Mapping the Thermal State of Permafrost in Northeast China Based on the Surface Frost Number Model
Under the influence of climate change and human activities, the southern boundary of the permafrost region in Northeast China, which is located at the southern edge of the permafrost area of Eurasia, has moved north, the surface temperature has increased, and the thickness of the frozen layer has de...
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ftdoajarticles:oai:doaj.org/article:ae3194586f70416ea6a801b01b7aa1ad 2023-05-15T17:55:18+02:00 Mapping the Thermal State of Permafrost in Northeast China Based on the Surface Frost Number Model Wei Shan Chengcheng Zhang Ying Guo Lisha Qiu 2022-07-01T00:00:00Z https://doi.org/10.3390/rs14133185 https://doaj.org/article/ae3194586f70416ea6a801b01b7aa1ad EN eng MDPI AG https://www.mdpi.com/2072-4292/14/13/3185 https://doaj.org/toc/2072-4292 doi:10.3390/rs14133185 2072-4292 https://doaj.org/article/ae3194586f70416ea6a801b01b7aa1ad Remote Sensing, Vol 14, Iss 3185, p 3185 (2022) Northeast China permafrost thermal state MODIS LST surface frost number normalized difference vegetation index Science Q article 2022 ftdoajarticles https://doi.org/10.3390/rs14133185 2022-12-31T01:53:33Z Under the influence of climate change and human activities, the southern boundary of the permafrost region in Northeast China, which is located at the southern edge of the permafrost area of Eurasia, has moved north, the surface temperature has increased, and the thickness of the frozen layer has decreased. At present, there is a lack of classification standards or a map of the thermal state of permafrost that can reflect the dynamic change characteristics of permafrost in Northeast China. A vegetation impact factor consisting of normalized difference vegetation index and forest canopy closure was introduced into MODIS LST products, in order to improve the applicability of products in Northeast China. Based on the improved MODIS LST data, this study analyzed the distribution and change of the mean annual surface temperature and the surface frost number ( SF nc ) from 2003 to 2019. S Fnc was used as the standard to classify the thermal state of permafrost, and a map of the thermal state distribution and changes of permafrost in Northeast China, with a spatial resolution of 1 km, was produced. Compared with the observation data of meteorological stations and field monitoring data, the reliability of classification results was nearly 95%. The map showed that there was no area of extremely stable permafrost ( SFnc ≥ 0.667), the area of stable permafrost (0.55 ≤ SF nc < 0.667) changed from 14.9 × 10 4 km 2 to 6.5 × 10 4 km 2 , the S Fnc reduced from 0.564 to 0.557, the area of semi-stable permafrost (0.51 < SFnc < 0.55) changed from 17.68 × 10 4 km 2 to 17.77 × 10 4 km 2 , the S F Nc reduced from 0.529 to 0.528, and the area of transitional or unstable permafrost (0.49 ≤ S Fnc ≤ 0.51) changed from 8.67 × 10 4 km 2 to 9.56 × 10 4 km 2 . The thermal state of permafrost decreased and the distribution of stable permafrost shrank, due to continuous rising air temperature. The overall change characteristics of the thermal state distribution of permafrost were that the southern boundary of the permafrost region ... Article in Journal/Newspaper permafrost Directory of Open Access Journals: DOAJ Articles Remote Sensing 14 13 3185 |
institution |
Open Polar |
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Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Northeast China permafrost thermal state MODIS LST surface frost number normalized difference vegetation index Science Q |
spellingShingle |
Northeast China permafrost thermal state MODIS LST surface frost number normalized difference vegetation index Science Q Wei Shan Chengcheng Zhang Ying Guo Lisha Qiu Mapping the Thermal State of Permafrost in Northeast China Based on the Surface Frost Number Model |
topic_facet |
Northeast China permafrost thermal state MODIS LST surface frost number normalized difference vegetation index Science Q |
description |
Under the influence of climate change and human activities, the southern boundary of the permafrost region in Northeast China, which is located at the southern edge of the permafrost area of Eurasia, has moved north, the surface temperature has increased, and the thickness of the frozen layer has decreased. At present, there is a lack of classification standards or a map of the thermal state of permafrost that can reflect the dynamic change characteristics of permafrost in Northeast China. A vegetation impact factor consisting of normalized difference vegetation index and forest canopy closure was introduced into MODIS LST products, in order to improve the applicability of products in Northeast China. Based on the improved MODIS LST data, this study analyzed the distribution and change of the mean annual surface temperature and the surface frost number ( SF nc ) from 2003 to 2019. S Fnc was used as the standard to classify the thermal state of permafrost, and a map of the thermal state distribution and changes of permafrost in Northeast China, with a spatial resolution of 1 km, was produced. Compared with the observation data of meteorological stations and field monitoring data, the reliability of classification results was nearly 95%. The map showed that there was no area of extremely stable permafrost ( SFnc ≥ 0.667), the area of stable permafrost (0.55 ≤ SF nc < 0.667) changed from 14.9 × 10 4 km 2 to 6.5 × 10 4 km 2 , the S Fnc reduced from 0.564 to 0.557, the area of semi-stable permafrost (0.51 < SFnc < 0.55) changed from 17.68 × 10 4 km 2 to 17.77 × 10 4 km 2 , the S F Nc reduced from 0.529 to 0.528, and the area of transitional or unstable permafrost (0.49 ≤ S Fnc ≤ 0.51) changed from 8.67 × 10 4 km 2 to 9.56 × 10 4 km 2 . The thermal state of permafrost decreased and the distribution of stable permafrost shrank, due to continuous rising air temperature. The overall change characteristics of the thermal state distribution of permafrost were that the southern boundary of the permafrost region ... |
format |
Article in Journal/Newspaper |
author |
Wei Shan Chengcheng Zhang Ying Guo Lisha Qiu |
author_facet |
Wei Shan Chengcheng Zhang Ying Guo Lisha Qiu |
author_sort |
Wei Shan |
title |
Mapping the Thermal State of Permafrost in Northeast China Based on the Surface Frost Number Model |
title_short |
Mapping the Thermal State of Permafrost in Northeast China Based on the Surface Frost Number Model |
title_full |
Mapping the Thermal State of Permafrost in Northeast China Based on the Surface Frost Number Model |
title_fullStr |
Mapping the Thermal State of Permafrost in Northeast China Based on the Surface Frost Number Model |
title_full_unstemmed |
Mapping the Thermal State of Permafrost in Northeast China Based on the Surface Frost Number Model |
title_sort |
mapping the thermal state of permafrost in northeast china based on the surface frost number model |
publisher |
MDPI AG |
publishDate |
2022 |
url |
https://doi.org/10.3390/rs14133185 https://doaj.org/article/ae3194586f70416ea6a801b01b7aa1ad |
genre |
permafrost |
genre_facet |
permafrost |
op_source |
Remote Sensing, Vol 14, Iss 3185, p 3185 (2022) |
op_relation |
https://www.mdpi.com/2072-4292/14/13/3185 https://doaj.org/toc/2072-4292 doi:10.3390/rs14133185 2072-4292 https://doaj.org/article/ae3194586f70416ea6a801b01b7aa1ad |
op_doi |
https://doi.org/10.3390/rs14133185 |
container_title |
Remote Sensing |
container_volume |
14 |
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13 |
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3185 |
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1766163213648396288 |