Spatially Structured Environmental Analysis of Marine Ecological Landscapes Based on Machine Vision
In this study, based on the current development status of Zhanjiang’s marine economy and ecological landscape environmental spatial structure in China, an appropriate coordination measurement model tailored to Zhanjiang’s marine economy and the ecological environment was selected. The spatially stru...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-04-01
|
| Series: | Journal of Marine Science and Engineering |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2077-1312/11/5/954 |
| _version_ | 1797599635805569024 |
|---|---|
| author | Longlong Zhang Jingwen Yuan Chulsoo Kim |
| author_facet | Longlong Zhang Jingwen Yuan Chulsoo Kim |
| author_sort | Longlong Zhang |
| collection | DOAJ |
| description | In this study, based on the current development status of Zhanjiang’s marine economy and ecological landscape environmental spatial structure in China, an appropriate coordination measurement model tailored to Zhanjiang’s marine economy and the ecological environment was selected. The spatially structured environment of marine ecological landscape (MEL) is analyzed based on machine vision (MV) technology. It established a subsystem for Zhanjiang’s marine economy and ecological landscape environmental spatial structure and chose relevant system indicators. Through data standardization, principal component analysis and regression fitting analysis, the spatial structured coordination degree of MEL is measured, and the marine economy and ecological environment are comprehensively analyzed, which is important for the future development of MEL. By charting the coordination degree trend over the years and conducting an empirical analysis of the comprehensive development level and coordination degree of Zhanjiang’s marine economy and ecological environment, policy recommendations are offered to encourage the harmonious development of Zhanjiang’s marine economy and ecological landscape environmental spatial structure. |
| first_indexed | 2024-03-11T03:37:02Z |
| format | Article |
| id | doaj.art-fa783c50ec67490f91dfbf4f33d6a70c |
| institution | Directory Open Access Journal |
| issn | 2077-1312 |
| language | English |
| last_indexed | 2024-03-11T03:37:02Z |
| publishDate | 2023-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Journal of Marine Science and Engineering |
| spelling | doaj.art-fa783c50ec67490f91dfbf4f33d6a70c2023-11-18T01:59:03ZengMDPI AGJournal of Marine Science and Engineering2077-13122023-04-0111595410.3390/jmse11050954Spatially Structured Environmental Analysis of Marine Ecological Landscapes Based on Machine VisionLonglong Zhang0Jingwen Yuan1Chulsoo Kim2Department of Marine Design Convergence Engineering, Pukyong National University, Busan 48513, Republic of KoreaDepartment of Marine Design Convergence Engineering, Pukyong National University, Busan 48513, Republic of KoreaDepartment of Industrial Design, Pukyong National University, Busan 48513, Republic of KoreaIn this study, based on the current development status of Zhanjiang’s marine economy and ecological landscape environmental spatial structure in China, an appropriate coordination measurement model tailored to Zhanjiang’s marine economy and the ecological environment was selected. The spatially structured environment of marine ecological landscape (MEL) is analyzed based on machine vision (MV) technology. It established a subsystem for Zhanjiang’s marine economy and ecological landscape environmental spatial structure and chose relevant system indicators. Through data standardization, principal component analysis and regression fitting analysis, the spatial structured coordination degree of MEL is measured, and the marine economy and ecological environment are comprehensively analyzed, which is important for the future development of MEL. By charting the coordination degree trend over the years and conducting an empirical analysis of the comprehensive development level and coordination degree of Zhanjiang’s marine economy and ecological environment, policy recommendations are offered to encourage the harmonious development of Zhanjiang’s marine economy and ecological landscape environmental spatial structure.https://www.mdpi.com/2077-1312/11/5/954machine visionmarine ecological landscapespatial structureenvironmental analysis |
| spellingShingle | Longlong Zhang Jingwen Yuan Chulsoo Kim Spatially Structured Environmental Analysis of Marine Ecological Landscapes Based on Machine Vision Journal of Marine Science and Engineering machine vision marine ecological landscape spatial structure environmental analysis |
| title | Spatially Structured Environmental Analysis of Marine Ecological Landscapes Based on Machine Vision |
| title_full | Spatially Structured Environmental Analysis of Marine Ecological Landscapes Based on Machine Vision |
| title_fullStr | Spatially Structured Environmental Analysis of Marine Ecological Landscapes Based on Machine Vision |
| title_full_unstemmed | Spatially Structured Environmental Analysis of Marine Ecological Landscapes Based on Machine Vision |
| title_short | Spatially Structured Environmental Analysis of Marine Ecological Landscapes Based on Machine Vision |
| title_sort | spatially structured environmental analysis of marine ecological landscapes based on machine vision |
| topic | machine vision marine ecological landscape spatial structure environmental analysis |
| url | https://www.mdpi.com/2077-1312/11/5/954 |
| work_keys_str_mv | AT longlongzhang spatiallystructuredenvironmentalanalysisofmarineecologicallandscapesbasedonmachinevision AT jingwenyuan spatiallystructuredenvironmentalanalysisofmarineecologicallandscapesbasedonmachinevision AT chulsookim spatiallystructuredenvironmentalanalysisofmarineecologicallandscapesbasedonmachinevision |