Evaluation of CLM5.0 for simulating surface energy budget and soil hydrothermal regime in permafrost regions of the Qinghai-Tibet Plateau

IF 6.6 1区 农林科学 Q1 AGRONOMY
Agricultural and Forest Meteorology Pub Date : 2023-04-01 Epub Date: 2023-02-24 DOI:10.1016/j.agrformet.2023.109380
Junjie Ma , Ren Li , Hongchao Liu , Zhongwei Huang , Tonghua Wu , Xiaodong Wu , Lin Zhao , Guojie Hu , Yao Xiao , Yongliang Jiao , Wenhao Liu , Shenning Wang , Jianzong Shi , Yongping Qiao
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引用次数: 1

Abstract

Surface energy budget and soil hydrothermal regime are crucial for understanding the interactions between the atmosphere and land surface. However, large uncertainties in current land surface process models exist, especially for the permafrost regions in the Qinghai-Tibet Plateau. In this study, observed soil temperature, moisture, and surface energy fluxes at four sites in permafrost regions are chosen to evaluate the performance of CLM5.0. Furthermore, the soil property data, different thermal roughness length schemes, and dry surface layer (DSL) scheme are investigated. The results show that the soil property data is important for CLM5.0. The default scheme in CLM5.0 yields large errors for surface energy fluxes. The combination of the thermal roughness length and DSL scheme significantly improved the simulation of surface energy fluxes, especially for latent heat flux. The optimization of DSL scheme significantly improved soil temperature simulation and decreased the RMSE from 1.95 °C, 2.07 °C, 2.02 °C, and 2.95 °C to 1.34 °C, 1.35 °C, 1.35 °C and 2.29 °C in TGL site, respectively. The combination of the thermal roughness length and DSL scheme performed the best in shallow soil moisture, decreasing the RMSE from 0.136 m3 m−3 to 0.049 m3 m−3 in the XDT site but slightly enhancing the errors in middle soil. The interactions between surface energy and soil hydrothermal regime also discussed. However, the thermal roughness length and the DSL schemes are highly dependent on the condition of the underlying surface. Different schemes should be selected for different regions.

CLM5.0模拟青藏高原多年冻土区地表能量收支和土壤热液状况的评价
地表能量收支和土壤热液状况对于理解大气和地表之间的相互作用至关重要。然而,目前的地表过程模型存在很大的不确定性,尤其是青藏高原多年冻土区。在本研究中,选择了多年冻土区四个地点观测到的土壤温度、湿度和表面能通量来评估CLM5.0的性能。此外,还研究了土壤性质数据、不同的热粗糙度长度方案和干表层(DSL)方案。结果表明,土壤性质数据对CLM5.0具有重要意义。CLM5.0中的默认方案对表面能通量产生了很大的误差。热粗糙度长度和DSL方案的结合显著改善了表面能通量的模拟,尤其是潜热通量的模拟。DSL方案的优化显著改善了TGL场地的土壤温度模拟,并将RMSE分别从1.95°C、2.07°C、2.0 2°C和2.95°C降低到1.34°C、1.35°C、135°C和2.29°C。热粗糙度长度和DSL方案的组合在浅层土壤水分中表现最好,在XDT场地将RMSE从0.136 m3 m−3降低到0.049 m3 m−3.但在中间土壤中略微增加了误差。还讨论了地表能与土壤热液状态之间的相互作用。然而,热粗糙度长度和DSL方案高度依赖于下表面的条件。对于不同的地区,应选择不同的方案。
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来源期刊
CiteScore
10.30
自引率
9.70%
发文量
415
审稿时长
69 days
期刊介绍: Agricultural and Forest Meteorology is an international journal for the publication of original articles and reviews on the inter-relationship between meteorology, agriculture, forestry, and natural ecosystems. Emphasis is on basic and applied scientific research relevant to practical problems in the field of plant and soil sciences, ecology and biogeochemistry as affected by weather as well as climate variability and change. Theoretical models should be tested against experimental data. Articles must appeal to an international audience. Special issues devoted to single topics are also published. Typical topics include canopy micrometeorology (e.g. canopy radiation transfer, turbulence near the ground, evapotranspiration, energy balance, fluxes of trace gases), micrometeorological instrumentation (e.g., sensors for trace gases, flux measurement instruments, radiation measurement techniques), aerobiology (e.g. the dispersion of pollen, spores, insects and pesticides), biometeorology (e.g. the effect of weather and climate on plant distribution, crop yield, water-use efficiency, and plant phenology), forest-fire/weather interactions, and feedbacks from vegetation to weather and the climate system.
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