[关键词]
[摘要]
为研究现有水位提取方法优劣性,指导未来在不同场景的应用,通过对比传统雷达、合成孔径雷达和其他高度计的优劣,综述全波形和基于子波的重跟踪算法研究进展,综合发现合成孔径雷达高度计精度更高,激光高度计具有小足迹的绝对优势,宽刈幅高度计可提高数据覆盖度。狭窄主波峰和多回波波峰一致重跟踪算法适用于地形平坦的大中型河湖,基于波形分类的目标波形重跟踪和双峰校正法适用于大型湖泊,多子波多权重阈值法适用于地形复杂的大中型河流,TIC算法适用于山区狭窄河流。目前,基于星载高度计提取水位,在山区河流和中小水体监测方面还存在局限,组建卫星星座,提高监测数据的连续性、覆盖度,发展高精度智能算法,是未来重点发展方向。
[Key word]
[Abstract]
Due to climate and topography and there are few water level surface monitoring sites of rivers,lakes and reservoirs,poor continuity of monitoring data and high cost of monitoring,which brings great inconvenience to the scientific assessment of water reserves and the study of the impact of climate change.The development of multitemporal resolution remote sensing technology brings a new opportunity for longterm and rapid monitoring of water level in a large range.The satellite altimeters with low cost,high efficiency,and wide monitoring range allows for extracting the water level which is particularly important for areas where there are lack of in-situ observations. Comparing the methods of traditional radar,synthetic aperture radar(SAR),and other altimeters,this paper reviews advances in applying fullwaveform and wavelet retracking algorithm for various inland water extracting in order to study the merits and demerits of the existing water level extraction method and guide its future application in different scenes,as well puts forward the proposal of improved method for future of satellite altimeters. The results revealed that the subsequent launches of conventional radar altimeter has been gradually improved in spatial and temporal resolution,the measurement precision has been gradually improved,and the time series is longer than before,but it is difficult for the relatively large footprint to monitor small and mediumsized water bodies,and the operation task has basically ended.SAR altimeter is the main satellite altimeter currently in orbit and will be launched,which can enhance the accuracy,reduce the footprint,and make the echo characteristics of water body more obvious.But it has the short operation time and the low data temporal and spatial coverage.It can be combined with the traditional radar altimeter through precision correction to extend the water level time series.Laser altimeter has the absolute advantage of small footprint,high measuring accuracy,more water bodies that can be monitored than most satellite altimeter,and low time resolution.The design of the wide swath altimeter can improve spatial and temporal coverage of data significantly.It can make up for the deficiency of the existing satellite altimeter trajectory only linear monitoring after launch,and promote the application of satellite altimeter water level extraction data in production practice.And it is expected to become the mainstream satellite altimeter in the future.The narrow primary peak retracker and multiple waveform persistent peak retracker have become available for large and mediumsized rivers and lakes with flat terrain.The target waveform retracker based on waveform classification is suitable for large lakes.The bimodal correction algorithm is suitable for lakes with frozen period in cold regions of high latitude.The threshold retracker with multisubwave and multiweight is applicable for large and mediumsized rivers with complex terrain.The TIC algorithm is applicable to detect the level changes in narrow mountain rivers. At present,the water level extraction based on satellite altimeters have limitations in monitoring mountain rivers and,small and mediumsized water bodies due to the complex topographic conditions around the water body and the limitation of the width of the altimeter transit track in the water body.It will be the key development directions in the future to launch new satellite altimeters such as widesweep altimeter,build satellite constellations,improve the continuity and coverage of monitoring data,and develop the high-precision intelligent algorithms.
[中图分类号]
[基金项目]
国家重点研发计划(2017YFC0403600);青海省重点研发与转化计划(2019-SF-146)