The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores

The permafrost organic carbon (OC) stock is of global significance because of its large pool size and the potential positive feedback to climate warming. However, due to the lack of systematic field observations and appropriate upscaling methodologies, substantial uncertainties exist in the permafro...

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Published in:Global Change Biology
Main Authors: Ding, Jinzhi, Li, Fei, Yang, Guibiao, Chen, Leiyi, Zhang, Beibei, Liu, Li, Fang, Kai, Qin, Shuqi, Chen, Yongliang, Peng, Yunfeng, Ji, Chengjun, He, Honglin, Smith, Pete, Yang, Yuanhe
Other Authors: Yang, YH (reprint author), Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China., Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China., Univ Chinese Acad Sci, Beijing 100049, Peoples R China., Inner Mongolia Univ Technol, Hohhot 010051, Inner Mongolia, Peoples R China., Peking Univ, Dept Ecol, Beijing 100871, Peoples R China., Peking Univ, Key Lab Earth Surface Proc, Minist Educ, Beijing 100871, Peoples R China., Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling, Beijing 100101, Peoples R China., Univ Aberdeen, Inst Biol & Environm Sci, Aberdeen AB24 3UU, Scotland.
Format: Journal/Newspaper
Language:English
Published: GLOBAL CHANGE BIOLOGY 2016
Subjects:
Online Access:https://hdl.handle.net/20.500.11897/434757
https://doi.org/10.1111/gcb.13257
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spelling ftpekinguniv:oai:localhost:20.500.11897/434757 2023-05-15T15:18:38+02:00 The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores Ding, Jinzhi Li, Fei Yang, Guibiao Chen, Leiyi Zhang, Beibei Liu, Li Fang, Kai Qin, Shuqi Chen, Yongliang Peng, Yunfeng Ji, Chengjun He, Honglin Smith, Pete Yang, Yuanhe Yang, YH (reprint author), Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China. Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China. Univ Chinese Acad Sci, Beijing 100049, Peoples R China. Inner Mongolia Univ Technol, Hohhot 010051, Inner Mongolia, Peoples R China. Peking Univ, Dept Ecol, Beijing 100871, Peoples R China. Peking Univ, Key Lab Earth Surface Proc, Minist Educ, Beijing 100871, Peoples R China. Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling, Beijing 100101, Peoples R China. Univ Aberdeen, Inst Biol & Environm Sci, Aberdeen AB24 3UU, Scotland. 2016 https://hdl.handle.net/20.500.11897/434757 https://doi.org/10.1111/gcb.13257 en eng GLOBAL CHANGE BIOLOGY GLOBAL CHANGE BIOLOGY.2016,22(8),2688-2701. 1390637 1354-1013 http://hdl.handle.net/20.500.11897/434757 1365-2486 doi:10.1111/gcb.13257 26913840 WOS:000380016800005 PubMed SCI alpine permafrost carbon-climate feedback deep sediment soil organic carbon stock support vector machine SOIL ORGANIC-CARBON SUPPORT VECTOR MACHINES CLIMATE-CHANGE ARCTIC REGION VEGETATION CHINA STORAGE GRASSLANDS SIBERIA MATTER Journal 2016 ftpekinguniv https://doi.org/20.500.11897/434757 https://doi.org/10.1111/gcb.13257 2021-08-01T10:48:03Z The permafrost organic carbon (OC) stock is of global significance because of its large pool size and the potential positive feedback to climate warming. However, due to the lack of systematic field observations and appropriate upscaling methodologies, substantial uncertainties exist in the permafrost OC budget, which limits our understanding of the fate of frozen carbon in a warming world. In particular, the lack of comprehensive estimates of OC stocks across alpine permafrost means that current knowledge on this issue remains incomplete. Here, we evaluated the pool size and spatial variations of permafrost OC stock to 3m depth on the Tibetan Plateau by combining systematic measurements from a substantial number of pedons (i.e. 342 three-metre-deep cores and 177 50-cm-deep pits) with a machine learning technique (i.e. support vector machine, SVM). We also quantified uncertainties in permafrost carbon budget by conducting Monte Carlo simulations. Our results revealed that the combination of systematic measurements with the SVM model allowed spatially explicit estimates to be made. The OC density (OC amount per unit area, OCD) exhibited a decreasing trend from the south-eastern to the north-western plateau, with the exception that OCD in the swamp meadow was substantially higher than that in surrounding regions. Our results also demonstrated that Tibetan permafrost stored a large amount of OC in the top 3m, with the median OC pool size being 15.31 Pg C (interquartile range: 13.03-17.77Pg C). 44% of OC occurred in deep layers (i.e. 100-300cm), close to the proportion observed across the northern circumpolar permafrost region. The large carbon pool size together with significant permafrost thawing suggests a risk of carbon emissions and positive climate feedback across the Tibetan alpine permafrost region. National Basic Research Program of China on Global Change [2014CB954001, 2015CB954201]; National Natural Science Foundation of China [31322011, 41371213]; Chinese Acedemy of Sciences-Peking University Pioneer Collaboration Team; Thousand Young Talents Program SCI(E) PubMed ARTICLE yhyang@ibcas.ac.cn 8 2688-2701 22 Journal/Newspaper Arctic Climate change permafrost Siberia Peking University Institutional Repository (PKU IR) Arctic Global Change Biology 22 8 2688 2701
institution Open Polar
collection Peking University Institutional Repository (PKU IR)
op_collection_id ftpekinguniv
language English
