Modelling of growing season methane fluxes in a high-Arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data

Methane (CH4) fluxes 1997_2010 were studied by combining remotely sensed normalised difference water index (NDWI) with in situ CH4 fluxes from Rylekærene, a high-Arctic wet tundra ecosystem in the Zackenberg valley, north-eastern Greenland. In situ CH4 fluxes were measured using the closed-chamber t...

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Published in:Tellus B: Chemical and Physical Meteorology
Main Authors: Tagesson, Torbern, Mastepanov, Mikhail A., Molder, Meelis, Tanstorf, Mikkel P., Eklundh, Lars R., Smith, Benjamin (R19508), Sigsgaard, Charlotte, Lund, Magnus, Ekberg, Anna, Falk, Julie M., Friborg, Thomas, Christensen, Torben R., Strom, Lena
Other Authors: Hawkesbury Institute for the Environment (Host institution)
Format: Article in Journal/Newspaper
Language:English
Published: Sweden, Co-Action Publishing 2013
Subjects:
Online Access:https://doi.org/10.3402/tellusb.v65i0.19722
http://handle.westernsydney.edu.au:8081/1959.7/uws:48421
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spelling ftunivwestsyd:oai:researchdirect.westernsydney.edu.au:uws_48421 2023-05-15T14:58:45+02:00 Modelling of growing season methane fluxes in a high-Arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data Tagesson, Torbern Mastepanov, Mikhail A. Molder, Meelis Tanstorf, Mikkel P. Eklundh, Lars R. Smith, Benjamin (R19508) Sigsgaard, Charlotte Lund, Magnus Ekberg, Anna Falk, Julie M. Friborg, Thomas Christensen, Torben R. Strom, Lena Hawkesbury Institute for the Environment (Host institution) 2013 print 22 https://doi.org/10.3402/tellusb.v65i0.19722 http://handle.westernsydney.edu.au:8081/1959.7/uws:48421 eng eng Sweden, Co-Action Publishing Tellus Series B: Chemical and Physical Meteorology--1600-0889--0280-6509 Vol. 65 Issue. 1 No. 19722 pp: - ©2013 T. Tagesson et al. This is an Open Access article distributed under the terms of the Creative Commons Attribution-Noncommercial 3.0 Unported License (http://creativecommons.org/licenses/by-nc/3.0/), permitting all non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. CC-BY-NC XXXXXX - Unknown climatic changes tundras tundra ecology peatlands methane Greenland journal article 2013 ftunivwestsyd https://doi.org/10.3402/tellusb.v65i0.19722 2020-12-05T17:54:44Z Methane (CH4) fluxes 1997_2010 were studied by combining remotely sensed normalised difference water index (NDWI) with in situ CH4 fluxes from Rylekærene, a high-Arctic wet tundra ecosystem in the Zackenberg valley, north-eastern Greenland. In situ CH4 fluxes were measured using the closed-chamber technique. Regression models between in situ CH4 fluxes and environmental variables [soil temperature (Tsoil), water table depth (WtD) and active layer (AL) thickness] were established for different temporal and spatial scales. The relationship between in situ WtD and remotely sensed NDWI was also studied. The regression models were combined and evaluated against in situ CH4 fluxes. The models including NDWI as the input data performed on average slightly better [root mean square error (RMSE) = 1.56] than the models without NDWI (RMSE = 1.67), and they were better in reproducing CH4 flux variability. The CH4 flux model that performed the best included exponential relationships against temporal variation in Tsoil and AL, an exponential relationship against spatial variation in WtD and a linear relationship between WtD and remotely sensed NDWI (RMSE = 1.50). There were no trends in modelled CH4 flux budgets between 1997 and 2010. Hence, during this period there were no trends in the soil temperature at 10 cm depth and NDWI. Article in Journal/Newspaper Arctic Greenland Tundra Zackenberg University of Western Sydney (UWS): Research Direct Arctic Greenland Tellus B: Chemical and Physical Meteorology 65 1 19722
institution Open Polar
collection University of Western Sydney (UWS): Research Direct
op_collection_id ftunivwestsyd
language English
topic XXXXXX - Unknown
climatic changes
tundras
tundra ecology
peatlands
methane
Greenland
spellingShingle XXXXXX - Unknown
climatic changes
tundras
tundra ecology
peatlands
methane
Greenland
Tagesson, Torbern
Mastepanov, Mikhail A.
