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评估 2005 年至 2020 年期间中国陆地水存储动态及其多重驱动因素。

Assessing terrestrial water storage dynamics and multiple factors driving forces in China from 2005 to 2020.

机构信息

State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China.

State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China; Key Laboratory of Basin Water Resources and Eco-Environmental Science in Hubei Province, Changjiang River Scientific Research Institute of Changjiang Water Resources Commission, Wuhan, 430010, China; National Engineering Research Center of Geographic Information System, School of Geography and Information Engineering, China University of Geosciences (Wuhan), Wuhan, 430074, China.

出版信息

J Environ Manage. 2024 Nov;370:122464. doi: 10.1016/j.jenvman.2024.122464. Epub 2024 Sep 11.

Abstract

In the context of global warming, comprehending the dynamics of terrestrial water storage (TWS) and its responses to natural and anthropogenic factors is paramount for hydrological research and the management of water resources in China. This study utilized GRACE (Gravity Recovery and Climate Experiment)/GRACE-Follow On (GRACE-FO) satellite data to analyze terrestrial water storage across nine basins in China from 2005 to 2020 at multiple temporal and spatial scales. Subsequently, employing a Geographic detector model, potential influencing factors were identified, and an enhanced Geographically Weighted Regression (GWR) method was proposed for attributing changes in TWS in China. The findings reveal a consistent declining trend in TWS based on GRACE/GRACE-FO data across different temporal scales, with the most pronounced decreases observed in August and September. Geographic Detector analysis unveils significant interactions among various environmental factors, with climate variables playing a pivotal role in modulating hydrological characteristics of major river basins, where rising temperatures can exacerbate the severity of precipitation events, thus increasing the risk of floods and droughts. Moreover, analysis of the primary influencing factors indicates significant impacts of population density and topography on water resources in the southeastern and southwestern regions, particularly amidst increasing human activities and urbanization expansion. The results of this study are crucial for comprehending the dynamic changes and mechanisms of TWS in China, as well as for formulating water resource management strategies.

摘要

在全球变暖的背景下,理解陆地水存储(TWS)的动态及其对自然和人为因素的响应,对于中国的水文研究和水资源管理至关重要。本研究利用 GRACE(重力恢复和气候实验)/GRACE-FO(GRACE 的后续任务)卫星数据,在多个时间和空间尺度上分析了 2005 年至 2020 年期间中国九个流域的陆地水存储。随后,利用地理探测器模型,确定了潜在的影响因素,并提出了增强地理加权回归(GWR)方法来归因于中国 TWS 的变化。研究结果表明,基于 GRACE/GRACE-FO 数据,在不同的时间尺度上,TWS 呈现出一致的下降趋势,在 8 月和 9 月下降最为明显。地理探测器分析揭示了各种环境因素之间存在显著的相互作用,气候变量在调节主要河流流域的水文特征方面起着关键作用,其中气温升高会加剧降水事件的严重程度,从而增加洪旱灾害的风险。此外,主要影响因素的分析表明,人口密度和地形对东南部和西南部地区的水资源有显著影响,特别是在人类活动增加和城市化扩张的背景下。本研究的结果对于理解中国 TWS 的动态变化和机制以及制定水资源管理策略至关重要。

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