Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions

Wetland methane (CH4) emissions (FCH4) are important in global carbon budgets and climate change assessments. Currently, FCH4 projections rely on prescribed static temperature sensitivity that varies among biogeochemical models. Meta-analyses have proposed a consistent FCH4 temperature dependence ac...

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Main Authors: Chang, Kuang-Yu, Riley, William J., Knox, Sara H., Jackson, Robert B., McNicol, Gavin, Poulter, Benjamin, Aurela, Mika, Baldocchi, Dennis, Bansal, Sheel, Bohrer, Gil, Campbell, David, Cescatti, Alessandro, Chu, Housen, Delwiche, Kyle B., Desai, Ankur R., Euskirchen, Eugenie, Friborg, Thomas, Goeckede, Mathias, Helbig, Manuel, Hemes, Kyle S., Hirano, Takashi, Iwata, Hiroki, Kang, Minseok, Keenan, Trevor, Krauss, Ken W., Lohila, Annalea, Mammarella, Ivan, Mitra, Bhaskar, Miyata, Akira, Nilsson, Mats B., Noormets, Asko, Oechel, Walter C., Papale, Dario, Peichl, Matthias, Reba, Michele L., Rinne, Janne, Runkle, Benjamin R. K., Ryu, Youngryel, Sachs, Torsten, Schaefer, Karina V. R., Schmid, Hans Peter, Shurpali, Narasinha, Sonnentag, Oliver, Tang, Angela C., Torn, Margaret S., Trotta, Carlo, Tuittila, Eeva-Stiina, Ueyama, Masahito, Vargas, Rodrigo, Vesala, Timo, Windham-Myers, Lisamarie, Zhang, Zhen, Zona, Donatella
Other Authors: Institute for Atmospheric and Earth System Research (INAR), Micrometeorology and biogeochemical cycles, Department of Geosciences and Geography, Biosciences, Viikki Plant Science Centre (ViPS), Ecosystem processes (INAR Forest Sciences)
Format: Article in Journal/Newspaper
Language:English
Published: Nature Publishing Group 2021
Subjects:
Online Access:http://hdl.handle.net/10138/330246
id ftunivhelsihelda:oai:helda.helsinki.fi:10138/330246
record_format openpolar
institution Open Polar
collection HELDA – University of Helsinki Open Repository
op_collection_id ftunivhelsihelda
language English
topic METHANE EMISSIONS
SUBSTRATE AVAILABILITY
PRESENT STATE
CLIMATE
CARBON
VARIABILITY
FEEDBACKS
DYNAMICS
EXCHANGE
DECADES
1171 Geosciences
1172 Environmental sciences
spellingShingle METHANE EMISSIONS
SUBSTRATE AVAILABILITY
PRESENT STATE
CLIMATE
CARBON
VARIABILITY
FEEDBACKS
DYNAMICS
EXCHANGE
DECADES
1171 Geosciences
1172 Environmental sciences
Chang, Kuang-Yu
Riley, William J.
Knox, Sara H.
Jackson, Robert B.
McNicol, Gavin
Poulter, Benjamin
Aurela, Mika
Baldocchi, Dennis
Bansal, Sheel
Bohrer, Gil
Campbell, David
Cescatti, Alessandro
Chu, Housen
Delwiche, Kyle B.
Desai, Ankur R.
Euskirchen, Eugenie
Friborg, Thomas
Goeckede, Mathias
Helbig, Manuel
Hemes, Kyle S.
Hirano, Takashi
Iwata, Hiroki
Kang, Minseok
Keenan, Trevor
Krauss, Ken W.
Lohila, Annalea
Mammarella, Ivan
Mitra, Bhaskar
Miyata, Akira
Nilsson, Mats B.
Noormets, Asko
Oechel, Walter C.
Papale, Dario
Peichl, Matthias
Reba, Michele L.
Rinne, Janne
Runkle, Benjamin R. K.
Ryu, Youngryel
Sachs, Torsten
Schaefer, Karina V. R.
Schmid, Hans Peter
Shurpali, Narasinha
Sonnentag, Oliver
Tang, Angela C.
Torn, Margaret S.
