Permafrost Distribution along the Qinghai-Tibet Engineering Corridor, China Using High-Resolution Statistical Mapping and Modeling Integrated with Remote Sensing and GIS
Permafrost distribution in the Qinghai-Tibet Engineering Corridor (QTEC) is of growing interest due to the increase in infrastructure development in this remote area. Empirical models of mountain permafrost distribution have been established based on field sampled data, as a tool for regional-scale...
Published in: | Remote Sensing |
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Main Authors: | , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
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MDPI AG
2018
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Online Access: | https://doi.org/10.3390/rs10020215 https://doaj.org/article/cd9e9dd7aa5349e9aef554f7f968ce2f |
_version_ | 1821679663506784256 |
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author | Fujun Niu Guoan Yin Jing Luo Zhanju Lin Minghao Liu |
author_facet | Fujun Niu Guoan Yin Jing Luo Zhanju Lin Minghao Liu |
author_sort | Fujun Niu |
collection | Directory of Open Access Journals: DOAJ Articles |
container_issue | 2 |
container_start_page | 215 |
container_title | Remote Sensing |
container_volume | 10 |
description | Permafrost distribution in the Qinghai-Tibet Engineering Corridor (QTEC) is of growing interest due to the increase in infrastructure development in this remote area. Empirical models of mountain permafrost distribution have been established based on field sampled data, as a tool for regional-scale assessments of its distribution. This kind of model approach has never been applied for a large portion of this engineering corridor. In the present study, this methodology is applied to map permafrost distribution throughout the QTEC. After spatial modelling of the mean annual air temperature distribution from MODIS-LST and DEM, using high-resolution satellite image to interpret land surface type, a permafrost probability index was obtained. The evaluation results indicate that the model has an acceptable performance. Conditions highly favorable to permafrost presence (≥70%) are predicted for 60.3% of the study area, declaring a discontinuous permafrost distribution in the QTEC. This map is useful for the infrastructure development along the QTEC. In the future, local ground-truth observations will be required to confirm permafrost presence in favorable areas and to monitor permafrost evolution under the influence of climate change. |
format | Article in Journal/Newspaper |
genre | permafrost |
genre_facet | permafrost |
id | ftdoajarticles:oai:doaj.org/article:cd9e9dd7aa5349e9aef554f7f968ce2f |
institution | Open Polar |
language | English |
op_collection_id | ftdoajarticles |
op_doi | https://doi.org/10.3390/rs10020215 |
op_relation | http://www.mdpi.com/2072-4292/10/2/215 https://doaj.org/toc/2072-4292 2072-4292 doi:10.3390/rs10020215 https://doaj.org/article/cd9e9dd7aa5349e9aef554f7f968ce2f |
op_source | Remote Sensing, Vol 10, Iss 2, p 215 (2018) |
publishDate | 2018 |
publisher | MDPI AG |
record_format | openpolar |
spelling | ftdoajarticles:oai:doaj.org/article:cd9e9dd7aa5349e9aef554f7f968ce2f 2025-01-17T00:12:35+00:00 Permafrost Distribution along the Qinghai-Tibet Engineering Corridor, China Using High-Resolution Statistical Mapping and Modeling Integrated with Remote Sensing and GIS Fujun Niu Guoan Yin Jing Luo Zhanju Lin Minghao Liu 2018-02-01T00:00:00Z https://doi.org/10.3390/rs10020215 https://doaj.org/article/cd9e9dd7aa5349e9aef554f7f968ce2f EN eng MDPI AG http://www.mdpi.com/2072-4292/10/2/215 https://doaj.org/toc/2072-4292 2072-4292 doi:10.3390/rs10020215 https://doaj.org/article/cd9e9dd7aa5349e9aef554f7f968ce2f Remote Sensing, Vol 10, Iss 2, p 215 (2018) statistical model permafrost map remote sensing Qinghai-Tibet Plateau Science Q article 2018 ftdoajarticles https://doi.org/10.3390/rs10020215 2022-12-31T11:06:58Z Permafrost distribution in the Qinghai-Tibet Engineering Corridor (QTEC) is of growing interest due to the increase in infrastructure development in this remote area. Empirical models of mountain permafrost distribution have been established based on field sampled data, as a tool for regional-scale assessments of its distribution. This kind of model approach has never been applied for a large portion of this engineering corridor. In the present study, this methodology is applied to map permafrost distribution throughout the QTEC. After spatial modelling of the mean annual air temperature distribution from MODIS-LST and DEM, using high-resolution satellite image to interpret land surface type, a permafrost probability index was obtained. The evaluation results indicate that the model has an acceptable performance. Conditions highly favorable to permafrost presence (≥70%) are predicted for 60.3% of the study area, declaring a discontinuous permafrost distribution in the QTEC. This map is useful for the infrastructure development along the QTEC. In the future, local ground-truth observations will be required to confirm permafrost presence in favorable areas and to monitor permafrost evolution under the influence of climate change. Article in Journal/Newspaper permafrost Directory of Open Access Journals: DOAJ Articles Remote Sensing 10 2 215 |
spellingShingle | statistical model permafrost map remote sensing Qinghai-Tibet Plateau Science Q Fujun Niu Guoan Yin Jing Luo Zhanju Lin Minghao Liu Permafrost Distribution along the Qinghai-Tibet Engineering Corridor, China Using High-Resolution Statistical Mapping and Modeling Integrated with Remote Sensing and GIS |
title | Permafrost Distribution along the Qinghai-Tibet Engineering Corridor, China Using High-Resolution Statistical Mapping and Modeling Integrated with Remote Sensing and GIS |
title_full | Permafrost Distribution along the Qinghai-Tibet Engineering Corridor, China Using High-Resolution Statistical Mapping and Modeling Integrated with Remote Sensing and GIS |
title_fullStr | Permafrost Distribution along the Qinghai-Tibet Engineering Corridor, China Using High-Resolution Statistical Mapping and Modeling Integrated with Remote Sensing and GIS |
title_full_unstemmed | Permafrost Distribution along the Qinghai-Tibet Engineering Corridor, China Using High-Resolution Statistical Mapping and Modeling Integrated with Remote Sensing and GIS |
title_short | Permafrost Distribution along the Qinghai-Tibet Engineering Corridor, China Using High-Resolution Statistical Mapping and Modeling Integrated with Remote Sensing and GIS |
title_sort | permafrost distribution along the qinghai-tibet engineering corridor, china using high-resolution statistical mapping and modeling integrated with remote sensing and gis |
topic | statistical model permafrost map remote sensing Qinghai-Tibet Plateau Science Q |
topic_facet | statistical model permafrost map remote sensing Qinghai-Tibet Plateau Science Q |
url | https://doi.org/10.3390/rs10020215 https://doaj.org/article/cd9e9dd7aa5349e9aef554f7f968ce2f |