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Simulation and Prediction of Territorial Spatial Layout at the Lake-Type Basin Scale: A Case Study of the Dongting Lake Basin in China from 2000 to 2050

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成果类型:
期刊论文
作者:
Luo, Ziwei;Hu, Xijun;Wang, Yezi;Chen, Cunyou
通讯作者:
Xijun Hu
作者机构:
[Chen, Cunyou; Wang, Yezi; Luo, Ziwei; Hu, Xijun] Cent South Univ Forestry & Technol, Coll Landscape Architecture, Changsha 410004, Peoples R China.
[Chen, Cunyou; Wang, Yezi; Luo, Ziwei; Hu, Xijun] Hunan Prov Big Data Engn Technol Res Ctr Nat Prote, Changsha 410004, Peoples R China.
通讯机构:
[Xijun Hu] C
College of Landscape Architecture, Central South University of Forestry and Technology, Changsha 410004, China<&wdkj&>Hunan Provincial Big Data Engineering Technology Research Center of Natural Protected Areas Landscape Resources, Changsha 410004, China<&wdkj&>Author to whom correspondence should be addressed.
语种:
英文
关键词:
SD-PLUS model;MLP-ANN model;territorial spatial layout;driving factors;Dongting Lake Basin
期刊:
Sustainability
ISSN:
2071-1050
年:
2023
卷:
15
期:
6
页码:
5074-
基金类别:
Conceptualization, Z.L. and X.H.; methodology, Z.L.; software, Z.L.; validation, Z.L. and Y.W.; formal analysis, Z.L.; investigation, Z.L.; resources, Z.L.; data curation, Z.L.; writing—original draft preparation, Z.L.; writing—review and editing, Z.L., X.H., Y.W. and C.C.; visualization, Z.L.; supervision, X.H.; project administration, X.H.; funding acquisition, X.H. All authors have read and agreed to the published version of the manuscript. This research was funded by the Key Disciplines of State Forestry Administration of China, grant number No. 21 of Forest Ren Fa, 2016; Hunan Province “Double First-class” Cultivation discipline of China, grant number No. 469 of Xiang Jiao Tong, 2018; and Hunan Provincial Innovation Foundation for Postgraduate, grant number CX20210850.
机构署名:
本校为第一机构
院系归属:
风景园林学院
摘要:
The study of spatial layout in China is changing from land use/land cover to territorial spatial layout and is mostly carried out at the administrative division scale. However, the driving factors affecting the evolution of territorial spatial layout are not all influenced by administrative boundaries. As cities are mostly centered on lakes and water systems, the evolution of territorial spatial layout in lake-type basins must have its own special characteristics. Taking the Dongting Lake Basin (DLB), a representative lake-type basin in China, as an example, this study identifies its territori...

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