Trotta, Carlo
Tuittila, Eeva-Stiina
Ueyama, Masahito
Vargas, Rodrigo
Vesala, Timo
Windham-Myers, Lisamarie
Zhang, Zhen
Zona, Donatella
Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions
topic_facet METHANE EMISSIONS
SUBSTRATE AVAILABILITY
PRESENT STATE
CLIMATE
CARBON
VARIABILITY
FEEDBACKS
DYNAMICS
EXCHANGE
DECADES
1171 Geosciences
1172 Environmental sciences
description Wetland methane (CH4) emissions (FCH4) are important in global carbon budgets and climate change assessments. Currently, FCH4 projections rely on prescribed static temperature sensitivity that varies among biogeochemical models. Meta-analyses have proposed a consistent FCH4 temperature dependence across spatial scales for use in models; however, site-level studies demonstrate that FCH4 are often controlled by factors beyond temperature. Here, we evaluate the relationship between FCH4 and temperature using observations from the FLUXNET-CH4 database. Measurements collected across the globe show substantial seasonal hysteresis between FCH4 and temperature, suggesting larger FCH4 sensitivity to temperature later in the frost-free season (about 77% of site-years). Results derived from a machine-learning model and several regression models highlight the importance of representing the large spatial and temporal variability within site-years and ecosystem types. Mechanistic advancements in biogeochemical model parameterization and detailed measurements in factors modulating CH4 production are thus needed to improve global CH4 budget assessments. Wetland methane emissions contribute to global warming, and are oversimplified in climate models. Here the authors use eddy covariance measurements from 48 global sites to demonstrate seasonal hysteresis in methane-temperature relationships and suggest the importance of microbial processes. Peer reviewed
author2 Institute for Atmospheric and Earth System Research (INAR)
Micrometeorology and biogeochemical cycles
Department of Geosciences and Geography
Biosciences
Viikki Plant Science Centre (ViPS)
Ecosystem processes (INAR Forest Sciences)
format Article in Journal/Newspaper
author Chang, Kuang-Yu
Riley, William J.
Knox, Sara H.
Jackson, Robert B.
McNicol, Gavin
Poulter, Benjamin
Aurela, Mika
Baldocchi, Dennis
Bansal, Sheel
Bohrer, Gil
Campbell, David
Cescatti, Alessandro
Chu, Housen
Delwiche, Kyle B.
Desai, Ankur R.
Euskirchen, Eugenie
Friborg, Thomas
Goeckede, Mathias
Helbig, Manuel
Hemes, Kyle S.
Hirano, Takashi
Iwata, Hiroki
Kang, Minseok
Keenan, Trevor
Krauss, Ken W.
Lohila, Annalea
Mammarella, Ivan
Mitra, Bhaskar
Miyata, Akira
Nilsson, Mats B.
Noormets, Asko
Oechel, Walter C.
Papale, Dario
Peichl, Matthias
Reba, Michele L.
Rinne, Janne
Runkle, Benjamin R. K.
Ryu, Youngryel
Sachs, Torsten
Schaefer, Karina V. R.
Schmid, Hans Peter
Shurpali, Narasinha
Sonnentag, Oliver
Tang, Angela C.
Torn, Margaret S.
Trotta, Carlo
Tuittila, Eeva-Stiina
Ueyama, Masahito
Vargas, Rodrigo
Vesala, Timo
Windham-Myers, Lisamarie
Zhang, Zhen
Zona, Donatella
author_facet Chang, Kuang-Yu
Riley, William J.
Knox, Sara H.
Jackson, Robert B.
McNicol, Gavin
Poulter, Benjamin
Aurela, Mika
Baldocchi, Dennis
Bansal, Sheel
Bohrer, Gil
Campbell, David
Cescatti, Alessandro
Chu, Housen
Delwiche, Kyle B.
Desai, Ankur R.
Euskirchen, Eugenie
Friborg, Thomas
Goeckede, Mathias
Helbig, Manuel
Hemes, Kyle S.
Hirano, Takashi
Iwata, Hiroki
Kang, Minseok
Keenan, Trevor
Krauss, Ken W.
