Waste Management · 2022-08-27
Ya-Ping Qi, Pinjing He, Dong-Ying Lan, Hao-Yang Xian, Fan Lü, Hua Zhang
Read original paper ↗ ·Identifying the Underlying Factors and Variables Governing Macronutrients in Cultivated Tropical Peatland Using Regression Tree Approach
CELEBES Agricultural · 2022-08-31
Heru Bagus Pulunggono, Yusuf Azmi Madani, Moh Zulfajrin, Yusrizal
Read original paper ↗ ·Identifying the acute toxicity of contaminated sediments using machine learning models
Environmental Pollution · 2022-09-02
Min Jeong Ban, Dong Hoon Lee, Sang Wook Shin, Keugtae Kim, Sungpyo Kim, Seong-Wook Oa, Geon Ha Kim, Yeonjeong Park, Dal Rae Jin, Mi‐Kyung Lee, Joo‐Hyon Kang
Read original paper ↗ ·A Deep Learning Micro-Scale Model to Estimate the CO2 Emissions from Light-Duty Diesel Trucks Based on Real-World Driving
Atmosphere · 2022-09-09
Rongshuo Zhang, Yange Wang, Yujie Pang, Bowen Zhang, Yangbing Wei, Menglei Wang, Rencheng Zhu
Read original paper ↗ ·National Land Use Regression Model for NO 2 Using Street View Imagery and Satellite Observations
Environmental Science & Technology · 2022-09-09
Meng Qi, Kuldeep Kumar Dixit, Julian D. Marshall, Wenwen Zhang, Steve Hankey
Read original paper ↗ ·Promotion of Bladder Cancer Cell Metastasis by 2-Mercaptobenzothiazole via Its Activation of Aryl Hydrocarbon Receptor Transcription: Molecular Dynamics Simulations, Cell-Based Assays, and Machine Learning-Driven Prediction
Environmental Science & Technology · 2022-09-10
Jiachen Zhang, Shixuan Cui, Lilai Shen, Yuchen Gao, Weiping Liu, Chunlong Zhang, Shulin Zhuang
Read original paper ↗ ·Perspectives on Adsorption. What else? A personal view
Fluid Phase Equilibria · 2022-09-24
Alírio Egídio Rodrigues
Read original paper ↗ ·Molecular Screening and Toxicity Estimation of 260,000 Perfluoroalkyl and Polyfluoroalkyl Substances (PFASs) through Machine Learning
Journal of Chemical Information and Modeling · 2022-09-26
Thanh T. Lai, David Kuntz, Angela K. Wilson
Read original paper ↗ ·An enhanced Dendritic Neural Algorithm to predict the wear behavior of alumina coated silver reinforced copper nanocomposites
Alexandria Engineering Journal · 2022-10-03
Ayman M. Sadoun, I.M.R. Najjar, A. Fathy, Mohamed Abd Elaziz, Mohammed A. A. Al‐qaness, A.W. Abdallah, M. Elmahdy
Read original paper ↗ ·Contamination vertical distribution and key factors identification of metal(loid)s in site soil from an abandoned Pb/Zn smelter using machine learning
The Science of The Total Environment · 2022-10-05
Zhaohui Guo, Yunxia Zhang, Rui Xu, Huimin Xie, Xiyuan Xiao, Chi Peng
Read original paper ↗ ·Graph Neural Networks in IoT: A Survey
ACM Transactions on Sensor Networks · 2022-10-07
Guimin Dong, Mingyue Tang, Zhiyuan Wang, Jiechao Gao, Sikun Guo, Lihua Cai, Robert Gutiérrez, Bradford Campbell, Laura E. Barnes, Mehdi Boukhechba
Read original paper ↗ ·Water quality monitoring and assessment based on cruise monitoring, remote sensing, and deep learning: A case study of Qingcaosha Reservoir
Frontiers in Environmental Science · 2022-10-11
Qian Jing, Hongbo Liu, Li Qian, Jonas Bauer, Xiaobai Xue, Gongliang Yu, Qiang He, Qi Zhou, Yonghong Bi, Stefan Norra
Read original paper ↗ ·Comparison of sulfate radical with other reactive species
Current Opinion in Chemical Engineering · 2022-10-14
Xiaodi Duan, Xiaoxiao Niu, Jiong Gao, Stanisław Wacławek, Liang Tang, Dionysios D. Dionysiou
Read original paper ↗ ·Multiple machine learning algorithms assisted QSPR models for aqueous solubility: Comprehensive assessment with CRITIC-TOPSIS
The Science of The Total Environment · 2022-10-14
Tengyi Zhu, Ying Chen, Cuicui Tao
Read original paper ↗ ·Molecularly Imprinted Ratiometric Fluorescence Nanosensors
Langmuir · 2022-10-24
Jinhua Li, Dani Sun
Read original paper ↗ ·Prediction of Tribological Properties of Alumina-Coated, Silver-Reinforced Copper Nanocomposites Using Long Short-Term Model Combined with Golden Jackal Optimization
