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Temporal and spatial variations in the terrestrial water storage across Central Asia based on multiple satellite datasets and global hydrological models

机译:基于多种卫星数据集和全球水文模型的中亚跨境储存的时空变化

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Arid regions of Central Asia have sensitive ecosystems that rely heavily on terrestrial water storage which is composed of surface water storage, soil moisture storage and groundwater storage. Therefore, we employed three Gravity Recovery and Climate Experiment (GRACE) satellite datasets and five global hydrological models (GHMs) to explore the terrestrial water storage (TWS) changes over arid regions of Central Asia from 2003 to 2014. We observed significantly decreasing water storage trends in the GRACE data, which were underestimated by the GHMs. After averaging the three GRACE satellite datasets, we found that the water storage was decreasing at a rate of -4.74 mm/year. Contrary to the prevailing declining water storage trends, northeastern Kazakhstan (KAZ), and southern Xinjiang increased their water storage over the same period. The GRACE data showed that Turkmenistan (TKM), Uzbekistan (UZB) and KAZ experienced the most severe water depletions, while Tajikistan (TJK) and northwest China (NW) experienced the least significant depletions. With respect to the major river and lake basins, the Aral Sea Basin exhibited the most serious water loss (-0.60 mm/month to -0.38 mm/month). The water storage positively correlates with the precipitation; and negatively correlates, with a three-month lag, with temperature and potential evapotranspiration (PET). Partial least square regression (PLSR) had the high capability in simulating and predicting the TWS. These results provide scientific evidence and guidance for local policy makers working toward sustainable water resource management, and the resolution of international water resource disputes among Central Asian countries.
机译:中亚干旱地区具有敏感的生态系统,严重依赖陆地蓄水,陆地蓄水由地表水蓄水、土壤水分蓄水和地下水蓄水组成。因此,我们利用三个重力恢复和气候实验(GRACE)卫星数据集和五个全球水文模型(GHMs)来探索2003年至2014年中亚干旱地区的地面蓄水量(TWS)变化。我们在GRACE数据中观察到储水量显著下降的趋势,GHMs低估了这一趋势。对三个GRACE卫星数据集进行平均后,我们发现蓄水量以-4.74 mm/年的速度减少。与普遍的蓄水量下降趋势相反,哈萨克斯坦东北部(KAZ)和新疆南部在同一时期增加了蓄水量。GRACE数据显示,土库曼斯坦(TKM)、乌兹别克斯坦(UZB)和卡兹经历了最严重的水资源消耗,而塔吉克斯坦(TJK)和中国西北部(NW)经历了最不严重的水资源消耗。就主要河流和湖泊流域而言,咸海流域的失水最为严重(-0.60毫米/月至-0.38毫米/月)。蓄水量与降水量呈正相关;与温度和潜在蒸散量(PET)呈负相关,滞后三个月。偏最小二乘回归(PLSR)具有很强的模拟和预测TWS的能力。这些结果为致力于可持续水资源管理和解决中亚国家间国际水资源争端的地方决策者提供了科学依据和指导。

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