水质模型的分类及研究进展
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摘要
模拟和预测水质参数的变化趋势对环境污染的预防和治理十分重要,水质模型是利用物质和能量守恒原理预测水质变化的有效工具。本文论述了水质模型的发展趋势和重要性,依据不同标准对水质模型进行分类,详细分析目前国际上应用比较广泛的水质模型系列和发展现状,展望未来水质模型和信息及与卫星技术结合的发展趋势。
Simulation and prediction of water quality parameters constantly changing are very important to environmental research,and water quality model as an effective tool to predict water quality change is found according to the conservation principle of matter and energy. The development trend and importance of the water quality models, and classification of water quality model are discussed according to different criteria. The future development of water quality model combined with information and satellite technology is advanced, especially the water quality model widely used in the world.
Simulation and prediction of water quality parameters constantly changing are very important to environmental research,and water quality model as an effective tool to predict water quality change is found according to the conservation principle of matter and energy. The development trend and importance of the water quality models, and classification of water quality model are discussed according to different criteria. The future development of water quality model combined with information and satellite technology is advanced, especially the water quality model widely used in the world.
引文
[1]Bonhomme C,Petrucci G.Should we trust build-up/washoff water quality models at the scale of urban catchments[J].Water Research,2017,108(1):422-431.
[2]Masrur Ahmed A A.Prediction of dissolved oxygen in Surma River by biochemical oxygen demand and chemical oxygen demand using the artificial neural networks(ANNs)[J].Journal of King Saud University Engineering Sciences,2017,29(2):151-158.
[3]曹晓静,张航.地表水质模型研究综述[J].水利与建筑工程学报,2006,4(4):18-21,52.
[4]Reder K,Alcamo J,Fl?rke M.A sensitivity and uncertainty analysis of a continental-scale water quality model of pathogen pollution in African rivers[J].Ecological Modelling,2017,351:129-139.
[5]段宁,杨思言,魏婉婷.基于BP神经网络的铅酸蓄电池厂地下水重金属浓度预测[J].环境科学与技术,2016,39(1):194-198.
[6]郝韶楠,李叙勇,江燕,等.水污染负荷优化分配模型研究进展[J].环境科学与技术,2016,39(1):1-6.
[7]Pontes P R M,Fan F M,Fleischmann A S,et al.MGB-IPHmodel for hydrological and hydraulic simulation of large floodplain river systems coupled with open source GIS[J].Environmental Modelling&Software,2017,94:1-20.
[8]Obropta C C,Kardos J S.Review of Urban Stormwater Quality Models:deterministic,stochastic,and hybrid approaches[J].Journal of the American Water Resources Association,2007,43(6):1508-1523.
[9]郑鹏.改进的BP神经网络模型在辽宁中部河流水质预测中的应用研究[J].吉林水利,2017(2):18-21.
[10]丁金婷,臧泽林,黄敏.模糊方法改进的反向传输神经网络预测南美白对虾养殖的水质[J].浙江大学学报:农业与生命科学版,2017(1):128-136.
[11]Alizadeh M J,Kavianpour M R.Development of wavelet-ANN models to predict water quality parameters in Hilo Bay,Pacific Ocean[J].Marine Pollution Bulletin,2015,98(1-2):171-178.
[12]Tang C,Yi Y,Yang Z,et al.Risk forecasting of pollution accidents based on an integrated Bayesian Network and water quality model for the South to North Water Transfer Project[J].Ecological Engineering,2015,96:109-116.
[13]熊鸿斌,张斯思,匡武,等.基于MIKE11模型入河水污染源处理措施的控制效能分析[J].环境科学学报,2017(4):1573-1581.
[14]闵志华,辛小康.桥梁工程对入河排污口污染范围影响模拟研究[J].水力发电,2017(3):5-8.
[15]Lopes J F,Silva C I,Cardoso A C.Validation of a water quality model for the Ria de Aveiro lagoon,Portugal[J].Environmental Modelling and Software,2008,23(4):479-494.
[16]Wang F E,Li Y N,Yang J,et al.Application of WASPmodel and Gini coefficient in total mass control of water pollutants:a case study in Xicheng Canal,China[J].Desalination&Water Treatment,2016,57(7):2903-2916.
[17]张质明,王晓燕,马文林,等.未来气候变暖对北运河通州段自净过程的影响[J].中国环境科学,2017(2):730-739.
[18]Shun-Dong Y U,You X Y.Testing WASP water quality model and sensitive analysis for the parameters[J].Journal of Water Resources&Water Engineering,2007,18(6):41-40.
[19]Vuksanovic V,De Smedt F,Van Meerbeeck S.Transport of polychlorinated biphenyls(PCB)in the Scheldt Estuary simulated with the water quality model WASP[J].Journal of Hydrology,1996,174(1-2):1-18.
[20]Kannel P R,Lee S,Lee Y-S,et al.Application of automated QUAL2Kw for water quality modeling and management in the Bagmati River,Nepal[J].Ecological Modelling,2007,202(3-4):503-517.
[21]曹碧波,戴乙,朱龙基,等.网箱养鱼对河流型水库水质影响的研究[J].水资源与水工程学报,2016(1):75-81.
[22]Lin J,Xie L,Pietrafesa L J,et al.Water quality gradients across Albemarle-Pamlico estuarine system:seasonal variations and model applications[J].Journal of Coastal Research,2017,23(1):213-229.
