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Benthic Diatom Communities in Korean Estuaries: Species Appearances in Relation to Environmental Variables

Title
Benthic Diatom Communities in Korean Estuaries: Species Appearances in Relation to Environmental Variables
Author
김백호
Keywords
CCA; cluster analysis; benthic diatom; random forest; estuary; diatom indices
Issue Date
2019-08
Publisher
MDPI
Citation
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, v. 16, no. 15, Page. 2681-2700
Abstract
In the Korean Peninsula's southern estuaries, the distributive characteristics of epilithic diatoms and the important environmental factors predicting species occurrence were examined. The collection of diatoms and measurements of water quality and land-use were performed every May between 2009 and 2016, with no influence from the Asian monsoon and snow. Throughout the study, 564 diatoms were classified with first and second dominant species of Nitzschia inconspicua and N. perminuta. Based on diatom appearance and standing crops, the 512 sampling stations were divided into four groups by cluster analysis, and two regions, namely the West and East Sea. Geographically, G1, G2, G3, and G4 were located in the East Sea, Southeast Sea, West Sea, and Southwest Sea, respectively. Canonical correspondence analysis (CCA) results indicated that environmental factors, such as turbidity, electric conductivity (EC), and total phosphorus (TP), significantly influenced the distribution of epilithic diatoms. A random forest model showed that major environmental factors influencing the diatom species appearance included EC, salinity, turbidity, and total nitrogen. This study demonstrated that the spatial distribution of epilithic diatoms in the southern estuaries of the Korean Peninsula was determined by several factors, including a geographically higher tidal current-driven turbidity increase and higher industrial or anthropogenic nutrient-loading.
URI
https://www.mdpi.com/1660-4601/16/15/2681https://repository.hanyang.ac.kr/handle/20.500.11754/152080
ISSN
1661-7827; 1660-4601
DOI
10.3390/ijerph16152681
Appears in Collections:
COLLEGE OF NATURAL SCIENCES[S](자연과학대학) > LIFE SCIENCE(생명과학과) > Articles
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