Estimating small-area population growth using geographic-knowledge-guided cellular automata
文献类型：期刊论文
| 作者 | F. Benjamin Zhan; Felipe Omar Tapia Silva; Mauricio Santillana |
| 刊名 | INTERNATIONAL JOURNAL OF REMOTE SENSING
 |
| 出版日期 | 2010 |
| 卷号 | 31期号:21页码:5689-5707 |
| 英文摘要 | Estimation of small-area population counts in an intercensal year and in a future year is a challenging task. This paper presents preliminary results in the development of a geographic-knowledge-guided cellular automata (CA) for modelling growth in small geographic areas. Geographic knowledge contains rules dictating growth patterns that typically cannot be captured by a traditional CA model. Nighttime stable light images and census population counts in censal years are used to determine base-year population counts in each cell in the CA model, and these estimated base-year population counts are used to manually calibrate the model. We use census data in 1990 and 2000 in El Paso County of Texas as the base-year population data, develop a set of rules based on specific urban-growth situations in El Paso and use the model to estimate population counts in block groups in a future year in the study area. Preliminary results in El Paso County suggest that the model has the potential to produce reasonably accurate population counts in sub-county areas in a future year. Future work will include the development of computational procedures that can be used to automate the calibration of the CA model. |
| 收录类别 | SCI |
| 原文出处 | http://dl.acm.org/citation.cfm?id=1889992 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/3095]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | INTERNATIONAL JOURNAL OF REMOTE SENSING |
| 推荐引用方式 GB/T 7714 | F. Benjamin Zhan,Felipe Omar Tapia Silva,Mauricio Santillana. Estimating small-area population growth using geographic-knowledge-guided cellular automata[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING,2010,31(21):5689-5707. |
| APA | F. Benjamin Zhan,Felipe Omar Tapia Silva,&Mauricio Santillana.(2010).Estimating small-area population growth using geographic-knowledge-guided cellular automata.INTERNATIONAL JOURNAL OF REMOTE SENSING,31(21),5689-5707. |
| MLA | F. Benjamin Zhan,et al."Estimating small-area population growth using geographic-knowledge-guided cellular automata".INTERNATIONAL JOURNAL OF REMOTE SENSING 31.21(2010):5689-5707. |
入库方式： OAI收割
来源：深圳先进技术研究院
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