A data-driven modeling approach for simulating algal blooms in the tidal freshwater of James River in response to riverine nutrient loading
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DOI: 10.1016/j.ecolmodel.2019.02.005
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- Crisci, C. & Ghattas, B. & Perera, G., 2012. "A review of supervised machine learning algorithms and their applications to ecological data," Ecological Modelling, Elsevier, vol. 240(C), pages 113-122.
- John Riverson & Robert Coats & Mariza Costa-Cabral & Michael Dettinger & John Reuter & Goloka Sahoo & Geoffrey Schladow, 2013. "Modeling the transport of nutrients and sediment loads into Lake Tahoe under projected climatic changes," Climatic Change, Springer, vol. 116(1), pages 35-50, January.
- Wu, Guozheng & Xu, Zongxue, 2011. "Prediction of algal blooming using EFDC model: Case study in the Daoxiang Lake," Ecological Modelling, Elsevier, vol. 222(6), pages 1245-1252.
- Moe, S. Jannicke & Haande, Sigrid & Couture, Raoul-Marie, 2016. "Climate change, cyanobacteria blooms and ecological status of lakes: A Bayesian network approach," Ecological Modelling, Elsevier, vol. 337(C), pages 330-347.
- Jiang, Long & Xia, Meng, 2017. "Wind effects on the spring phytoplankton dynamics in the middle reach of the Chesapeake Bay," Ecological Modelling, Elsevier, vol. 363(C), pages 68-80.
- Bergamino, Nadia & Loiselle, Steven A. & Cózar, Andrés & Dattilo, Arduino M. & Bracchini, Luca & Rossi, Claudio, 2007. "Examining the dynamics of phytoplankton biomass in Lake Tanganyika using Empirical Orthogonal Functions," Ecological Modelling, Elsevier, vol. 204(1), pages 156-162.
- Ribeiro, Rita & Torgo, Luís, 2008. "A comparative study on predicting algae blooms in Douro River, Portugal," Ecological Modelling, Elsevier, vol. 212(1), pages 86-91.
- Volf, Goran & Atanasova, Nataša & Kompare, Boris & Precali, Robert & Ožanić, Nevenka, 2011. "Descriptive and prediction models of phytoplankton in the northern Adriatic," Ecological Modelling, Elsevier, vol. 222(14), pages 2502-2511.
- Lui, Gilbert C.S. & Li, W.K. & Leung, Kenneth M.Y. & Lee, Joseph H.W. & Jayawardena, A.W., 2007. "Modelling algal blooms using vector autoregressive model with exogenous variables and long memory filter," Ecological Modelling, Elsevier, vol. 200(1), pages 130-138.
- Jiang, Long & Li, Yiping & Zhao, Xu & Tillotson, Martin R. & Wang, Wencai & Zhang, Shuangshuang & Sarpong, Linda & Asmaa, Qhtan & Pan, Baozhu, 2018. "Parameter uncertainty and sensitivity analysis of water quality model in Lake Taihu, China," Ecological Modelling, Elsevier, vol. 375(C), pages 1-12.
- James, R. Thomas, 2016. "Recalibration of the Lake Okeechobee Water Quality Model (LOWQM) to extreme hydro-meteorological events," Ecological Modelling, Elsevier, vol. 325(C), pages 71-83.
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Cited by:
- Jin‐Won Yu & Ju‐Song Kim & Yun‐Chol Jong & Xia Li & Gwang‐Il Ryang, 2022. "Forecasting chlorophyll‐a concentration using empirical wavelet transform and support vector regression," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(8), pages 1691-1700, December.
- Xia, Rui & Zou, Lei & Zhang, Yuan & Zhang, Yongyong & Chen, Yan & Liu, Chengjian & Yang, Zhongwen & Ma, Shuqin, 2022. "Algal bloom prediction influenced by the Water Transfer Project in the Middle-lower Hanjiang River," Ecological Modelling, Elsevier, vol. 463(C).
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Keywords
Water quality model; Support vector machine; Algal bloom simulation; Tidal freshwater; James River;All these keywords.
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