A Multi-agent Model to Simulate Regional Land Use Change with an Application to the Poyang Lake Area of China
文献类型：期刊论文
| 作者 | Yan Dan; Huang Heqing; Liu Gaohuan; Pan Lihu; Liu Zhijia |
| 刊名 | JOURNAL OF RESOURCES AND ECOLOGY
 |
| 出版日期 | 2012 |
| 卷号 | 3期号:4页码:349 |
| 关键词 | 土地利用/土地覆被变化 多主体建模 城市扩张 农村土地利用 有限扩散聚合算法 land use/cover change (LUCC) multi-agent model urban expansion rural land use diffusionlimited aggregation (DLA) |
| ISSN号 | 1674-764X |
| 英文摘要 | In many regions both urban expansion and rural development take place simultaneously, and for the purpose of understanding the dynamic process of land use/cover change (LUCC) in such large areas, this study develops a multi-agent based land use model. Taking the Poyang Lake area of China as a typical case, this study applies the mechanism of diffusion-limited aggregation to simulate the behavior of urban agents, while rural land use is illustrated with a bottom-up based model consisting of agent and environment layers. In the agent layer, each household agent makes its own decisions on land use, and at each time interval a government agent takes control of land use by implementing policies. According to incomes and the rate of migrant workers, household agents are divided into six categories, among which different decision rules are followed. For complex LUCC in the Poyang Lake area of China from 1985 to 2005, the artificial society model developed in this study yields results highly consistent with observations. Importantly, it is shown that governmental policies can impose significant effects on the decisions of individual household agents on land use and the multi-agent-based land use model developed in this study provides a robust means for assessing the effectiveness of governmental policies. |
| 语种 | 英语 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/193261]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 作者单位 | 中国科学院地理科学与资源研究所 |
| 推荐引用方式 GB/T 7714 | Yan Dan,Huang Heqing,Liu Gaohuan,et al. A Multi-agent Model to Simulate Regional Land Use Change with an Application to the Poyang Lake Area of China[J]. JOURNAL OF RESOURCES AND ECOLOGY,2012,3(4):349. |
| APA | Yan Dan,Huang Heqing,Liu Gaohuan,Pan Lihu,&Liu Zhijia.(2012).A Multi-agent Model to Simulate Regional Land Use Change with an Application to the Poyang Lake Area of China.JOURNAL OF RESOURCES AND ECOLOGY,3(4),349. |
| MLA | Yan Dan,et al."A Multi-agent Model to Simulate Regional Land Use Change with an Application to the Poyang Lake Area of China".JOURNAL OF RESOURCES AND ECOLOGY 3.4(2012):349. |
入库方式： OAI收割
来源：地理科学与资源研究所
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