Simulating urban growth processes by integrating cellular automata model and artificial optimization in Binhai New Area of Tianjin, China
文献类型：期刊论文
| 作者 | Yao, Fengmei1; Hao, Cui1; Zhang, Jiahua1 |
| 刊名 | GEOCARTO INTERNATIONAL
 |
| 出版日期 | 2016 |
| 卷号 | 31期号:6页码:612-627 |
| 关键词 | LIDAR DATA INDIVIDUAL TREES STANDING TREES FOREST AIRBORNE IMAGES ENVIRONMENT DELINEATION PROFILES TEXTURE |
| 通讯作者 | Zhang, JH (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China. |
| 英文摘要 | This study presents an optimized algorithm into the cellular automata (CA) models for urban growth simulation in Binhai New Area of Tianjin, China. The optimized CA model by particle swarm optimization (PSO) was compared with the logistic-based cellular automata (LOGIT-CA) model to see the effects of the simulation. The study evaluated the stochastic disturbance in the development of urban growth using the Monte Carlo method; the coefficient d determined the state of urban growth. The validation was conducted by both cross-tabulation test and structural measurements. The results showed that the simulations of PSO-CA were better than LOGIT-CA model, indicating an improvement in the spatio-temporal simulation of urban growth and land use changes in study area. Since the simulations reached their best values when the coefficient was between 1 and 2, the urban growth in the study area was in the period of conversion from spontaneous growth to edge-expansion and infilling growth. |
| 学科主题 | Environmental Sciences & Ecology; Geology; Remote Sensing; Imaging Science & Photographic Technology |
| 类目[WOS] | Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000371638000002 |
| 源URL | [http://ir.radi.ac.cn/handle/183411/39532]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1.Univ Chinese Acad Sci, Key Lab Computat Geodynam, Beijing, Peoples R China 2.Beijing Meteorol Serv, Beijing, Peoples R China 3.Chinese Acad Meteorol Sci, Beijing, Peoples R China 4.Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yao, Fengmei,Hao, Cui,Zhang, Jiahua. Simulating urban growth processes by integrating cellular automata model and artificial optimization in Binhai New Area of Tianjin, China[J]. GEOCARTO INTERNATIONAL,2016,31(6):612-627. |
| APA | Yao, Fengmei,Hao, Cui,&Zhang, Jiahua.(2016).Simulating urban growth processes by integrating cellular automata model and artificial optimization in Binhai New Area of Tianjin, China.GEOCARTO INTERNATIONAL,31(6),612-627. |
| MLA | Yao, Fengmei,et al."Simulating urban growth processes by integrating cellular automata model and artificial optimization in Binhai New Area of Tianjin, China".GEOCARTO INTERNATIONAL 31.6(2016):612-627. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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