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A novel hybrid model for water quality prediction based on VMD and IGOA optimized for LSTM
Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 7, doi: 10.1007/s11783-023-1688-y
● A novel VMD-IGOA-LSTM model has proposed for the prediction ofwater quality.
Keywords: Water quality prediction Grasshopper optimization algorithm Variational mode decomposition Long short-term
Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 6, doi: 10.1007/s11783-023-1667-3
● Hybrid deep-learning model is proposed for water quality prediction
Keywords: Water quality prediction Soft-sensor Anaerobic process Tree-structured Parzen Estimator
Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 8, doi: 10.1007/s11783-023-1698-9
● Data acquisition and pre-processing for wastewater treatment were summarized.
Keywords: Chemical oxygen demand Mining-beneficiation wastewater treatment Particle swarm optimization Support vector regression Artificial neural network
Analysis and prediction of the influence of energy utilization on air quality in Beijing
LI Lin, HAO Jiming, HU Jingnan
Frontiers of Environmental Science & Engineering 2007, Volume 1, Issue 3, Pages 339-344 doi: 10.1007/s11783-007-0058-5
A review of hydrological/water-quality models
Liangliang GAO,Daoliang LI
Frontiers of Agricultural Science and Engineering 2014, Volume 1, Issue 4, Pages 267-276 doi: 10.15302/J-FASE-2014041
Keywords: water quality models applications future trends
Trend prediction technology of condition maintenance for large water injection units
Xiaoli XU, Sanpeng DENG
Frontiers of Mechanical Engineering 2010, Volume 5, Issue 2, Pages 171-175 doi: 10.1007/s11465-009-0091-0
Keywords: water injection units condition-based maintenance trend prediction
Frontiers of Agricultural Science and Engineering 2023, Volume 10, Issue 4, Pages 566-578 doi: 10.15302/J-FASE-2023520
Elucidating the spatiotemporal pattern of water quality and algal biomass is crucial for accuratelyThis study analyzed the spatiotemporal variability of water quality and algal biomass in Erhai Lake from1994 to 2021 using water quality index (WQI), Mann-Kendall test and Sen’s slope combined methodsThe potential causes of water quality deterioration and algal biomass dynamics were also elucidated.The changes in water quality and algal biomass were primarily affected by total nitrogen, total phosphorus
Keywords: Erhai Lake control measures water environment water quality index (WQI)
Modeling effects of a tidal barrage on water quality indicator distribution in the Severn Estuary
Guanghai GAO, Roger A. FALCONER, Binliang LIN
Frontiers of Environmental Science & Engineering 2013, Volume 7, Issue 2, Pages 211-218 doi: 10.1007/s11783-012-0464-1
Keywords: water quality indicator Severn Estuary numerical model tidal energy
Juan WU, Jian ZHANG, Wenlin JIA, Huijun XIE, Bo ZHANG
Frontiers of Environmental Science & Engineering 2009, Volume 3, Issue 2, Pages 241-247 doi: 10.1007/s11783-009-0023-6
Keywords: free water surface constructed wetland nitrous oxide emission water quality parameter principal component
Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 4, doi: 10.1007/s11783-021-1475-6
• The concentrations of 13 heavy metals in Taihu Lake were analyzed.
Keywords: Heavy metals Human health ambient water quality criteria Taihu Lake Health risk assessment Contribution
Effects of water quality on the coagulation performances of humic acids irradiated with UV light
Wendong WANG,Qinghai FAN,Zixia QIAO,Qin YANG,Yabo WANG,Xiaochang WANG
Frontiers of Environmental Science & Engineering 2015, Volume 9, Issue 1, Pages 147-154 doi: 10.1007/s11783-014-0749-7
Keywords: coagulation drinking water humic acid UV light radiation water quality
Zhaoxing HAN, Zhenyao SHEN, Yongwei GONG, Qian HONG
Frontiers of Environmental Science & Engineering 2011, Volume 5, Issue 1, Pages 119-129 doi: 10.1007/s11783-011-0272-z
Keywords: emission trading water functional zone water quality control
Toxicity-oriented water quality engineering
Shengkun Dong, Chenyue Yin, Xiaohong Chen
Frontiers of Environmental Science & Engineering 2020, Volume 14, Issue 5, doi: 10.1007/s11783-020-1259-4
Digital-Twin-Enhanced Quality Prediction for the Composite Materials Article
Yucheng Wang, Fei Tao, Ying Zuo, Meng Zhang, Qinglin Qi
Engineering 2023, Volume 22, Issue 3, Pages 23-33 doi: 10.1016/j.eng.2022.08.019
Keywords: Digital twin Quality prediction Composites Coupling models
Spatio-temporal variations of water quality in Yuqiao Reservoir Basin, North China
Yuan XU,Ruqin XIE,Yuqiu WANG,Jian SHA
Frontiers of Environmental Science & Engineering 2015, Volume 9, Issue 4, Pages 649-664 doi: 10.1007/s11783-014-0702-9
Keywords: Fuzzy comprehensive assessment multivariate statistical analysis water quality
Title Author Date Type Operation
A novel hybrid model for water quality prediction based on VMD and IGOA optimized for LSTM
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Water quality soft-sensor prediction in anaerobic process using deep neural network optimized by Tree-structured
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Water quality prediction of copper-molybdenum mining-beneficiation wastewater based on the PSO-SVR model
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Analysis and prediction of the influence of energy utilization on air quality in Beijing
LI Lin, HAO Jiming, HU Jingnan
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Trend prediction technology of condition maintenance for large water injection units
Xiaoli XU, Sanpeng DENG
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SPATIOTEMPORAL VARIATION OF WATER QUALITY AND ALGAL BIOMASS IN ERHAI LAKE AND ITS ENVIRONMENTAL MANAGEMENT
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Modeling effects of a tidal barrage on water quality indicator distribution in the Severn Estuary
Guanghai GAO, Roger A. FALCONER, Binliang LIN
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Relationships of nitrous oxide fluxes with water quality parameters in free water surface constructed
Juan WU, Jian ZHANG, Wenlin JIA, Huijun XIE, Bo ZHANG
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Human health ambient water quality criteria for 13 heavy metals and health risk assessment in Taihu Lake
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Effects of water quality on the coagulation performances of humic acids irradiated with UV light
Wendong WANG,Qinghai FAN,Zixia QIAO,Qin YANG,Yabo WANG,Xiaochang WANG
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Temporal dimension and water quality control in an emission trading scheme based on water environmental
Zhaoxing HAN, Zhenyao SHEN, Yongwei GONG, Qian HONG
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Toxicity-oriented water quality engineering
Shengkun Dong, Chenyue Yin, Xiaohong Chen
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Digital-Twin-Enhanced Quality Prediction for the Composite Materials
Yucheng Wang, Fei Tao, Ying Zuo, Meng Zhang, Qinglin Qi
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