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Spatiotemporal Variations of Lake Surface Temperature across the Tibetan Plateau Using MODIS LST Product

机译:利用MODIS LST产品进行青藏高原湖泊表面温度的时空变化。

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Satellite remote sensing provides a powerful tool for assessing lake water surface temperature (LWST) variations, particularly for large water bodies that reside in remote areas. In this study, the MODIS land surface temperature (LST) product level 3 (MOD11A2) was used to investigate the spatiotemporal variation of LWST for 56 large lakes across the Tibetan Plateau and examine the factors affecting the LWST variations during 2000–2015. The results show that the annual cycles of LWST across the Tibetan Plateau ranged from ?19.5 °C in early February to 25.1 °C in late July. Obvious diurnal temperature differences (DTDs) were observed for various lakes, ranging from 1.3 to 8.9 °C in summer, and large and deep lakes show less DTDs variations. Overall, a LWST trend cannot be detected for the 56 lakes in the plateau over the past 15 years. However, 38 (68%) lakes show a temperature decrease trend with a mean rate of ?0.06 °C/year, and 18 (32%) lakes show a warming rate of (0.04 °C/year) based on daytime MODIS measurements. With respect to nighttime measurements, 27 (48%) lakes demonstrate a temperature increase with a mean rate of 0.051 °C/year, and 29 (52%) lakes exhibit a temperature decrease trend with a mean rate of ?0.062 °C/year. The rate of LWST change was statistically significant for 19 (21) lakes, including three (eight) warming and 17 (13) cooling lakes for daytime (nighttime) measurements, respectively. This investigation indicates that lake depth and area (volume), attitude, geographical location and water supply sources affect the spatiotemporal variations of LWST across the Tibetan Plateau.
机译:卫星遥感为评估湖泊水面温度(LWST)的变化提供了强大的工具,尤其是对于偏远地区的大型水体而言。在这项研究中,MODIS地表温度(LST)产品级别3(MOD11A2)用于调查青藏高原56个大湖的LWST的时空变化,并研究影响2000-2015年LWST变化的因素。结果表明,青藏高原的LWST的年周期范围从2月初的19.5°C到7月下旬的25.1°C。各种湖泊的昼夜温差(DTDs)明显,夏季为1.3至8.9°C,而大湖和深水湖泊的DTD变化较小。总体而言,在过去15年中无法检测到高原56个湖泊的LWST趋势。但是,根据白天的MODIS测量,有38个(68%)的湖泊表现出降温趋势,平均速率为0.06°C /年,而18个(32%)的湖泊则表现出增温率(0.04°C /年)。关于夜间测量,有27个(48%)的湖泊表现出温度升高的平均速率为0.051°C /年,而29个(52%)的湖泊表现出了温度下降趋势,平均速率为0.062°C /年。 LWST变化率在19(21)个湖泊中具有统计学意义,其中包括白天(夜间)测量的三个(八个)变暖湖泊和17(13)个降温湖泊。这项调查表明,湖泊的深度和面积(体积),姿态,地理位置和水源影响了整个青藏高原LWST的时空变化。

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