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FPT University|e-Resources > Bài báo khoa học (Scientific Articles) > Articles published by FPT lecturers >
Please use this identifier to cite or link to this item: http://ds.libol.fpt.edu.vn/handle/123456789/2097

Title: Subsequent application of self-organizing map and hidden Markov models infer community states of stream benthic macroinvertebrates
Authors: Kim, Dong-Hwan
Nguyen, Van Tuyen
Heo, Muyoung
Chon, Tae-Soo
Keywords: ecological assessment
emission probability matrix,
event sequence
Markov processes
temporal dynamics
transition probability matrix
Issue Date: 2015
Publisher: The Ecological Society of Korea
Abstract: Abstract Because an ecological community consists of diverse species that vary nonlinearly with environmental variability, its dynamics are complex and difficult to analyze. To investigate temporal variations of benthic macroinvertebrate community, we used the community data that were collected at the sampling site in Baenae Stream near Busan, Korea, which is a clean stream with minimum pollution, from July 2006 to July 2013. First, we used a self-organizing map (SOM) to heuristically derive the states that characterizes the ...
Description: 12 pages
URI: http://ds.libol.fpt.edu.vn/handle/123456789/2097
Appears in Collections:Articles published by FPT lecturers

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