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Estimating the Temporal Impacts of Nearshore Fisheries on Coastal Ocean-Sourced Waste Accumulation in South Korea Using Stepwise Regression

Authors
Lee, Seung HyunHong, Seung-KweonLeem Jong SungYu, Ji-WonKIm, Hong-TaeJoung, Tae Hwan
Issue Date
7월-2024
Publisher
MDPI
Keywords
coastal waste accumulation; regression; time series; fishing activity
Citation
SUSTAINABILITY, v.16, no.13
Journal Title
SUSTAINABILITY
Volume
16
Number
13
URI
https://www.kriso.re.kr/sciwatch/handle/2021.sw.kriso/10423
DOI
10.3390/su16135663
ISSN
2071-1050
2071-1050
Abstract
Fishing activities have been recognized as one of the primary contributors to marine environmental pollution. Studies have been conducted on the impact of fishing activities on the accumulation of marine debris, but most of these studies have been conducted at specific points in time. This study collected marine debris data over four years in the coastal area of Korea. Data on the magnitude of nearshore fishing activities during the same period were collected and analyzed. Regression models were constructed to explore the impact of nearshore fishing activities on coastal waste accumulation over time. This research aimed to understand the influence of nearshore fishing activities on the accumulation of ocean-sourced coastal waste, leading to the development of a time series regression model. The results indicated that time series models have substantially more explanatory power compared to conventional models, emphasizing the importance of temporal considerations in quantifying the relationship between fishing activities and coastal litter over time.
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해양공공디지털연구본부 > 해사안전·환경연구센터 > Journal Articles
해양공공디지털연구본부 > 해사디지털서비스연구센터 > Journal Articles

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Lee, Seung Hyun
해양공공디지털연구본부 (해사안전·환경연구센터)
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