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CAS-ESM2.0中植被水力方案的引入对中国夏季降水模拟的影响研究

Introducing Plant Hydraulic Parameterization Scheme into CAS-ESM2.0 and Its Impact on Summer Precipitation Simulation over China

  • 摘要: 基于中国科学院自主研发的第二代地球系统模式CAS-ESM2.0,本研究通过在陆面分量模式CoLM (Common Land Model) 中引入植被水力模型以替换原有的经验性方案,开展了两组34年(1981~2014年)的AMIP(Atmospheric Model Intercomparison Project)数值模拟试验,探讨了植被水力方案改进对中国夏季降水模拟的影响。结果表明,植被水力模型的改进能够显著降低CAS-ESM2.0对中国夏季降水气候态的模拟偏差,特别是显著改进了中国东部、青藏高原降水的低估,青藏高原以东的川西地区降水高估的偏差,同时也改善了夏季降水年际变率和极端大雨日数的模拟性能。进一步分析显示,植被水力方案的改进显著减小了土壤湿度在长江流域偏干、青藏高原偏湿的模式模拟偏差,降低了我国中东部以及青藏高原地表感热通量和潜热通量的模拟偏差,改善了模式对陆气相互作用过程的模拟能力。陆气相互作用的改进显著提升了模式对东亚季风环流的模拟,改进后的模式模拟的西北太平洋海平面气压的负偏差显著降低,有利于西南季风以及西北太平洋向我国东部的水汽输送,同时在对流层低层出现反气旋异常响应,有效改善了中国东部南风偏弱及水汽辐合偏弱的模拟偏差,使得我国东部降水负偏差显著减小。以上结果表明,包括植被水力过程的陆气相互作用的合理表述是改善东亚夏季降水模拟的重要途径之一。

     

    Abstract: Based on the second-generation Chinese Academy of Sciences Earth System Model (CAS-ESM2.0), this study firstly introduced a Plant Hydraulics Scheme (PHS) into the land surface component model, CoLM (Common Land Model), to replace the original empirical scheme. Two sets of 34-year (1981~2014) AMIP (Atmospheric Model Intercomparison Project) numerical simulation experiments were then conducted to investigate the impacts of the improved PHS on the simulation of summer precipitation over China. The results demonstrate that the improvement of the plant hydraulics processes significantly reduces the climatological biases of summer precipitation in China by CAS-ESM2.0 model. Notably, it improves the underestimation of precipitation in eastern China and Tibetan Plateau, as well as the overestimation of precipitation in the western Sichuan region. Additionally, it enhances the simulation performance for interannual variability of summer precipitation and the frequency of extreme heavy rainfall days. Further analysis reveals that the improved PHS substantially reduce the model biases in soil moisture, specifically the overly dry bias over the Yangtze River Basin and the wet bias over the Tibetan Plateau. The modifications also reduce biases in simulating surface sensible flux and surface latent heat flux over the Yangtze River Basin, North China, and Tibetan Plateau, thereby improving the model’s representation of land-atmosphere interactions. The improved land-atmosphere coupling significantly enhances the model"s ability to simulate the East Asian monsoon circulation. Specifically, the improved model reduces the negative bias in simulated sea-level pressure over the northwestern Pacific, which favors the intensification of the southwest monsoon and moisture transport from the northwestern Pacific to eastern China. Concurrently, an anticyclonic circulation anomaly can be found in the lower troposphere, which effectively reduces the model biases in the underestimation of weak southerly winds and insufficient moisture convergence over eastern China, leading to a remarkable reduction in precipitation underestimation in eastern China. These findings underscore that an appropriate representation of land-atmosphere interactions, particularly incorporating plant hydraulic processes, is critical for improving simulations of East Asian summer precipitation.

     

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