摘要
利用HJ-1A/1B卫星CCD数据进行黄河凌汛监测,提出了基于主成分分析和决策树的冰凌提取方法。实验结果显示,利用HJ-1A/1B卫星CCD数据能有效地提取出黄河的冰凌范围,对黄河凌汛监测具有较大的应用潜力。
Ice flood monitoring is very important for preventing river ice disaster.We use HJ-1A and HJ-1B CCD data to monitor ice flood of Yellow River and propose a decision tree method to extract river ice.The experimental results show that HJ-1A and HJ-1B are suitable for river ice identification.HJ-1A/1B CCD data has great potential in ice flood monitoring of Yellow River.
出处
《武汉大学学报(信息科学版)》
EI
CSCD
北大核心
2012年第2期141-144,124,共4页
Geomatics and Information Science of Wuhan University
基金
国家科技支撑计划资助项目(2008BAK49B07-4)
关键词
凌汛
冰凌
主成分分析
决策树
HJ
ice flood
river ice
principle component analysis
decision tree
HJ