Association mining of coastline change and land use patterns to enhance conservation
文献类型：期刊论文
| 作者 | Yan, Jinfeng1; Miao, Congcong1; Su, Fenzhen2; Zhao, Yongzhu1 |
| 刊名 | ECOLOGICAL INFORMATICS
 |
| 出版日期 | 2024-05-01 |
| 卷号 | 80页码:12 |
| 关键词 | Coastal zones Coastline changes Land use patterns Association rule mining |
| ISSN号 | 1574-9541 |
| DOI | 10.1016/j.ecoinf.2024.102544 |
| 通讯作者 | Yan, Jinfeng(yanjf2004@163.com) |
| 英文摘要 | Coastal zones, as interfaces between marine and terrestrial ecosystems, possess great ecological and economic value but are environmentally fragile. This research provides a new perspective for studying development and change patterns in coastal zones, offering insights for land planning and contributing to the ecological preservation and sustainable development of coastal areas. We utilized Landsat TM and OLI sensor imagery (from the years 1990, 2000, 2010, and 2020) to extract coastline and land use information from the coastal zone of Shandong Province. Through the establishment of association mining models between coastline changes and land use patterns, the relationships between spatial layout changes and development processes in different geographical locations are revealed. In the initial stage, weak expansion and moderate changes in the coastline corresponded to units with lower land development intensity sequences. In the intermediate stage, with increasing coastline expansion and intense changes, the sequence of land development intensity was extremely strong > strong > moderate > weak from the sea to the land. This type of association was mostly distributed in the Laizhou Bay salt field and coastal port areas and was mostly focused on aquaculture and port trade, causing "strong" and "extremely strong" units of regional land development intensity. In the later stage, as coastline expansion slowed, the use of ports and docks caused the development intensity of the surrounding land to fluctuate. Farming, fishing, salt field and port construction in the coastal zone of Shandong Province were the major forms of land expansion and change. The association rules between coastline expansion or erosion and coastal development intensity revealed the impact of coastline changes on the spatial pattern from sea to land, which is important for planning layouts, optimizing industrial structures, and maximizing socioeconomic and environmental benefits in coastal areas. |
| WOS关键词 | SPATIAL ASSOCIATION ; COASTAL ; SHORELINE ; SYSTEM |
| 资助项目 | National Key Research and Devel- opment Program of China[2022YFC3103103] |
| WOS研究方向 | Environmental Sciences & Ecology |
| 语种 | 英语 |
| WOS记录号 | WOS:001195656400001 |
| 出版者 | ELSEVIER |
| 资助机构 | National Key Research and Devel- opment Program of China |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/204188]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Yan, Jinfeng |
| 作者单位 | 1.Shandong Univ Sci & Technol, Coll Geodesy & Geomat, Qingdao 266590, Peoples R China 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yan, Jinfeng,Miao, Congcong,Su, Fenzhen,et al. Association mining of coastline change and land use patterns to enhance conservation[J]. ECOLOGICAL INFORMATICS,2024,80:12. |
| APA | Yan, Jinfeng,Miao, Congcong,Su, Fenzhen,&Zhao, Yongzhu.(2024).Association mining of coastline change and land use patterns to enhance conservation.ECOLOGICAL INFORMATICS,80,12. |
| MLA | Yan, Jinfeng,et al."Association mining of coastline change and land use patterns to enhance conservation".ECOLOGICAL INFORMATICS 80(2024):12. |
入库方式： OAI收割
来源：地理科学与资源研究所
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