Lohila, Annalea
Mammarella, Ivan
Mitra, Bhaskar
Miyata, Akira
Nilsson, Mats B.
Noormets, Asko
Oechel, Walter C.
Papale, Dario
Peichl, Matthias
Reba, Michele L.
Rinne, Janne
Runkle, Benjamin R. K.
Ryu, Youngryel
Sachs, Torsten
Schaefer, Karina V. R.
Schmid, Hans Peter
Shurpali, Narasinha
Sonnentag, Oliver
Tang, Angela C.
Torn, Margaret S.
Trotta, Carlo
Tuittila, Eeva-Stiina
Ueyama, Masahito
Vargas, Rodrigo
Vesala, Timo
Windham-Myers, Lisamarie
Zhang, Zhen
Zona, Donatella
author_sort Chang, Kuang-Yu
title Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions
title_short Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions
title_full Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions
title_fullStr Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions
title_full_unstemmed Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions
title_sort substantial hysteresis in emergent temperature sensitivity of global wetland ch4 emissions
publisher Nature Publishing Group
publishDate 2021
url http://hdl.handle.net/10138/330246
genre Arctic
genre_facet Arctic
op_relation 10.1038/s41467-021-22452-1
This research was supported by the RUBISCO SFA of the Regional and Global Modeling Analysis (RGMA) program in the Climate and Environmental Sciences Division (CESD) of the Biological and Environmental Research (BER) Program in the U.S. Department of Energy Office of Science under contract DE-AC02-05CH11231. This work was also conducted as a part of the Wetland FLUXNET Synthesis for Methane Working Group supported by the John Wesley Powell Center for Analysis and Synthesis of the U.S. Geological Survey. Funding for AmeriFlux data resources was provided by the U.S. Department of Energy’s Office of Science. The compilation of the FLUXNET-CH4 data is supported by the Gordon and Betty Moore Foundation through Grant GBMF5439 “Advancing Understanding of the Global Methane Cycle” to Stanford University supporting the Methane Budget activity for the Global Carbon Project (globalcarbonproject. org). Observations at US-OWC were supported by the U.S. Department of Energy (DESC0021067), ODNR (Subaward N18B 315-11), and OWDA (7880). SE-Deg and SE-Sto have received funding from Swedish Research Council (ICOS-SE, grant no. 2015-06020). B.R.K.R. was supported by NSF Award 1752083. T.F.K. acknowledges support from the RUBISCO SFA, and additional support from a DOE Early Career Research Program award #DE-SC0021023. W.O. and D.Z. acknowledge support from NASA ABOVE NNX16AF94A, NSF OPP 1204263 and 1702797, EU H2020 INTAROS 629727890, and NERC UAMS NE/P002552/1. W.O. was supported by NOAA CESSRST NA16SEC4810008. N.J.S. acknowledges funding from Academy of Finland through Grant 296887. L.W.M. was supported by the LandCarbon Program of the U.S. Geological Survey. A.R.D. acknowledges DOE Ameriflux Network Management Project award to ChEAS core site cluster and NSF 0845166 for US-Los. M.U. was supported by JSPS KAKENHI (20K21849) and the Arctic Challenge for Sustainability II (ArCS II; JPMXD1420318865). E.S.T. acknowledges Academy of Finland (project codes 287039 and 330840). M.K. was supported by the National Research Foundation of Korea (NRF-2018 R1C1B6002917). C.T. thanks to the support of the E-SHAPE EU H2020 project (GA 820852). D.P. thanks the support of the DIBAF-Landscape 4.0 Departments of Excellence-2018 Program of the Italian Ministry of Research. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. We acknowledge the FLUXNET-CH4 contributors for the data provided in our analyses.
