Long-Term Dynamic of Poyang Lake Surface Water: A Mapping Work Based on the Google Earth Engine Cloud Platform

Remote. Sens. Pub Date : 2019-02-05 DOI:10.3390/rs11030313
Yingbing Wang, Jun Ma, Xiangming Xiao, Xinxin Wang, S. Dai, Bin Zhao
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引用次数: 70

Abstract

In recent years, the shrinkage of Poyang Lake, the largest freshwater lake in China, has raised concerns for society. The regulation of the Three Gorges Dam (TGD) has been argued to be a cause of the depletion of the lake by previous studies. However, over the past few decades, the lake’s surface water dynamic has remained poorly characterized, especially before the regulation of the TGD (2003). By calculating the inundation frequency with an index- and pixel-based water detection algorithm on Google Earth Engine (GEE), this study explored the spatial–temporal variation of the lake during 1988–2016 and compared the differences in Poyang Lake’s water body between the pre- and post-TGD periods. The year-long water body area of the lake has shown a significant decreasing trend over the past 29 years and has shifted to a smaller regime since 2006. The inundation frequency of the lake has also generally decreased since 2003, particularly at the central part of the lake, and the effects of this trend have been most severe in the spring and autumn seasons. The lake’s area has shown significant correlation with the precipitation of the Poyang Lake Basin on an inner-annual scale. The drivers of and relevant factors relating to the inter-annual variation of the lake’s surface water should be further investigated in the future.
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基于Google Earth Engine云平台的鄱阳湖地表水长期动态制图工作
近年来,中国最大的淡水湖鄱阳湖的萎缩引起了社会的关注。在以往的研究中,三峡大坝的调节一直被认为是导致湖泊枯竭的原因之一。然而,在过去的几十年里,湖泊的地表水动态特征仍然很差,特别是在三峡大坝调节之前(2003)。利用谷歌Earth Engine (GEE)上基于指数和像元的水位检测算法,计算鄱阳湖1988-2016年的淹没频率,探讨了鄱阳湖的时空变化特征,并比较了三峡前后鄱阳湖水体的差异。湖年水体面积在近29年呈明显的减少趋势,2006年以来呈较小幅度变化。自2003年以来,湖泊的淹没频率也普遍下降,特别是在湖中部,这种趋势的影响在春季和秋季最为严重。在年内尺度上,湖泊面积与鄱阳湖流域降水具有显著的相关性。湖泊地表水年际变化的驱动因素和相关因素有待进一步研究。
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