- Title
- Spatial-temporal changes and driving force analysis of green space in coastal cities of Southeast China over the past 20 years
- Creator
- Weng, Huayan; Gao, Yongchao; Su, Xinyi; Yang, Xiaodong; Cheng, Fangyan; Ma, Renfeng; Liu, Yanju; Zhang, Wen; Zheng, Liwen
- Relation
- Land Vol. 10, Issue 5, no. 537
- Publisher Link
- http://dx.doi.org/10.3390/land10050537
- Publisher
- MDPI AG
- Resource Type
- journal article
- Date
- 2021
- Description
- The purpose of this study is to reveal the spatial-temporal change and driving factors of green space in coastal cities of southeast China over the past 20 years. A supervised classification method combining support vector machines (SVMs) and visual interpretation was used to extract the green space from Landsat TM/OLI imageries from 2000–2020. The landscape pattern index was used to calculate geospatial information of green space and analyze their spatial-temporal changes. The hierarchical partitioning analysis was then used to determine the influences of anthropogenic and geographic environmental factors on the spatial-temporal changes in green space. The results indicated that the total area of green space remained constant over the past 20 years in coastal cities of southeast China (1% reduction). The spatial change of green space mainly occurred in the area near the ocean and the southern region. 41.37% of forest land was transferred from cultivated land, while 44.56%, 41.83%, 43.20%, 46.31%, 41.98% and 40.20% of shrub land, sparse woodland, other woodland, high-coverage grassland, moderate-coverage grassland and low-coverage grassland were transferred from forest land. The number of patches, patch density, edge density, landscape shape index and Shannon’s diversity index increased from 2000–2015, and then decreased to the minimum in 2020, while largest patch index continued to decline from 2000–2020. The contribution of anthropogenic factors (0.53–0.61) on the spatial-temporal changes of green space continually increased over the past 20 years, which was also higher than geographical environment factors (0.39–0.41). Our study provides a new perspective to distinguish the impact of anthropogenic activities and geographical environmental factors on the change of green space area, thereby providing a theoretical support for the construction and ecological management of green space.
- Subject
- landsat TM/OLI imagery; landscape pattern index; anthropogenic factors; geographic environmental factors; high fragmentation
- Identifier
- http://hdl.handle.net/1959.13/1426010
- Identifier
- uon:38347
- Identifier
- ISSN:2073-445X
- Rights
- This is an open access article distributed under the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
- Language
- eng
- Full Text
- Reviewed
- Hits: 7559
- Visitors: 7725
- Downloads: 166
| Thumbnail | File | Description | Size | Format | |||
|---|---|---|---|---|---|---|---|
| View Details Download | ATTACHMENT02 | Publisher version (open access) | 1 MB | Adobe Acrobat PDF | View Details Download |