Chang , K-Y , Riley , W J , Knox , S H , Jackson , R B , McNicol , G , Poulter , B , Aurela , M , Baldocchi , D , Bansal , S , Bohrer , G , Campbell , D , Cescatti , A , Chu , H , Delwiche , K B , Desai , A R , Euskirchen , E , Friborg , T , Goeckede , M , Helbig , M , Hemes , K S , Hirano , T , Iwata , H , Kang , M , Keenan , T , Krauss , K W , Lohila , A , Mammarella , I , Mitra , B , Miyata , A , Nilsson , M B , Noormets , A , Oechel , W C , Papale , D , Peichl , M , Reba , M L , Rinne , J , Runkle , B R K , Ryu , Y , Sachs , T , Schaefer , K V R , Schmid , H P , Shurpali , N , Sonnentag , O , Tang , A C , Torn , M S , Trotta , C , Tuittila , E-S , Ueyama , M , Vargas , R , Vesala , T , Windham-Myers , L , Zhang , Z & Zona , D 2021 , ' Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions ' , Nature Communications , vol. 12 , 2266 . https://doi.org/10.1038/s41467-021-22452-1
ORCID: /0000-0002-8516-3356/work/94443032
e7f10148-0939-4e86-a09a-b6db87abaefb
http://hdl.handle.net/10138/330246
000641850800015
op_rights cc_by
openAccess
info:eu-repo/semantics/openAccess
_version_ 1787421592138022912
spelling ftunivhelsihelda:oai:helda.helsinki.fi:10138/330246 2024-01-07T09:40:48+01:00 Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions Chang, Kuang-Yu Riley, William J. Knox, Sara H. Jackson, Robert B. McNicol, Gavin Poulter, Benjamin Aurela, Mika Baldocchi, Dennis Bansal, Sheel Bohrer, Gil Campbell, David Cescatti, Alessandro Chu, Housen Delwiche, Kyle B. Desai, Ankur R. Euskirchen, Eugenie Friborg, Thomas Goeckede, Mathias Helbig, Manuel Hemes, Kyle S. Hirano, Takashi Iwata, Hiroki Kang, Minseok Keenan, Trevor Krauss, Ken W. Lohila, Annalea Mammarella, Ivan Mitra, Bhaskar Miyata, Akira Nilsson, Mats B. Noormets, Asko Oechel, Walter C. Papale, Dario Peichl, Matthias Reba, Michele L. Rinne, Janne Runkle, Benjamin R. K. Ryu, Youngryel Sachs, Torsten Schaefer, Karina V. R. Schmid, Hans Peter Shurpali, Narasinha Sonnentag, Oliver Tang, Angela C. Torn, Margaret S. Trotta, Carlo Tuittila, Eeva-Stiina Ueyama, Masahito Vargas, Rodrigo Vesala, Timo Windham-Myers, Lisamarie Zhang, Zhen Zona, Donatella Institute for Atmospheric and Earth System Research (INAR) Micrometeorology and biogeochemical cycles Department of Geosciences and Geography Biosciences Viikki Plant Science Centre (ViPS) Ecosystem processes (INAR Forest Sciences) 2021-05-25T05:57:02Z 10 application/pdf http://hdl.handle.net/10138/330246 eng eng Nature Publishing Group 10.1038/s41467-021-22452-1 This research was supported by the RUBISCO SFA of the Regional and Global Modeling Analysis (RGMA) program in the Climate and Environmental Sciences Division (CESD) of the Biological and Environmental Research (BER) Program in the U.S. Department of Energy Office of Science under contract DE-AC02-05CH11231. This work was also conducted as a part of the Wetland FLUXNET Synthesis for Methane Working Group supported by the John Wesley Powell Center for Analysis and Synthesis of the U.S. Geological Survey. Funding for AmeriFlux data resources was provided by the U.S. Department of Energy’s Office of Science. The compilation of the FLUXNET-CH4 data is supported by the Gordon and Betty Moore Foundation through Grant GBMF5439 “Advancing Understanding of the Global Methane Cycle” to Stanford University supporting the Methane Budget activity for the Global Carbon Project (globalcarbonproject. org). Observations at US-OWC were supported by the U.S. Department of Energy (DESC0021067), ODNR (Subaward N18B 315-11), and OWDA (7880). SE-Deg and SE-Sto have received funding from Swedish Research Council (ICOS-SE, grant no. 2015-06020). B.R.K.R. was supported by NSF Award 1752083. T.F.K. acknowledges support from the RUBISCO SFA, and additional support from a DOE Early Career Research Program award #DE-SC0021023. W.O. and D.Z. acknowledge support from NASA ABOVE NNX16AF94A, NSF OPP 1204263 