A framework of integrating GIS and parallel computing for spatial control problems–a case study of wildfire control
文献类型：期刊论文
| 作者 | Yin, Ling; Shaw, Shih-Lung; Wang, Dali; Carr, Eric A.; Berry, Michael W.; Gross, Louis J.; Comiskey, E. Jane |
| 刊名 | International Journal of Geographical Information Science
 |
| 出版日期 | 2012 |
| 英文摘要 | Complex spatial control problems can be computationally intensive. Timely response in urgent spatial control situations such as wildfire control poses great challenges for the efficient solving of spatial control problems. Web-based and service-oriented architectures of integrating geographic information system (GIS) clients and parallel computing resources have been suggested as an effective paradigm to solve computationally intensive spatial problems. Such real-time coupling framework is highly dependent upon interactivity and on-demand availability of dedicated parallel computing resources appropriate for the problem. We present an approach to enhancing the efficiency of solving spatial control problems while offering another coupling framework of integrating computingresources from desktop GIS and parallel computing environments to alleviate such dependency. Specifically, a model knowledge database is developed to bridge the gap between desktop GIS models and parallel computing resources. Desktop GIS models can iteratively improve themselves by steering rules retrieved from the model knowledge database. To examine its effectiveness, we applied the framework to a wildfire control case. Simulation results show dramatic reduction in computation time of the improved desktop GIS model, and indicate that desktop GIS models enhanced by model knowledge databases can be useful in providing timely assistance on computationally intensive spatial control problems. |
| 收录类别 | SCI |
| 原文出处 | http://www.tandfonline.com/doi/pdf/10.1080/13658816.2011.609487 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/4191]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | International Journal of Geographical Information Science |
| 推荐引用方式 GB/T 7714 | Yin, Ling,Shaw, Shih-Lung,Wang, Dali,et al. A framework of integrating GIS and parallel computing for spatial control problems–a case study of wildfire control[J]. International Journal of Geographical Information Science,2012. |
| APA | Yin, Ling.,Shaw, Shih-Lung.,Wang, Dali.,Carr, Eric A..,Berry, Michael W..,...&Comiskey, E. Jane.(2012).A framework of integrating GIS and parallel computing for spatial control problems–a case study of wildfire control.International Journal of Geographical Information Science. |
| MLA | Yin, Ling,et al."A framework of integrating GIS and parallel computing for spatial control problems–a case study of wildfire control".International Journal of Geographical Information Science (2012). |
入库方式： OAI收割
来源：深圳先进技术研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。