Comparative Modeling of Neighborhood Configuration Effects on Parcel-Level Urban Growth Simulation Using Vector-Based Cellular Automata
文献类型：期刊论文
| 作者 | Zhu, Mengyao1; Zhu, Jie1,4; Cao, Chenchen3; Na, Jiaming1,4; Zheng, Jiazhu1; Wang, Shu2; Chen, Honghua1,5 |
| 刊名 | TRANSACTIONS IN GIS
 |
| 出版日期 | 2025-09-28 |
| 卷号 | 29期号:7页码:e70125 |
| 关键词 | land use change model comparison neighborhood configuration parcel-level modeling urban growth simulation vector-based cellular automata |
| ISSN号 | 1361-1682 |
| DOI | 10.1111/tgis.70125 |
| 产权排序 | 4 |
| 文献子类 | Article |
| 英文摘要 | Neighborhood configuration is a key determinant of vector-based cellular automata (VCA) model behavior, particularly for accurate parcel-level urban growth simulations. Buffer-based and topology-based configurations differ in spatial metrics and anisotropy, resulting in distinct spatial domains and local interaction patterns that can significantly affect simulation outcomes. However, the comparative performance and suitability of these configurations remain underexplored. This study evaluates these two methodological approaches by combining different scope definitions and neighborhood rule algorithms within a VCA framework for simulating urban growth in five subregions of Jiangyin City, China. Key findings include: (1) While buffer-based configurations achieve similar optimal accuracy to topology-based ones, they exhibit greater fluctuations in Figure-of-Merit (FoM) trends as neighborhood size increases. (2) Neighborhood rules under both configurations exert a stronger influence on simulation accuracy, with their impact on transition probability distributions following a consistent pattern across districts. Generally, the polynomial decay function outperforms other approaches in achieving superior accuracy. (3) Neighborhood scope definitions play a more pivotal role in shaping urban expansion patterns. Buffer-based configurations are more sensitive to infilling expansion, promoting compact urban growth and suiting areas focused on internal land-use development. In contrast, topology-based configurations effectively capture edge expansion, producing dispersed urban forms and fitting regions with significant external expansion. |
| URL标识 | 查看原文 |
| WOS关键词 | IMPLEMENTATION ; CALIBRATION |
| WOS研究方向 | Geography |
| 语种 | 英语 |
| WOS记录号 | WOS:001582979400001 |
| 出版者 | WILEY |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/217446]  |
| 专题 | 资源与环境信息系统国家重点实验室_外文论文 |
| 通讯作者 | Zhu, Jie |
| 作者单位 | 1.Nanjing Forestry Univ, Coll Civil Engn, Nanjing, Peoples R China; 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Geog Informat Sci & Technol, Beijing, Peoples R China; 3.Nanjing Forestry Univ, Coll Landscape Architecture, Nanjing, Peoples R China; 4.Nanjing Normal Univ, Key Lab Virtual Geog Environm, Minist Educ, Nanjing, Peoples R China; 5.Anhui Prov Key Lab Phys Geog Environm, Chuzhou, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhu, Mengyao,Zhu, Jie,Cao, Chenchen,et al. Comparative Modeling of Neighborhood Configuration Effects on Parcel-Level Urban Growth Simulation Using Vector-Based Cellular Automata[J]. TRANSACTIONS IN GIS,2025,29(7):e70125. |
| APA | Zhu, Mengyao.,Zhu, Jie.,Cao, Chenchen.,Na, Jiaming.,Zheng, Jiazhu.,...&Chen, Honghua.(2025).Comparative Modeling of Neighborhood Configuration Effects on Parcel-Level Urban Growth Simulation Using Vector-Based Cellular Automata.TRANSACTIONS IN GIS,29(7),e70125. |
| MLA | Zhu, Mengyao,et al."Comparative Modeling of Neighborhood Configuration Effects on Parcel-Level Urban Growth Simulation Using Vector-Based Cellular Automata".TRANSACTIONS IN GIS 29.7(2025):e70125. |
入库方式： OAI收割
来源：地理科学与资源研究所
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