and 1702797, EU H2020 INTAROS 629727890, and NERC UAMS NE/P002552/1. W.O. was supported by NOAA CESSRST NA16SEC4810008. N.J.S. acknowledges funding from Academy of Finland through Grant 296887. L.W.M. was supported by the LandCarbon Program of the U.S. Geological Survey. A.R.D. acknowledges DOE Ameriflux Network Management Project award to ChEAS core site cluster and NSF 0845166 for US-Los. M.U. was supported by JSPS KAKENHI (20K21849) and the Arctic Challenge for Sustainability II (ArCS II; JPMXD1420318865). E.S.T. acknowledges Academy of Finland (project codes 287039 and 330840). M.K. was supported by the National Research Foundation of Korea (NRF-2018 R1C1B6002917). C.T. thanks to the support of the E-SHAPE EU H2020 project (GA 820852). D.P. thanks the support of the DIBAF-Landscape 4.0 Departments of Excellence-2018 Program of the Italian Ministry of Research. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. We acknowledge the FLUXNET-CH4 contributors for the data provided in our analyses. Chang , K-Y , Riley , W J , Knox , S H , Jackson , R B , McNicol , G , Poulter , B , Aurela , M , Baldocchi , D , Bansal , S , Bohrer , G , Campbell , D , Cescatti , A , Chu , H , Delwiche , K B , Desai , A R , Euskirchen , E , Friborg , T , Goeckede , M , Helbig , M , Hemes , K S , Hirano , T , Iwata , H , Kang , M , Keenan , T , Krauss , K W , Lohila , A , Mammarella , I , Mitra , B , Miyata , A , Nilsson , M B , Noormets , A , Oechel , W C , Papale , D , Peichl , M , Reba , M L , Rinne , J , Runkle , B R K , Ryu , Y , Sachs , T , Schaefer , K V R , Schmid , H P , Shurpali , N , Sonnentag , O , Tang , A C , Torn , M S , Trotta , C , Tuittila , E-S , Ueyama , M , Vargas , R , Vesala , T , Windham-Myers , L , Zhang , Z & Zona , D 2021 , ' Substantial hysteresis in emergent temperature sensitivity of global wetland CH4 emissions ' , Nature Communications , vol. 12 , 2266 . https://doi.org/10.1038/s41467-021-22452-1 ORCID: /0000-0002-8516-3356/work/94443032 e7f10148-0939-4e86-a09a-b6db87abaefb http://hdl.handle.net/10138/330246 000641850800015 cc_by openAccess info:eu-repo/semantics/openAccess METHANE EMISSIONS SUBSTRATE AVAILABILITY PRESENT STATE CLIMATE CARBON VARIABILITY FEEDBACKS DYNAMICS EXCHANGE DECADES 1171 Geosciences 1172 Environmental sciences Article publishedVersion 2021 ftunivhelsihelda 2023-12-14T00:02:15Z Wetland methane (CH4) emissions (FCH4) are important in global carbon budgets and climate change assessments. Currently, FCH4 projections rely on prescribed static temperature sensitivity that varies among biogeochemical models. Meta-analyses have proposed a consistent FCH4 temperature dependence across spatial scales for use in models; however, site-level studies demonstrate that FCH4 are often controlled by factors beyond temperature. Here, we evaluate the relationship between FCH4 and temperature using observations from the FLUXNET-CH4 database. Measurements collected across the globe show substantial seasonal hysteresis between FCH4 and temperature, suggesting larger FCH4 sensitivity to temperature later in the frost-free season (about 77% of site-years). Results derived from a machine-learning model and several regression models highlight the importance of representing the large spatial and temporal variability within site-years and ecosystem types. Mechanistic advancements in biogeochemical model parameterization and detailed measurements in factors modulating CH4 production are thus needed to improve global CH4 budget assessments. Wetland methane emissions contribute to global warming, and are oversimplified in climate models. Here the authors use eddy covariance measurements from 48 global sites to demonstrate seasonal hysteresis in methane-temperature relationships and suggest the importance of microbial processes. Peer reviewed Article in Journal/Newspaper Arctic HELDA – University of Helsinki Open Repository