topic alpine permafrost
carbon-climate feedback
deep sediment
soil organic carbon stock
support vector machine
SOIL ORGANIC-CARBON
SUPPORT VECTOR MACHINES
CLIMATE-CHANGE
ARCTIC REGION
VEGETATION
CHINA
STORAGE
GRASSLANDS
SIBERIA
MATTER
spellingShingle alpine permafrost
carbon-climate feedback
deep sediment
soil organic carbon stock
support vector machine
SOIL ORGANIC-CARBON
SUPPORT VECTOR MACHINES
CLIMATE-CHANGE
ARCTIC REGION
VEGETATION
CHINA
STORAGE
GRASSLANDS
SIBERIA
MATTER
Ding, Jinzhi
Li, Fei
Yang, Guibiao
Chen, Leiyi
Zhang, Beibei
Liu, Li
Fang, Kai
Qin, Shuqi
Chen, Yongliang
Peng, Yunfeng
Ji, Chengjun
He, Honglin
Smith, Pete
Yang, Yuanhe
The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores
topic_facet alpine permafrost
carbon-climate feedback
deep sediment
soil organic carbon stock
support vector machine
SOIL ORGANIC-CARBON
SUPPORT VECTOR MACHINES
CLIMATE-CHANGE
ARCTIC REGION
VEGETATION
CHINA
STORAGE
GRASSLANDS
SIBERIA
MATTER
description The permafrost organic carbon (OC) stock is of global significance because of its large pool size and the potential positive feedback to climate warming. However, due to the lack of systematic field observations and appropriate upscaling methodologies, substantial uncertainties exist in the permafrost OC budget, which limits our understanding of the fate of frozen carbon in a warming world. In particular, the lack of comprehensive estimates of OC stocks across alpine permafrost means that current knowledge on this issue remains incomplete. Here, we evaluated the pool size and spatial variations of permafrost OC stock to 3m depth on the Tibetan Plateau by combining systematic measurements from a substantial number of pedons (i.e. 342 three-metre-deep cores and 177 50-cm-deep pits) with a machine learning technique (i.e. support vector machine, SVM). We also quantified uncertainties in permafrost carbon budget by conducting Monte Carlo simulations. Our results revealed that the combination of systematic measurements with the SVM model allowed spatially explicit estimates to be made. The OC density (OC amount per unit area, OCD) exhibited a decreasing trend from the south-eastern to the north-western plateau, with the exception that OCD in the swamp meadow was substantially higher than that in surrounding regions. Our results also demonstrated that Tibetan permafrost stored a large amount of OC in the top 3m, with the median OC pool size being 15.31 Pg C (interquartile range: 13.03-17.77Pg C). 44% of OC occurred in deep layers (i.e. 100-300cm), close to the proportion observed across the northern circumpolar permafrost region. The large carbon pool size together with significant permafrost thawing suggests a risk of carbon emissions and positive climate feedback across the Tibetan alpine permafrost region. National Basic Research Program of China on Global Change [2014CB954001, 2015CB954201]; National Natural Science Foundation of China [31322011, 41371213]; Chinese Acedemy of Sciences-Peking University Pioneer Collaboration Team; Thousand Young Talents Program SCI(E) PubMed ARTICLE yhyang@ibcas.ac.cn 8 2688-2701 22
author2 Yang, YH (reprint author), Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China.
Chinese Acad Sci, Inst Bot, State Key Lab Vegetat & Environm Change, Beijing 100093, Peoples R China.
Univ Chinese Acad Sci, Beijing 100049, Peoples R China.
Inner Mongolia Univ Technol, Hohhot 010051, Inner Mongolia, Peoples R China.
Peking Univ, Dept Ecol, Beijing 100871, Peoples R China.
Peking Univ, Key Lab Earth Surface Proc, Minist Educ, Beijing 100871, Peoples R China.
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling, Beijing 100101, Peoples R China.
Univ Aberdeen, Inst Biol & Environm Sci, Aberdeen AB24 3UU, Scotland.
format Journal/Newspaper
author Ding, Jinzhi
Li, Fei
Yang, Guibiao
Chen, Leiyi
Zhang, Beibei
Liu, Li
Fang, Kai
Qin, Shuqi
Chen, Yongliang
Peng, Yunfeng
Ji, Chengjun
He, Honglin
Smith, Pete
Yang, Yuanhe
author_facet Ding, Jinzhi
Li, Fei
Yang, Guibiao
Chen, Leiyi
Zhang, Beibei
Liu, Li
Fang, Kai
Qin, Shuqi
Chen, Yongliang
Peng, Yunfeng
Ji, Chengjun
He, Honglin
Smith, Pete
Yang, Yuanhe
author_sort Ding, Jinzhi
title The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores
title_short The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores
title_full The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores
title_fullStr The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores
title_full_unstemmed The permafrost carbon inventory on the Tibetan Plateau: a new evaluation using deep sediment cores
title_sort permafrost carbon inventory on the tibetan plateau: a new evaluation using deep sediment cores
publisher GLOBAL CHANGE BIOLOGY
publishDate 2016
url https://hdl.handle.net/20.500.11897/434757
https://doi.org/10.1111/gcb.13257
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
permafrost
Siberia
genre_facet Arctic
Climate change
permafrost
Siberia
op_source PubMed
SCI
op_relation GLOBAL CHANGE BIOLOGY.2016,22(8),2688-2701.
1390637
1354-1013
http://hdl.handle.net/20.500.11897/434757
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doi:10.1111/gcb.13257
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WOS:000380016800005
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https://doi.org/10.1111/gcb.13257
container_title Global Change Biology
container_volume 22
container_issue 8
container_start_page 2688
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