IMHE OpenIR  > 成都山地所知识仓储(2009年以前)
Alternative TitleFusion algorithm for the information of lake boundary integration from multi-temporal remote sensing images
蒋锦刚; 李爱农; 邓伟; 宋孟强; 冯文兰; 李晓铃
Corresponding Author蒋锦刚
Source Publication湖泊科学
Other Abstract为了有效改善遥感影像提取湖泊边界信息的可靠性和精度,减少人为误差,提出了一种利用多时相遥感影像提取边界信息的加权平均融合算法以及误差的域法修正处理方法.结果表明,该方法能有效融合各时相影像信息,提高湖泊边界信息提取的可靠性,并且对融合时相变化较大的湖泊边界都有一定的普适性.通过融合算法提取的呼伦湖面积为1928.35km2,修正后的面积为1929.85km2.通过利用地统计学理论对算法的验证及误差分析,得出相对误差空间变异拟合模型的块金方差与基台值之比都小于25%,具有很强的空间相关性,修正后的数据空间相关性要优于融合数据,空间变程也得到了有效地降低,显示修正后的数据对半方差函数理论模型的拟合程度更好. 
; For improving the reliability and accuracy of lake boundary integration information from remote sensing images and reducing human error, this paper put forwards a weighted average algorithm for integrating of the border information extracted by using the multi-temporal remote sensing images, and a processing approach of error interzone correction which can integrate the various temporal information effectively and improve the reliability of extracting the lake border information. According to this fusion algorithm the area of Lake Hulun is 1928.35km2. Using the geostatistics theory to validate the errors, the area is 1929.85km2. The results illuminated that the ratio of nugget to sill is less than 25%, and the spatial correlation of the corrected data is superior to that of the integrated data. Furthermore the spatial variation range has been reduced effectively, and the extent of fitting the theoretical model is better in the corrected data than the original data.
Keyword湖泊边界 多时相遥感影像 数据融合 误差修正 空间变异
Funding Organization中国科学院“西部之光”重点项目“若尔盖高原湿地动态变化遥感监测体系研”究(08R2130130);国家自然科学基金“973”项目“黄淮海地区湿地水生态过程、水环境效应及生态安全调控”(2006CB403301);“中国湖泊水质、水量和生物资源调查”专项(2006FY110600)子项目:云贵高原湖泊卫星遥感调查(08K0010010)
Document Type期刊论文
Corresponding Author蒋锦刚
Recommended Citation
GB/T 7714
蒋锦刚,李爱农,邓伟,等. 多时相遥感影像提取湖泊边界信息的融合算法[J]. 湖泊科学,2009,21(2):264-271.
APA 蒋锦刚,李爱农,邓伟,宋孟强,冯文兰,&李晓铃.(2009).多时相遥感影像提取湖泊边界信息的融合算法.湖泊科学,21(2),264-271.
MLA 蒋锦刚,et al."多时相遥感影像提取湖泊边界信息的融合算法".湖泊科学 21.2(2009):264-271.
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