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Seasonal Changes in the Inundation Area and Water Volume of the Tonle Sap River and Its Floodplain

机译:洞里萨湖及其泛滥平原的淹没面积和水量的季节性变化

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Flood pulses occur annually along the Tonle Sap River (TSR) due to the large volume of water flowing from Tonle Sap Lake (TSL), its tributaries, and the Mekong River (MR). This study describes the seasonal changes in inundation area and water volume in the floodplain along the TSR over three years. The method employed time series remote sensing images of Moderate Resolution Imaging Spectroradiometer (MODIS) satellite data, the digital elevation model (DEM) of the Shuttle Radar Topography Mission (SRTM), bathymetric data, and observed water level data. Adding normalized difference vegetation index (NDVI) as a “third band” in the maximum likelihood classification (MLC) provided higher accuracy compared to thresholding NDVI and pure MLC (two bands) only. The results showed that the inundation area ranged from 123.8 to 3251.2 km 2 (mean: 1028.5 km 2 ) with overall accuracy of 96.9%. The estimated water volume ranged from 418.3 to 2223.9 million m 3 (mean: 917.3 million m 3 ) from the dry to wet season, respectively. Seasonally, the TSR floodplain accounted for up to 5.3% and 3.2% of the mean annual inflow and outflow of the TSR, respectively. In addition to the TSL water reservoir, the TSR and its floodplain exchanged and stabilized the flow of the MR and its downstream delta, respectively. Overall, the obtained results have enhanced our understanding of the TSR, supporting further studies on river connectivity and reversal flow in this study area.
机译:由于洞里萨湖(TSL),其支流和湄公河(MR)大量涌入水,因此每年在洞里萨河(TSR)上都会发生洪水脉冲。这项研究描述了三年内沿TSR的洪泛区淹没面积和水量的季节性变化。该方法采用了中分辨率成像光谱仪(MODIS)卫星数据,航天飞机雷达地形任务(SRTM)的数字高程模型(DEM),测深数据和观测水位数据的时间序列遥感图像。与仅对NDVI和纯MLC进行阈值处理(两个频带)相比,在最大似然分类(MLC)中添加归一化差异植被指数(NDVI)作为“第三频带”可提供更高的准确性。结果表明,淹没面积为123.8至3251.2 km 2(平均:1028.5 km 2),总准确度为96.9%。从干旱到湿季,估计的水量分别为418.3到2.239亿立方米(平均:9.173亿立方米)。从季节性上看,TSR滩区分别占TSR年均流入量和流出量的5.3%和3.2%。除了TSL水库外,TSR及其洪泛区分别交换并稳定了MR及其下游三角洲的水流。总体而言,所获得的结果加深​​了我们对TSR的理解,支持了对该研究区域中河流连通性和逆流的进一步研究。

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