Molder, Meelis
Tanstorf, Mikkel P.
Eklundh, Lars R.
Smith, Benjamin (R19508)
Sigsgaard, Charlotte
Lund, Magnus
Ekberg, Anna
Falk, Julie M.
Friborg, Thomas
Christensen, Torben R.
Strom, Lena
Modelling of growing season methane fluxes in a high-Arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data
topic_facet XXXXXX - Unknown
climatic changes
tundras
tundra ecology
peatlands
methane
Greenland
description Methane (CH4) fluxes 1997_2010 were studied by combining remotely sensed normalised difference water index (NDWI) with in situ CH4 fluxes from Rylekærene, a high-Arctic wet tundra ecosystem in the Zackenberg valley, north-eastern Greenland. In situ CH4 fluxes were measured using the closed-chamber technique. Regression models between in situ CH4 fluxes and environmental variables [soil temperature (Tsoil), water table depth (WtD) and active layer (AL) thickness] were established for different temporal and spatial scales. The relationship between in situ WtD and remotely sensed NDWI was also studied. The regression models were combined and evaluated against in situ CH4 fluxes. The models including NDWI as the input data performed on average slightly better [root mean square error (RMSE) = 1.56] than the models without NDWI (RMSE = 1.67), and they were better in reproducing CH4 flux variability. The CH4 flux model that performed the best included exponential relationships against temporal variation in Tsoil and AL, an exponential relationship against spatial variation in WtD and a linear relationship between WtD and remotely sensed NDWI (RMSE = 1.50). There were no trends in modelled CH4 flux budgets between 1997 and 2010. Hence, during this period there were no trends in the soil temperature at 10 cm depth and NDWI.
author2 Hawkesbury Institute for the Environment (Host institution)
format Article in Journal/Newspaper
author Tagesson, Torbern
Mastepanov, Mikhail A.
Molder, Meelis
Tanstorf, Mikkel P.
Eklundh, Lars R.
Smith, Benjamin (R19508)
Sigsgaard, Charlotte
Lund, Magnus
Ekberg, Anna
Falk, Julie M.
Friborg, Thomas
Christensen, Torben R.
Strom, Lena
author_facet Tagesson, Torbern
Mastepanov, Mikhail A.
Molder, Meelis
Tanstorf, Mikkel P.
Eklundh, Lars R.
Smith, Benjamin (R19508)
Sigsgaard, Charlotte
Lund, Magnus
Ekberg, Anna
Falk, Julie M.
Friborg, Thomas
Christensen, Torben R.
Strom, Lena
author_sort Tagesson, Torbern
title Modelling of growing season methane fluxes in a high-Arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data
title_short Modelling of growing season methane fluxes in a high-Arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data
title_full Modelling of growing season methane fluxes in a high-Arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data
title_fullStr Modelling of growing season methane fluxes in a high-Arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data
title_full_unstemmed Modelling of growing season methane fluxes in a high-Arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data
title_sort modelling of growing season methane fluxes in a high-arctic wet tundra ecosystem 1997-2010 using in situ and high-resolution satellite data
publisher Sweden, Co-Action Publishing
publishDate 2013
url https://doi.org/10.3402/tellusb.v65i0.19722
http://handle.westernsydney.edu.au:8081/1959.7/uws:48421
geographic Arctic
Greenland
geographic_facet Arctic
Greenland
genre Arctic
Greenland
Tundra
Zackenberg
genre_facet Arctic
Greenland
Tundra
Zackenberg
op_relation Tellus Series B: Chemical and Physical Meteorology--1600-0889--0280-6509 Vol. 65 Issue. 1 No. 19722 pp: -
op_rights ©2013 T. Tagesson et al. This is an Open Access article distributed under the terms of the Creative Commons Attribution-Noncommercial 3.0 Unported License (http://creativecommons.org/licenses/by-nc/3.0/), permitting all non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
op_rightsnorm CC-BY-NC
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