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Variations in terrestrial water storage in the Lancang-Mekong river basin from GRACE solutions and land surface model

机译:宽松解决方案与陆地面积模型澜沧江河流域陆地储水的变化

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Measurement of regional water resource variations is significant for understanding water cycle and water management. This is especially true for transboundary river basins. This study investigated the terrestrial water storage dynamics of the Lancang-Mekong River basin, which has a total area of 795,000 km(2) and distributed between six countries in Southeast Asia, based on the terrestrial water storage anomalies (TWSA) from the Gravity Recovery and Climate Experiment (GRACE) satellites and the Global Land Data Assimilation System (GLDAS) model. A spatial weighted centroid analysis concept from geographical information science was introduced to track the movement of terrestrial water storage centroid of the basin. And the response of terrestrial water storage dynamics to climate variations throughout the basin was examined by quantifying the correlations of TWSA with a multi-scalar drought index. Results show that during 2003 to 2016, the upstream basin (Lancang River basin) experienced slight decreasing trends (ranging from - 2.45 to 0 km(3)/yr revealed by five different GRACE solutions), and the downstream basin (Mekong River basin) generally did not express statistically significant trends; five GRACE solutions are more consistent in the downstream basin than the upstream basin, and the mascons-based TWSA processed at Jet Propulsion Laboratory (JPL) produced quite different results with the other four solutions. Generally, there are good correlations between GRACE observations and GLDAS model. The TWSA is 1-2 month lagged correlated with precipitation, evapotranspiration, and runoff anomalies, because water from precipitation may take a long period to loss from evapotranspiration and infiltrate into the soil. In general, water storage dynamics are closely correlated with climatic dry and wet conditions at middle-long periods (6-12 months) in the basin, and the correlation coefficients in wet season are generally higher than those in dry season. However, a different pattern was found since 2010: in the 2010-2016 period, correlations between TWSA and the multi-scalar drought index in Lancang River basin reduced relative to the 2003-2009 period but became stronger in Mekong River basin after 2009. The results of this study highlight the differentiation of water storage dynamics' response to the climate variation between upstream and downstream of Lancang-Mekong basin in the period 2010-2016 and the possibility of examining basin storage disturbed by human activities in the basin.
机译:区域水资源变化的测量对于了解水循环和水管理是重要的。跨界河流盆地尤其如此。本研究调查了澜沧江河流流域的地面储水动力学,总面积为795,000公里(2),并在东南亚的六个国家之间,基于陆地水储存异常(TWSA),从重力恢复和气候实验(Grace)卫星和全球土地数据同化系统(GLDAS)模型。引入了地理信息科学的空间加权质心分析概念,以跟踪盆地陆地储水质心的运动。通过量化TWSA与多标标干旱指数的相关性来检查整个盆地整个盆地气候变化的响应。结果表明,在2003年至2016年,上游盆地(澜沧江流域)经历了略有下降的趋势(从 - 2.45到0km(3)/年,透露五种不同的恩典解决方案)和下游盆地(湄公河流域)一般没有表达统计上的重大趋势;下游盆地比上游盆地更符合五个恩典解决方案,在喷射推进实验室(JPL)处理的基于牵磨纱线的TWSA产生了与其他四种解决方案相比不同的结果。通常,Grace观测和GLDAS模型之间存在良好的相关性。 TWSA是1-2个月的滞后与降水,蒸散和径流异常相关,因为降水的水可能需要长时间丧失蒸发并渗透到土壤中。通常,储水动力学与盆地中长期(6-12个月)的气候干燥和潮湿条件密切相关,湿季节中的相关系数通常高于干燥季节中的相关系数。然而,自2010年以来发现了不同的模式:在2010-2016期间,兰邦河流域的TWSA与多标标干旱指数相对于2003 - 2009年期间,但在2009年后湄公河流域变得更加强大。该本研究结果突出了储水动力学对澜沧江盆地盆地上游和下游气候变化的差异,以及在盆地中检测盆地储存的可能性。

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