基于哨兵1號的洪水淹沒面積監測
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氣象探測環境代表性的高分辨率衛星遙感評估方法研究(41205126)、微波土壤水分產品與溫度植被指數相結合的干旱監測技術研究(HRM201307)、安徽省自然科學基金“淮河流域降水的準雙周振蕩特征及其所對應的環流形式”(1708085MD95)資助


Survey Study of Flood Inundation Areas Based on Sentinel1
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    摘要:

    準確及時得到洪水淹沒區域及淹沒面積,對于抗洪救災有著重要意義。洪澇災害時基本為陰雨天,光學遙感無法監測到洪水淹沒有效區域,使時效性和準確性下降,利用星載合成孔徑雷達(SAR)則不受云雨影響、可全天候觀測,及時獲得下墊面洪水淹沒區域及面積,可為洪水監測提供有力保障。本文以2016年7月長江流域洪水為例,應用哨兵1號(Sentinel1)星載合成孔徑雷達結合閾值法和偽彩色合成等方法,在GIS工具下對長江流域部分湖泊和長江干流等提取水體區域,得到淹沒范圍和分縣淹沒面積,進行洪水淹沒區變化分析,并與同期MODIS影像監測結果進行對比驗證。結果表明基于哨兵1號的水體提取方法和淹沒面積的計算可行。

    Abstract:

    It is significant to obtain the flood inundation area accurately in time in terms of fighting against flood disasters. But it is often rainy and cloudy when flood disaster happens, so the optical remote sensing is not able to survey the flood inundation area, which will decrease the timeliness and accuracy. The Synthetic Aperture Radar (SAR) can be applied to determine the flood inundation area and flood regions of the underlying surface in time, for it is not influenced by clouds and rains and can offer allweather observation. Therefore, SAR can provide a strong guarantee for flood survey. In this article, the flood disaster in the Yangtze River region occurred in July 2016 is used as an example, in which the Sentinel1 SAR data, along with threshold and RGBband methods, are used, by means of GIS tools, to successfully extract the water areas from some lakes of the Yangtze River as well as the main stream of the Yangtze River. As a result, the submerged range and the flood area of each county are obtained. The flood area is analyzed and compared with the results of the MODIS monitoring in the same period. The results show that the method of water extraction and flood area calculation based on Sentinel1 is effective, which can be the basis of researches on the application of Sentinel1 data in flood disaster evaluation.

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范偉,何彬方,姚筠,張宏群,荀尚培,劉惠敏.基于哨兵1號的洪水淹沒面積監測[J].氣象科技,2018,46(2):396~402

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  • 收稿日期:2016-12-09
  • 定稿日期:2017-11-28
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  • 在線發布日期: 2018-05-02
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