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联合机载LiDAR数据和潮汐数据自动提取潮位线
引用本文:张良,马洪超,邬建伟.联合机载LiDAR数据和潮汐数据自动提取潮位线[J].遥感学报,2012,16(2):405-416.
作者姓名:张良  马洪超  邬建伟
作者单位:华中农业大学 资源与环境学院, 湖北 武汉 430070;武汉大学 遥感信息工程学院, 湖北 武汉 430079; 武汉大学 测绘遥感信息工程国家重点实验室, 湖北 武汉 430079;武汉大学 遥感信息工程学院, 湖北 武汉 430079
基金项目:国家重点基础研究发展计划(973计划)(编号:2009CB72400704);国家自然科学基金(编号:41001257)
摘    要:首先,联合机载激光雷达(LiDAR)数据提取的海岸带数字表面模型(DSM)与验潮站数据提取的高、低潮面进行相交运算,生成"水陆二值图像",然后对其以提取边缘的方式提取高、低潮潮位线;针对LiDAR光束无法穿透水体导致低潮线附近DSM为无效值的缺陷,采取移动趋势面拟合法外推概略低潮线附近DSM,在此基础上重新提取更精确的低潮潮位线。实验表明,该方法能在较少人工干预的情况下有效提取高、低潮潮位线。

关 键 词:LiDAR  高潮潮位线  低潮潮位线  联合提取  移动趋势面拟合
收稿时间:2010/12/23 0:00:00
修稿时间:4/2/2011 12:00:00 AM

Utilization of LiDAR and tidal gauge data for automaticextracting high and low tide lines
ZHANG Liang,MA Hongchao and WU Jianwei.Utilization of LiDAR and tidal gauge data for automaticextracting high and low tide lines[J].Journal of Remote Sensing,2012,16(2):405-416.
Authors:ZHANG Liang  MA Hongchao and WU Jianwei
Institution:College of Resources and Environment, Huazhong Agricultural University, Hubei Wuhan 430070, China;School of Remote Sensing and Information Engineering, Wuhan University, Hubei Wuhan 430079, China; State Key Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Hubei Wuhan 430079, China;School of Remote Sensing and Information Engineering, Wuhan University, Hubei Wuhan 430079, China
Abstract:First, a binary image containing only land and ocean pixels is generated by intersecting the LiDAR-derived shoredigital surface model (DSM) and the ocean surface derived from tidal gauge data at first. Then a series of image processing algorithmsare applied to extract preliminary high and low tide lines. Since LiDAR pulses can not penetrate into water, some regionsnear the low tide line may have invalid DSM values. In order to overcome this disadvantage, a mobile trend surface fitting methodis used to extrapolate the DSM near low water lines, hence more accurate low tide lines can be extracted. Experimental resultsshow that this method can extract high and low tide lines effectively with less manual labors.
Keywords:LiDAR  high tide line  low tide line  combined extraction  mobile trend surface fitting
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