Lubricants · 2022-10-24
Ismail R. Najjar, Ayman M. Sadoun, A. Fathy, A.W. Abdallah, Mohamed Abd Elaziz, M. Elmahdy
Read original paper ↗ ·An illustration of model agnostic explainability methods applied to environmental data
Environmetrics · 2022-10-25
Christopher K. Wikle, Abhirup Datta, Bhava Vyasa Hari, Edward L. Boone, Indranil Sahoo, K. Indulekha, Stefano Castruccio, Susan J. Simmons, Wesley S. Burr, Won Chang
Read original paper ↗ ·Investigation of the Binding Fraction of PFAS in Human Plasma and Underlying Mechanisms Based on Machine Learning and Molecular Dynamics Simulation
Environmental Science & Technology · 2022-10-25
Huiming Cao, Jianhua Peng, Zhen Zhou, Zeguo Yang, Ling Wang, Yuzhen Sun, Yawei Wang, Yong Li Liang
Read original paper ↗ ·State-of-the-art applications of machine learning in the life cycle of solid waste management
Frontiers of Environmental Science & Engineering · 2022-10-25
Rui Liang, Chao Chen, Akash Kumar, Junyu Tao, Kang Yan, Han Dong, Xianjia Jiang, Pei Tang, Beibei Yan, Guanyi Chen
Read original paper ↗ ·A hybrid numerical/machine learning model development to improve the bimetal performance in the electric circuit breakers
Scientific Reports · 2022-10-27
Abdul Rahman Mallah, Nawaf Aljuraid, Omer A. Alawi, Zaher Mundher Yaseen, Kamaljeet Singh, A. Ataki
Read original paper ↗ ·The classification decision tree fused with neural network realizes the intelligent transformation of data
Unknown journal · 2022-11-01
Qi Wang, Xiaomin Zhu, Xinming Wang, Min Zou, Jinan Guo, Yalin Wang
Read original paper ↗ ·Machine learning as a support tool in wastewater treatment systems – a short review
International Symposium on Graphic Engineering and Design (GRID) · 2022-11-03
Sanja Radović, Sabolč Pap, Maja Turk Sekulić
Read original paper ↗ ·Deep-Learning-Based Feature Extraction Approach for Significant Wave Height Prediction in SAR Mode Altimeter Data
Remote Sensing · 2022-11-04
Ghada Emam Atteia, Michael J. Collins, Abeer D. Algarni, Nagwan M. Abdel Samee
Read original paper ↗ ·Ecological risk assessment based on soil adsorption capacity for heavy metals in Taihu basin, China
Environmental Pollution · 2022-11-05
Feier Wang, Feier Wang, Fuxin Wang, Fuxin Wang, Hongrui Yang, Jie Yu, Rui Ni
Read original paper ↗ ·Exploring available input variables for machine learning models to predict biogas production in industrial-scale biogas plants treating food waste
Journal of Cleaner Production · 2022-11-06
Chao Li, Pinjing He, Wei Gong Peng, Fan Lü, Rui Du, Hua Zhang
Read original paper ↗ ·A hybrid framework for delineating the migration route of soil heavy metal pollution by heavy metal similarity calculation and machine learning method
The Science of The Total Environment · 2022-11-07
Feng Wang, Lili Huo, Yue Li, Lina Wu, Yanqiu Zhang, Guoliang Shi, Yi An
Read original paper ↗ ·Machine learning modelling of a membrane capacitive deionization (MCDI) system for prediction of long-term system performance and optimization of process control parameters in remote brackish water desalination
Water Research · 2022-11-10
Yunyi Zhu, Boyue Lian, Yuan Wang, Christopher J. Miller, Clare Bales, John Fletcher, Lina Yao, T. David Waite
Read original paper ↗ ·A spectral learning path for simultaneous multi-parameter detection of water quality
Environmental Research · 2022-11-14
Zhiqiang Guo, Fenli Liu, Qiannan Duan, Wenjing Wang, Qianru Wan, Yicai Huang, Yuting Zhao, Lu Liu, Yunjin Feng, Libo Xian, Hang Gao, Yiwen Long, Dan Yao, Jianchao Lee
Read original paper ↗ ·A novel machine learning method for evaluating the impact of emission sources on ozone formation
Environmental Pollution · 2022-11-15
Yong Cheng, Xiaofeng Huang, Yan Peng, Meng‐Xue Tang, Bo Zhu, Shi-Yong Xia, Ling‐Yan He
Read original paper ↗ ·