Environmental Bioindication Studies by Bayesian Network with Use of Grey Heron as Model Species

作者: Agnieszka Sujak , Andrzej Kusz , Marcin Rymarz , Ignacy Kitowski

DOI: 10.1007/S10666-016-9524-4

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摘要: The article presents a procedure for assessing the quality of environment, using eggshells birds as biomarker implemented into Bayesian network. An environmental index (EQI) was proposed and calculated on basis local indicators. Experimental data concentrations toxic elements in grey heron (Ardea cinerea) (biomarker river valleys) were used to determine empirical variables (nodes) probability distributions set these variables. A probabilistic graphical model represents multitude relationships between system that enables prediction EQI. presented is useful tool management.

参考文章(35)
Joseph Y. Halpern, Reasoning about Uncertainty ,(2003)
Thang V. Pham, Marcel Worring, Arnold W.M. Smeulders, Face detection by aggregated Bayesian network classifiers Pattern Recognition Letters. ,vol. 23, pp. 451- 461 ,(2002) , 10.1016/S0167-8655(01)00177-5
Ignacy Kitowski, Agnieszka Sujak, Wacław Strobel, Dariusz Wiącek, Marcin Rymarz, Trace elements in eggshells of the Grey Heron (Ardea cinerea) from the colony in the Roztocze Hills (South East Poland) Zoology and ecology. ,vol. 23, pp. 240- 244 ,(2013) , 10.1080/21658005.2013.817518
Adrian C. Newton, Use of a Bayesian network for Red Listing under uncertainty Environmental Modelling and Software. ,vol. 25, pp. 15- 23 ,(2010) , 10.1016/J.ENVSOFT.2009.07.016
Gema Carmona, Consuelo Varela-Ortega, John Bromley, The Use of Participatory Object-Oriented Bayesian Networks and Agro-Economic Models for Groundwater Management in Spain Water Resources Management. ,vol. 25, pp. 1509- 1524 ,(2011) , 10.1007/S11269-010-9757-Y
Will Shenton, Barry T Hart, Terence U Chan, None, A Bayesian network approach to support environmental flow restoration decisions in the Yarra River, Australia. Stochastic Environmental Research and Risk Assessment. ,vol. 28, pp. 57- 65 ,(2014) , 10.1007/S00477-013-0698-X
Hans Jørgen Henriksen, Per Rasmussen, Gyrite Brandt, Dorthe von Bülow, Finn V. Jensen, Public participation modelling using Bayesian networks in management of groundwater contamination Environmental Modelling and Software. ,vol. 22, pp. 1101- 1113 ,(2007) , 10.1016/J.ENVSOFT.2006.01.008
Eric S. Money, Kenneth H. Reckhow, Mark R. Wiesner, The use of Bayesian networks for nanoparticle risk forecasting: Model formulation and baseline evaluation Science of The Total Environment. ,vol. 426, pp. 436- 445 ,(2012) , 10.1016/J.SCITOTENV.2012.03.064