Grassland Fire Disaster Risk Forecast in Xinlinguole Based on Support Vector Machine
文献类型：会议论文
| 作者 | Liao Xiaoyu ; Liu Zaoli ; Zhang Jiquan ; Tong Zhijun |
| 出版日期 | 2010 |
| 会议名称 | 4th Annual Meeting of Risk-Analysis-Council-of-China-Association-for-Disaster-Prevention |
| 会议日期 | 2010-08-17 |
| 会议地点 | Changchun, PEOPLES R CHINA |
| 关键词 | Support Vector Machine (SVM) Grassland fire disaster Risk assessment Xilinguole |
| 英文摘要 | This study presents a new methodology for risk forecast and assessment of grassland fire disaster based on support vector machine (SVM). Take Xinlinguole as an example, the hazard of grassland fire, the exposure of the region, the vulnerability and emergency response and recovery capability for grassland fire disaster are developed to as assessing indicators, and the SVM model is designed for different period in Xilingol League. Then, Grassland Fire Disaster Risk Index (GFDRI) as output is predicted, and then Xilingol League is regionalized using GIS. It is shown that the grassland fire disaster forecast model based on SVM has good assessing ability and supports local and national government agencies for grassland fire disaster management and prevention. |
| 会议主办者 | Jingshiantai Ctr Disaster Reduct & Emergency Management, China Assoc Disaster Prevent, Risk Anal Council |
| 会议录 | CHINESE PERSPECTIVE ON RISK ANALYSIS AND CRISIS RESPONSE
 |
| 会议录出版者 | ATLANTIS PRESS |
| 会议录出版地 | PARIS |
| 语种 | 中文 |
| 源URL | [http://159.226.123.10/handle/322005/4685]  |
| 专题 | 东北地理与农业生态研究所_合作研究组 |
| 推荐引用方式 GB/T 7714 | Liao Xiaoyu,Liu Zaoli,Zhang Jiquan,et al. Grassland Fire Disaster Risk Forecast in Xinlinguole Based on Support Vector Machine[C]. 见:4th Annual Meeting of Risk-Analysis-Council-of-China-Association-for-Disaster-Prevention. Changchun, PEOPLES R CHINA. 2010-08-17. |
入库方式： OAI收割
来源：东北地理与农业生态研究所
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