Linking glacier retreat with climate change on the Tibetan Plateau through satellite remote sensing
Under global climate change, glaciers on the Tibetan Plateau are experiencing severe retreat, which significantly impacts the regional water cycle and the occurrence of natural hazards. However, detailed insights into the spatiotemporal patterns of this retreat and its climatic drivers remain insuff...
Published in: | The Cryosphere |
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Main Authors: | , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Copernicus Publications
2024
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Subjects: | |
Online Access: | https://doi.org/10.5194/tc-18-5595-2024 https://doaj.org/article/fe7f2e5a992143fe85b24b5f8cf788a3 |
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author | F. Zhao W. Gong S. Bianchini Z. Yang |
author_facet | F. Zhao W. Gong S. Bianchini Z. Yang |
author_sort | F. Zhao |
collection | Directory of Open Access Journals: DOAJ Articles |
container_issue | 12 |
container_start_page | 5595 |
container_title | The Cryosphere |
container_volume | 18 |
description | Under global climate change, glaciers on the Tibetan Plateau are experiencing severe retreat, which significantly impacts the regional water cycle and the occurrence of natural hazards. However, detailed insights into the spatiotemporal patterns of this retreat and its climatic drivers remain insufficiently explored. In this study, an adaptive glacier extraction index (AGEI) is proposed based on the analysis of multispectral Landsat images integrated with the Google Earth Engine, and comprehensive and high-resolution mapping of glaciers on the Tibetan Plateau is realized at 5-year intervals from 1988 to 2022. Subsequently, the ERA5-Land air temperature and precipitation data are downscaled to a finer 1 km resolution. Finally, the impacts of the annual and seasonal changes in the downscaled meteorological factors on the glacier extent are quantified. Results demonstrate a rapid yet heterogeneous pattern of glacier retreat across the Tibetan Plateau between 1988 and 2022, with retreat rates ranging from 0.14 ± 0.07 % to 0.51 ± 0.09 % annually. A notable trend is observed: most glaciers experienced a decrease in extent from 1990 to 2000 followed by a slight increase from 2000 to 2010. From 2010, a majority of the glaciers exhibited either a static state or minimal retreat. The most pronounced impact of annual temperature on glacier retreat is observed in the southern Himalayas, with a value of − 9.34 × 10 3 km 2 °C −1 , and the most restraining impact of precipitation on glacier retreat reaches 261 km 2 mm −1 , which is observed in the Karakoram Range for the spring season. These insights are pivotal in comprehending the temporal and spatial heterogeneity of glacier retreats and in understanding the effects of climatic variations on the state of glaciers on the Tibetan Plateau. |
format | Article in Journal/Newspaper |
genre | The Cryosphere |
genre_facet | The Cryosphere |
id | ftdoajarticles:oai:doaj.org/article:fe7f2e5a992143fe85b24b5f8cf788a3 |
institution | Open Polar |
language | English |
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op_container_end_page | 5612 |
op_doi | https://doi.org/10.5194/tc-18-5595-2024 |
op_relation | https://tc.copernicus.org/articles/18/5595/2024/tc-18-5595-2024.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 https://doaj.org/article/fe7f2e5a992143fe85b24b5f8cf788a3 |
op_source | The Cryosphere, Vol 18, Pp 5595-5612 (2024) |
publishDate | 2024 |
publisher | Copernicus Publications |
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spelling | ftdoajarticles:oai:doaj.org/article:fe7f2e5a992143fe85b24b5f8cf788a3 2025-01-17T01:05:52+00:00 Linking glacier retreat with climate change on the Tibetan Plateau through satellite remote sensing F. Zhao W. Gong S. Bianchini Z. Yang 2024-12-01T00:00:00Z https://doi.org/10.5194/tc-18-5595-2024 https://doaj.org/article/fe7f2e5a992143fe85b24b5f8cf788a3 EN eng Copernicus Publications https://tc.copernicus.org/articles/18/5595/2024/tc-18-5595-2024.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 https://doaj.org/article/fe7f2e5a992143fe85b24b5f8cf788a3 The Cryosphere, Vol 18, Pp 5595-5612 (2024) Environmental sciences GE1-350 Geology QE1-996.5 article 2024 ftdoajarticles https://doi.org/10.5194/tc-18-5595-2024 2024-12-04T18:20:07Z Under global climate change, glaciers on the Tibetan Plateau are experiencing severe retreat, which significantly impacts the regional water cycle and the occurrence of natural hazards. However, detailed insights into the spatiotemporal patterns of this retreat and its climatic drivers remain insufficiently explored. In this study, an adaptive glacier extraction index (AGEI) is proposed based on the analysis of multispectral Landsat images integrated with the Google Earth Engine, and comprehensive and high-resolution mapping of glaciers on the Tibetan Plateau is realized at 5-year intervals from 1988 to 2022. Subsequently, the ERA5-Land air temperature and precipitation data are downscaled to a finer 1 km resolution. Finally, the impacts of the annual and seasonal changes in the downscaled meteorological factors on the glacier extent are quantified. Results demonstrate a rapid yet heterogeneous pattern of glacier retreat across the Tibetan Plateau between 1988 and 2022, with retreat rates ranging from 0.14 ± 0.07 % to 0.51 ± 0.09 % annually. A notable trend is observed: most glaciers experienced a decrease in extent from 1990 to 2000 followed by a slight increase from 2000 to 2010. From 2010, a majority of the glaciers exhibited either a static state or minimal retreat. The most pronounced impact of annual temperature on glacier retreat is observed in the southern Himalayas, with a value of − 9.34 × 10 3 km 2 °C −1 , and the most restraining impact of precipitation on glacier retreat reaches 261 km 2 mm −1 , which is observed in the Karakoram Range for the spring season. These insights are pivotal in comprehending the temporal and spatial heterogeneity of glacier retreats and in understanding the effects of climatic variations on the state of glaciers on the Tibetan Plateau. Article in Journal/Newspaper The Cryosphere Directory of Open Access Journals: DOAJ Articles The Cryosphere 18 12 5595 5612 |
spellingShingle | Environmental sciences GE1-350 Geology QE1-996.5 F. Zhao W. Gong S. Bianchini Z. Yang Linking glacier retreat with climate change on the Tibetan Plateau through satellite remote sensing |
title | Linking glacier retreat with climate change on the Tibetan Plateau through satellite remote sensing |
title_full | Linking glacier retreat with climate change on the Tibetan Plateau through satellite remote sensing |
title_fullStr | Linking glacier retreat with climate change on the Tibetan Plateau through satellite remote sensing |
title_full_unstemmed | Linking glacier retreat with climate change on the Tibetan Plateau through satellite remote sensing |
title_short | Linking glacier retreat with climate change on the Tibetan Plateau through satellite remote sensing |
title_sort | linking glacier retreat with climate change on the tibetan plateau through satellite remote sensing |
topic | Environmental sciences GE1-350 Geology QE1-996.5 |
topic_facet | Environmental sciences GE1-350 Geology QE1-996.5 |
url | https://doi.org/10.5194/tc-18-5595-2024 https://doaj.org/article/fe7f2e5a992143fe85b24b5f8cf788a3 |