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首页> 外文期刊>Hydrology and Earth System Sciences >River monitoring from satellite radar altimetry in the Zambezi River basin
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River monitoring from satellite radar altimetry in the Zambezi River basin

机译:赞比西河流域的卫星雷达测高仪进行河流监控

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摘要

Satellite radar altimetry can be used to monitor surface water levels from space. While current and past altimetry missions were designed to study oceans, retracking the waveforms returned over land allows data to be retrieved for smaller water bodies or narrow rivers. The objective of this study is the assessment of the potential for river monitoring from radar altimetry in terms of water level and discharge in the Zambezi River basin. Retracked Envisat altimetry data were extracted over the Zambezi River basin using a detailed river mask based on Landsat imagery. This allowed for stage measurements to be obtained for rivers down to 80 m wide with an RMSE relative to in situ levels of 0.32 to 0.72 m at different locations. The altimetric levels were then converted to discharge using three different methods adapted to different data-availability scenarios: first with an in situ rating curve available, secondly with one simultaneous field measurement of cross-section and discharge, and finally with only historical discharge data available. For the two locations at which all three methods could be applied, the accuracies of the different methods were found to be comparable, with RMSE values ranging from 4.1 to 6.5% of the mean annual in situ gauged amplitude for the first method and from 6.9 to 13.8% for the second and third methods. The precision obtained with the different methods was analyzed by running Monte Carlo simulations and also showed comparable values for the three approaches with standard deviations found between 5.7 and 7.2% of the mean annual in situ gauged amplitude for the first method and from 8.7 to 13.0% for the second and third methods.
机译:卫星雷达测高仪可用于监测太空中的地表水位。虽然当前和过去的高空任务旨在研究海洋,但对陆地上返回的波形进行重新跟踪可以检索较小水体或狭窄河流的数据。这项研究的目的是根据赞比西河流域的水位和流量评估雷达测高仪对河流进行监测的潜力。使用基于Landsat影像的详细河网,在赞比西河流域提取了Envisat高程数据。这样就可以对宽度小于80 m的河流进行RMSE的阶段测量,相对于不同位置的原地水位0.32至0.72 m。然后使用三种适用于不同数据可用性情况的不同方法将海拔高度转换为流量:首先具有可用的原位额定曲线,其次可以同时进行横截面和流量的现场测量,最后仅可获得历史流量数据。对于可以同时使用这三种方法的两个位置,发现不同方法的精度是可比较的,RMSE值介于第一种方法的年平均原位测量振幅的4.1%至6.5%,而6.9%至6.9%。第二种和第三种方法为13.8%。通过运行蒙特卡洛模拟分析了用不同方法获得的精度,并且还显示了三种方法的可比较值,标准偏差在第一种方法的年平均原位测量振幅的5.7%至7.2%之间,而在8.7%至13.0%之间第二和第三种方法。

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