Spatial differentiation and influencing factors of active layer thickness in the Da Hinggan Ling Prefecture

Active layer thickness (ALT) of permafrost changes significantly under the combined influence of human activities and climate warming, which has a significant impact on the ecological environment, hydrology, and engineering construction in cold regions. The spatial differentiation of Active layer th...

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Published in:Frontiers in Earth Science
Main Authors: Zhan, Daqing, Li, Miao, Xiao, Yang, Man, Haoran, Zang, Shuying
Format: Article in Journal/Newspaper
Language:unknown
Published: Frontiers Media SA 2023
Subjects:
Online Access:http://dx.doi.org/10.3389/feart.2022.1066662
https://www.frontiersin.org/articles/10.3389/feart.2022.1066662/full
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spelling crfrontiers:10.3389/feart.2022.1066662 2024-09-15T17:34:49+00:00 Spatial differentiation and influencing factors of active layer thickness in the Da Hinggan Ling Prefecture Zhan, Daqing Li, Miao Xiao, Yang Man, Haoran Zang, Shuying 2023 http://dx.doi.org/10.3389/feart.2022.1066662 https://www.frontiersin.org/articles/10.3389/feart.2022.1066662/full unknown Frontiers Media SA https://creativecommons.org/licenses/by/4.0/ Frontiers in Earth Science volume 10 ISSN 2296-6463 journal-article 2023 crfrontiers https://doi.org/10.3389/feart.2022.1066662 2024-08-06T04:01:33Z Active layer thickness (ALT) of permafrost changes significantly under the combined influence of human activities and climate warming, which has a significant impact on the ecological environment, hydrology, and engineering construction in cold regions. The spatial differentiation of Active layer thickness and its influencing factors have become one of the hot topics in the field of cryopedology in recent years, but there are few studies in the Da Hinggan Ling Prefecture (DHLP). In this study, the Stefan equation was used to simulate the Active layer thickness in the Da Hinggan Ling Prefecture, and the factor detection and interaction detection functions of geodetector were used to analyze the factors affecting the spatial differentiation of Active layer thickness from both natural and humanity aspects. The results showed that Active layer thickness in the Da Hinggan Ling Prefecture ranges from 58.82 cm to 212.55 cm, the determinant coefficient R 2 , MAE, RMSE between simulation results and the sampling points data were 0.86, 11.25 (cm) and 13.25 (cm), respectively. Lower Active layer thickness values are mainly distributed higher elevations in the west, which are dominated by forest (average ALT: 136.94 cm) and wetlands (average ALT: 71.88 cm), while the higher values are distributed on cultivated land (average ALT: 170.35 cm) and construction land (average ALT: 176.49 cm) in the southeast. Among the influencing factors, elevation is significantly negatively correlated with ALT. followed by summer mean LST, SLHF and snow depth. NDVI and SM has the strong explanation power for the spatial differentiation of ALT in factor detection. Regarding interactions, the explanatory power of slope ∩ snow depth is the highest of 0.83, followed by the elevation ∩ distance to settlements. The results can provide reference for the formulation of ecological environmental protection and engineering construction policies in cold regions. Article in Journal/Newspaper Active layer thickness permafrost Frontiers (Publisher) Frontiers in Earth Science 10
institution Open Polar
collection Frontiers (Publisher)
op_collection_id crfrontiers
language unknown
description Active layer thickness (ALT) of permafrost changes significantly under the combined influence of human activities and climate warming, which has a significant impact on the ecological environment, hydrology, and engineering construction in cold regions. The spatial differentiation of Active layer thickness and its influencing factors have become one of the hot topics in the field of cryopedology in recent years, but there are few studies in the Da Hinggan Ling Prefecture (DHLP). In this study, the Stefan equation was used to simulate the Active layer thickness in the Da Hinggan Ling Prefecture, and the factor detection and interaction detection functions of geodetector were used to analyze the factors affecting the spatial differentiation of Active layer thickness from both natural and humanity aspects. The results showed that Active layer thickness in the Da Hinggan Ling Prefecture ranges from 58.82 cm to 212.55 cm, the determinant coefficient R 2 , MAE, RMSE between simulation results and the sampling points data were 0.86, 11.25 (cm) and 13.25 (cm), respectively. Lower Active layer thickness values are mainly distributed higher elevations in the west, which are dominated by forest (average ALT: 136.94 cm) and wetlands (average ALT: 71.88 cm), while the higher values are distributed on cultivated land (average ALT: 170.35 cm) and construction land (average ALT: 176.49 cm) in the southeast. Among the influencing factors, elevation is significantly negatively correlated with ALT. followed by summer mean LST, SLHF and snow depth. NDVI and SM has the strong explanation power for the spatial differentiation of ALT in factor detection. Regarding interactions, the explanatory power of slope ∩ snow depth is the highest of 0.83, followed by the elevation ∩ distance to settlements. The results can provide reference for the formulation of ecological environmental protection and engineering construction policies in cold regions.
format Article in Journal/Newspaper
author Zhan, Daqing
Li, Miao
Xiao, Yang
Man, Haoran
Zang, Shuying
spellingShingle Zhan, Daqing
Li, Miao
Xiao, Yang
Man, Haoran
Zang, Shuying
Spatial differentiation and influencing factors of active layer thickness in the Da Hinggan Ling Prefecture
author_facet Zhan, Daqing
Li, Miao
Xiao, Yang
Man, Haoran
Zang, Shuying
author_sort Zhan, Daqing
title Spatial differentiation and influencing factors of active layer thickness in the Da Hinggan Ling Prefecture
title_short Spatial differentiation and influencing factors of active layer thickness in the Da Hinggan Ling Prefecture
title_full Spatial differentiation and influencing factors of active layer thickness in the Da Hinggan Ling Prefecture
title_fullStr Spatial differentiation and influencing factors of active layer thickness in the Da Hinggan Ling Prefecture
title_full_unstemmed Spatial differentiation and influencing factors of active layer thickness in the Da Hinggan Ling Prefecture
title_sort spatial differentiation and influencing factors of active layer thickness in the da hinggan ling prefecture
publisher Frontiers Media SA
publishDate 2023
url http://dx.doi.org/10.3389/feart.2022.1066662
https://www.frontiersin.org/articles/10.3389/feart.2022.1066662/full
genre Active layer thickness
permafrost
genre_facet Active layer thickness
permafrost
op_source Frontiers in Earth Science
volume 10
ISSN 2296-6463
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3389/feart.2022.1066662
container_title Frontiers in Earth Science
container_volume 10
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