利用蒸汽压力亏缺动力学诊断热浪期间陆地与大气的相互作用

IF 5.9 1区 地球科学 Q1 ENGINEERING, CIVIL Journal of Hydrology Pub Date : 2024-10-17 DOI:10.1016/j.jhydrol.2024.132181
Shulin Zhang , Weiguang Wang , Jia Wei , Haiyang Qian , Charles Nduhiu Wamucii , Adriaan J. Teuling
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引用次数: 0

摘要

蒸气压差(VPD)在决定陆地-大气相互作用方面起着至关重要的作用,它为水分输送提供了一个梯度,并调节着植物的生物物理过程。陆地-大气相互作用被认为会影响热浪的演变,包括热浪的增强和传播。然而,热浪期间 VPD 动态在这种相互作用中的作用仍不清楚。在此,我们利用 VPD 与能量通量之间的皮尔逊相关系数来诊断不同气候区域和生态系统中 VPD 引起的陆地-大气相互作用,然后通过机器学习评估关键因素对这种相互作用的贡献。结果表明,在热浪期间,VPD 与显热通量(H)或潜热通量(LE)之间存在非线性耦合,既有强烈的正耦合,也有强烈的负耦合。在所有气候区,VPD 和 LE 之间都存在相当大的正耦合。然而,VPD 和 H 的耦合对气候更为敏感,在干旱和寒冷地区呈正相关,而在温带地区呈负相关。在各种植被类型中,LE 始终与 VPD 呈正相关。相反,在矮小植被中,VPD 与 H 之间的耦合往往为负,而在森林中则为正。此外,我们还发现,热浪持续时间(HWD)对 VPD 与 LE 或 H 之间的耦合有显著影响(p < 0.01)。具体来说,当热浪持续时间超过 8 天时,陆地与大气之间的相互作用会转为解耦。此外,随着热浪的演变,VPD 与能量之间的耦合方向也会发生变化。VPD 和 LE 之间的耦合方向在很大程度上受最高温度的影响。VPD 和 H 的耦合方向与植物的功能特性密切相关。我们的研究表明,要准确模拟热浪期间陆地与大气之间的相互作用,VPD 的影响是必不可少的。
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Land-atmosphere interaction during heat waves diagnosed using vapor pressure deficit dynamics
Vapor pressure deficit (VPD) plays an essential role in determining land-atmospheric interaction by proving a gradient for moisture transport and modulating the biophysical process of plants. Land-atmosphere interaction has been suggested to affect the evolution of heatwave, including its intensification and propagation. However, the role of VPD dynamics in this interaction during heat waves remains unclear. Here, we apply the Pearson correlation coefficient between VPD and energy fluxes to diagnose VPD-induced land-atmospheric interaction over different climate regions and ecosystems, and then evaluate key factors’ contributions to this interaction through machine learning. The result shows a nonlinear coupling between VPD and sensible heat fluxes (H) or latent heat fluxes (LE) during heat waves with both strong positive and negative coupling. This coupling exhibits climate and species-dependent. there is a considerable positive coupling between VPD and LE in all climate regions. However, the coupling of VPD and H is more climate-sensitive which shows positive correlations in arid and cold regions and negative coupling in temperate region. Across various vegetation types, LE consistently demonstrates a positive correlation with VPD. In contrast, the coupling between VPD and H tends to be negative in short vegetation whereas positive in forests. In addition, we discovered that the coupling between VPD and LE or H is significantly influenced by the heat wave duration (HWD) at (p < 0.01). Specifically, the land-atmospheric interaction turns decoupling when the HWD extends beyond 8 days. Furthermore, the coupling direction between VPD and energy will change as heat waves evolve. The coupling direction between VPD and LE is considerably affected by maximum temperature. The direction of VPD and H coupling is intimately related to plant functional characteristics. Our research suggests that the VPD impacts should be imperative for accurately simulating land-atmospheric interaction during heat waves.
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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