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由冰川融化和气候变率驱动的湖泊脉冲。

Lake pulses driven by glacier melting and climate variability.

作者信息

Ai Songtao, Shah Shoukat Ali, Cai Yi, Ling Jiajun, Chu Xinde, Wang Shijin, Yang Yuande, Ouyang Runchuan, An Jiachun, Rack Wolfgang

机构信息

Chinese Antarctic Center of Surveying and Mapping, Wuhan University, Wuhan, 430079, China.

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

出版信息

Sci Rep. 2024 Dec 30;14(1):31623. doi: 10.1038/s41598-024-78660-4.

Abstract

The Tibetan Plateau is home to numerous glaciers that are important for freshwater supply and climate regulation. These glaciers, which are highly sensitive to climatic variations, serve as vital indicators of climate change. Understanding glacier-fed hydrological systems is essential for predicting water availability and formulating climate adaptation strategies. This study investigated the dynamic fluctuations in the water level of the Blue Moon Lake Valley (BMLV), supplied by meltwater from Baishui River Glacier No. 1 on Yulong Snow Mountain. We focused on the lake pulse phenomenon-subtle yet significant water level fluctuations that have often been overlooked in prior research. By employing fast Fourier transform (FFT), multivariate regression (MVR), and random forest (RF) models, we examined the interactions among glacier melt dynamics, climatic variables, and hydrological responses. Our analysis indicates that the rate of change (ROC) in the water level fluctuates between - 0.006 and 0.01 m/min, with a median ROC of - 7.24E-06 m/min, highlighting the significant variability influenced by glacier melt and precipitation. The maximum cumulative sum (CS) value of 0.09 m suggests a net increase in the water level, predominantly due to increased precipitation, decreased evaporation, and increased glacier melting. We demonstrate that temperature critically influences glacier melt rates and water level variations, alongside solar radiation, rainfall, atmospheric pressure, and wind speed. The ROC of Baishui River Glacier No. 1 melt ranges from - 0.0016 to 0.0015 m/min, reflecting substantial variation with significant downstream implications for water availability during dry seasons. The mean interval between consecutive glacier melt peaks is approximately 2.87 h, with a strong positive linear trend R = 0.99, indicating frequent melt events. Conversely, water level peaks occur approximately every 6.5 h, with a strong positive trend R = 0.99, indicating a slower recurrence rate. The transit time for meltwater from Baishui River Glacier No. 1 to BMLV is estimated at approximately 4.16 h. Additionally, we quantify the water flux from BMLV across various timescales, highlighting the substantial contribution of glacial meltwater. This novel study systematically examines the hydrological dynamics of BMLV. This study has the potential to reveal broader implications for water resource management, ecosystem dynamics, and climate change adaptation in regions dependent on glacier-fed lakes.

摘要

青藏高原拥有众多冰川,这些冰川对淡水供应和气候调节至关重要。这些冰川对气候变化高度敏感,是气候变化的重要指标。了解冰川补给的水文系统对于预测水资源可用性和制定气候适应策略至关重要。本研究调查了由玉龙雪山白水一号冰川融水补给的蓝月湖流域(BMLV)的水位动态波动。我们关注湖泊脉冲现象——一种在以往研究中常常被忽视的微妙而显著的水位波动。通过采用快速傅里叶变换(FFT)、多元回归(MVR)和随机森林(RF)模型,我们研究了冰川融化动态、气候变量和水文响应之间的相互作用。我们的分析表明,水位变化率(ROC)在-0.006至0.01米/分钟之间波动,中位数ROC为-7.24E-06米/分钟,突出了受冰川融化和降水影响的显著变异性。最大累积和(CS)值为0.09米,表明水位净上升,主要是由于降水增加、蒸发减少和冰川融化增加。我们证明,温度除了太阳辐射、降雨、大气压力和风速外,对冰川融化速率和水位变化有至关重要的影响。白水一号冰川的融化ROC范围为-0.0016至0.0015米/分钟,反映出显著的变化,对旱季的水资源可用性有重大的下游影响。连续冰川融化峰值之间的平均间隔约为2.87小时,线性趋势R = 0.99呈强正相关,表明融化事件频繁。相反,水位峰值大约每6.5小时出现一次,线性趋势R = 0.99呈强正相关,表明重现率较低。从白水一号冰川到BMLV的融水传输时间估计约为4.16小时。此外,我们量化了BMLV在不同时间尺度上的水通量,突出了冰川融水的重大贡献。这项新颖的研究系统地研究了BMLV的水文动态。这项研究有可能揭示对依赖冰川补给湖泊的地区的水资源管理、生态系统动态和气候变化适应的更广泛影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f0e6/11685718/2eb3ad957a0b/41598_2024_78660_Fig1_HTML.jpg

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