Evaluation of the Performance of CLM5.0 in Soil Hydrothermal Dynamics in Permafrost Regions on the Qinghai–Tibet Plateau

Soil hydrothermal dynamics are crucial processes for understanding the internal physical conditions of the active layer in permafrost regions. It is very difficult to obtain data in permafrost regions, especially on the Qinghai–Tibet Plateau (QTP). Land surface modes (LSMs) provide an effective tool...

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Published in:Remote Sensing
Main Authors: Shuhua Yang, Ren Li, Lin Zhao, Tonghua Wu, Xiaodong Wu, Yuxin Zhang, Jianzong Shi, Yongping Qiao
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2022
Subjects:
Online Access:https://doi.org/10.3390/rs14246228
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author Shuhua Yang
Ren Li
Lin Zhao
Tonghua Wu
Xiaodong Wu
Yuxin Zhang
Jianzong Shi
Yongping Qiao
author_facet Shuhua Yang
Ren Li
Lin Zhao
Tonghua Wu
Xiaodong Wu
Yuxin Zhang
Jianzong Shi
Yongping Qiao
author_sort Shuhua Yang
collection MDPI Open Access Publishing
container_issue 24
container_start_page 6228
container_title Remote Sensing
container_volume 14
description Soil hydrothermal dynamics are crucial processes for understanding the internal physical conditions of the active layer in permafrost regions. It is very difficult to obtain data in permafrost regions, especially on the Qinghai–Tibet Plateau (QTP). Land surface modes (LSMs) provide an effective tool for soil hydrothermal dynamics. However, it is necessary to evaluate the simulation performance before using them. Here, we used two in situ sites along with the latest version of the Community Land Model (CLM5.0) to evaluate the simulated performance in the soil hydrothermal parameters of the model in permafrost regions on the QTP. Meanwhile, the effects of soil properties, thermal roughness length, and the freeze–thaw process on the simulation results were investigated. The results showed that CLM5.0 can capture the dynamic changes in soil hydrothermal changes well in permafrost regions on the QTP. Soil moisture and thermal conductivity were more sensitive to soil properties and the freeze–thaw process, while the thermal roughness length had a greater effect on soil temperature. Notably, although we improved the soil properties and thermal roughness length, there were still some errors, especially in the soil moisture and soil thermal conductivity. It may be caused by inappropriate hydrothermal parameterizations of the model, especially the soil thermal conductivity, hydraulic conductivity, unfrozen water scheme, and snow schemes. There is an urgent need for collaboration between experts in permafrost science, hydrological science, and modelers to develop the appropriate schemes for permafrost regions and enhance the LSMs.
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spelling ftmdpi:oai:mdpi.com:/2072-4292/14/24/6228/ 2025-01-17T00:13:03+00:00 Evaluation of the Performance of CLM5.0 in Soil Hydrothermal Dynamics in Permafrost Regions on the Qinghai–Tibet Plateau Shuhua Yang Ren Li Lin Zhao Tonghua Wu Xiaodong Wu Yuxin Zhang Jianzong Shi Yongping Qiao agris 2022-12-08 application/pdf https://doi.org/10.3390/rs14246228 EN eng Multidisciplinary Digital Publishing Institute Ecological Remote Sensing https://dx.doi.org/10.3390/rs14246228 https://creativecommons.org/licenses/by/4.0/ Remote Sensing; Volume 14; Issue 24; Pages: 6228 soil hydrothermal permafrost CLM Qinghai–Tibet Plateau Text 2022 ftmdpi https://doi.org/10.3390/rs14246228 2023-08-01T07:43:04Z Soil hydrothermal dynamics are crucial processes for understanding the internal physical conditions of the active layer in permafrost regions. It is very difficult to obtain data in permafrost regions, especially on the Qinghai–Tibet Plateau (QTP). Land surface modes (LSMs) provide an effective tool for soil hydrothermal dynamics. However, it is necessary to evaluate the simulation performance before using them. Here, we used two in situ sites along with the latest version of the Community Land Model (CLM5.0) to evaluate the simulated performance in the soil hydrothermal parameters of the model in permafrost regions on the QTP. Meanwhile, the effects of soil properties, thermal roughness length, and the freeze–thaw process on the simulation results were investigated. The results showed that CLM5.0 can capture the dynamic changes in soil hydrothermal changes well in permafrost regions on the QTP. Soil moisture and thermal conductivity were more sensitive to soil properties and the freeze–thaw process, while the thermal roughness length had a greater effect on soil temperature. Notably, although we improved the soil properties and thermal roughness length, there were still some errors, especially in the soil moisture and soil thermal conductivity. It may be caused by inappropriate hydrothermal parameterizations of the model, especially the soil thermal conductivity, hydraulic conductivity, unfrozen water scheme, and snow schemes. There is an urgent need for collaboration between experts in permafrost science, hydrological science, and modelers to develop the appropriate schemes for permafrost regions and enhance the LSMs. Text permafrost MDPI Open Access Publishing Remote Sensing 14 24 6228
spellingShingle soil hydrothermal
permafrost
CLM
Qinghai–Tibet Plateau
Shuhua Yang
Ren Li
Lin Zhao
Tonghua Wu
Xiaodong Wu
Yuxin Zhang
Jianzong Shi
Yongping Qiao
Evaluation of the Performance of CLM5.0 in Soil Hydrothermal Dynamics in Permafrost Regions on the Qinghai–Tibet Plateau
title Evaluation of the Performance of CLM5.0 in Soil Hydrothermal Dynamics in Permafrost Regions on the Qinghai–Tibet Plateau
title_full Evaluation of the Performance of CLM5.0 in Soil Hydrothermal Dynamics in Permafrost Regions on the Qinghai–Tibet Plateau
title_fullStr Evaluation of the Performance of CLM5.0 in Soil Hydrothermal Dynamics in Permafrost Regions on the Qinghai–Tibet Plateau
title_full_unstemmed Evaluation of the Performance of CLM5.0 in Soil Hydrothermal Dynamics in Permafrost Regions on the Qinghai–Tibet Plateau
title_short Evaluation of the Performance of CLM5.0 in Soil Hydrothermal Dynamics in Permafrost Regions on the Qinghai–Tibet Plateau
title_sort evaluation of the performance of clm5.0 in soil hydrothermal dynamics in permafrost regions on the qinghai–tibet plateau
topic soil hydrothermal
permafrost
CLM
Qinghai–Tibet Plateau
topic_facet soil hydrothermal
permafrost
CLM
Qinghai–Tibet Plateau
url https://doi.org/10.3390/rs14246228