Development of early-warning protocol for predicting chlorophyll-a concentration using machine learning models in freshwater and estuarine reservoirs, Korea

作者: Yongeun Park , Kyung Hwa Cho , Jihwan Park , Sung Min Cha , Joon Ha Kim

DOI: 10.1016/J.SCITOTENV.2014.09.005

关键词:

摘要: … water quality in lakes, reservoirs and estuaries. In this study, artificial neural network (ANN) and … to predict Chl-a concentration for the early warning in the Juam Reservoir and Yeongsan …

参考文章(81)
Donald M Anderson, Per Andersen, V Monica Bricelj, John J Cullen, JE Jack Rensel, Monitoring and Management Strategies for Harmful Algal Blooms in Coastal Waters ,(2001)
John A. Mueller, Robert V. Thomann, Principles of surface water quality modeling and control Harper & Row Publishers. ,(1987)
Russell R. Barton, Martin Meckesheimer, Chapter 18 Metamodel-Based Simulation Optimization Simulation. ,vol. 13, pp. 535- 574 ,(2006) , 10.1016/S0927-0507(06)13018-2
Yuan Xiaofang, Wang Yaonan, Parameter selection of support vector machine for function approximation based on chaos optimization Journal of Systems Engineering and Electronics. ,vol. 19, pp. 191- 197 ,(2008) , 10.1016/S1004-4132(08)60066-3
P. J. Dillon, F. H. Rigler, The phosphorus‐chlorophyll relationship in lakes1,2 Limnology and Oceanography. ,vol. 19, pp. 767- 773 ,(1974) , 10.4319/LO.1974.19.5.0767
F.M. Boyce, M.N. Charlton, D. Rathke, C.H. Mortimer, J. Bennett, Lake Erie Research: Recent Results, Remaining Gaps Journal of Great Lakes Research. ,vol. 13, pp. 826- 840 ,(1987) , 10.1016/S0380-1330(87)71693-1
Q Dortch, The interaction between ammonium and nitrate uptake in phytoplankton Marine Ecology Progress Series. ,vol. 61, pp. 183- 201 ,(1990) , 10.3354/MEPS061183
J.R. Brassard, M.J. Correia, A computer program for fitting multimodal probability density functions Computer Programs in Biomedicine. ,vol. 7, pp. 1- 20 ,(1977) , 10.1016/0010-468X(77)90032-0
Roberto Patuelli, Aura Reggiani, Peter Nijkamp, Norbert Schanne, Neural Networks for Regional Employment Forecasts: Are the Parameters Relevant? Journal of Geographical Systems. ,vol. 13, pp. 67- 85 ,(2011) , 10.1007/S10109-010-0133-5