[23]Mir A,Piri J,Kisi O.Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GISand geostatistics[J].Computers&Electronics in Agriculture,2017,135:38-50.
[24]周荣攀,徐长春.基于Landsat影像的博斯腾湖水质参数反演模型研究[J].湖北农业科学,2016,55(10):2507-2513.
[25]Cho J H,Ha S R.Parameter optimization of the QUAL2Kmodel for a multiple-reach river using an influence coefficient algorithm[J].Science of the Total Environment,2010,408(8):1985-1991.
[26]龚清莲.QUAL2K水质模型参数的不确定性研究[D].成都:西南交通大学,2016.
[2]Masrur Ahmed A A.Prediction of dissolved oxygen in Surma River by biochemical oxygen demand and chemical oxygen demand using the artificial neural networks(ANNs)[J].Journal of King Saud University Engineering Sciences,2017,29(2):151-158.
[3]曹晓静,张航.地表水质模型研究综述[J].水利与建筑工程学报,2006,4(4):18-21,52.
[4]Reder K,Alcamo J,Fl?rke M.A sensitivity and uncertainty analysis of a continental-scale water quality model of pathogen pollution in African rivers[J].Ecological Modelling,2017,351:129-139.
[5]段宁,杨思言,魏婉婷.基于BP神经网络的铅酸蓄电池厂地下水重金属浓度预测[J].环境科学与技术,2016,39(1):194-198.
[6]郝韶楠,李叙勇,江燕,等.水污染负荷优化分配模型研究进展[J].环境科学与技术,2016,39(1):1-6.
[7]Pontes P R M,Fan F M,Fleischmann A S,et al.MGB-IPHmodel for hydrological and hydraulic simulation of large floodplain river systems coupled with open source GIS[J].Environmental Modelling&Software,2017,94:1-20.
[8]Obropta C C,Kardos J S.Review of Urban Stormwater Quality Models:deterministic,stochastic,and hybrid approaches[J].Journal of the American Water Resources Association,2007,43(6):1508-1523.
[9]郑鹏.改进的BP神经网络模型在辽宁中部河流水质预测中的应用研究[J].吉林水利,2017(2):18-21.
[10]丁金婷,臧泽林,黄敏.模糊方法改进的反向传输神经网络预测南美白对虾养殖的水质[J].浙江大学学报:农业与生命科学版,2017(1):128-136.
[11]Alizadeh M J,Kavianpour M R.Development of wavelet-ANN models to predict water quality parameters in Hilo Bay,Pacific Ocean[J].Marine Pollution Bulletin,2015,98(1-2):171-178.
[12]Tang C,Yi Y,Yang Z,et al.Risk forecasting of pollution accidents based on an integrated Bayesian Network and water quality model for the South to North Water Transfer Project[J].Ecological Engineering,2015,96:109-116.
[13]熊鸿斌,张斯思,匡武,等.基于MIKE11模型入河水污染源处理措施的控制效能分析[J].环境科学学报,2017(4):1573-1581.
[14]闵志华,辛小康.桥梁工程对入河排污口污染范围影响模拟研究[J].水力发电,2017(3):5-8.
[15]Lopes J F,Silva C I,Cardoso A C.Validation of a water quality model for the Ria de Aveiro lagoon,Portugal[J].Environmental Modelling and Software,2008,23(4):479-494.
[16]Wang F E,Li Y N,Yang J,et al.Application of WASPmodel and Gini coefficient in total mass control of water pollutants:a case study in Xicheng Canal,China[J].Desalination&Water Treatment,2016,57(7):2903-2916.
[17]张质明,王晓燕,马文林,等.未来气候变暖对北运河通州段自净过程的影响[J].中国环境科学,2017(2):730-739.
[18]Shun-Dong Y U,You X Y.Testing WASP water quality model and sensitive analysis for the parameters[J].Journal of Water Resources&Water Engineering,2007,18(6):41-40.
[19]Vuksanovic V,De Smedt F,Van Meerbeeck S.Transport of polychlorinated biphenyls(PCB)in the Scheldt Estuary simulated with the water quality model WASP[J].Journal of Hydrology,1996,174(1-2):1-18.
[20]Kannel P R,Lee S,Lee Y-S,et al.Application of automated QUAL2Kw for water quality modeling and management in the Bagmati River,Nepal[J].Ecological Modelling,2007,202(3-4):503-517.
[21]曹碧波,戴乙,朱龙基,等.网箱养鱼对河流型水库水质影响的研究[J].水资源与水工程学报,2016(1):75-81.
[22]Lin J,Xie L,Pietrafesa L J,et al.Water quality gradients across Albemarle-Pamlico estuarine system:seasonal variations and model applications[J].Journal of Coastal Research,2017,23(1):213-229.
[23]Mir A,Piri J,Kisi O.Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GISand geostatistics[J].Computers&Electronics in Agriculture,2017,135:38-50.
[24]周荣攀,徐长春.基于Landsat影像的博斯腾湖水质参数反演模型研究[J].湖北农业科学,2016,55(10):2507-2513.
[25]Cho J H,Ha S R.Parameter optimization of the QUAL2Kmodel for a multiple-reach river using an influence coefficient algorithm[J].Science of the Total Environment,2010,408(8):1985-1991.
[26]龚清莲.QUAL2K水质模型参数的不确定性研究[D].成都:西南交通大学,2016.
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