Contribution of residential wood combustion to hourly winter aerosol in Northern Sweden determined by positive matrix factorization

International audience The combined effect of residential wood combustion (RWC) emissions with stable atmospheric conditions, which is a frequent occurrence in Northern Sweden during wintertime, can deteriorate the air quality even in small towns. To estimate the contribution of RWC to the total atm...

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Main Authors: Krecl, P., Hedberg Larsson, E., Ström, J., Johansson, C.
Other Authors: Department of Applied Environmental Science Stockholm (ITM), Stockholm University
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2008
Subjects:
Online Access:https://hal.science/hal-00303417
https://hal.science/hal-00303417/document
https://hal.science/hal-00303417/file/acpd-8-5725-2008.pdf
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spelling ftinsu:oai:HAL:hal-00303417v1 2023-11-12T04:23:22+01:00 Contribution of residential wood combustion to hourly winter aerosol in Northern Sweden determined by positive matrix factorization Krecl, P. Hedberg Larsson, E. Ström, J. Johansson, C. Department of Applied Environmental Science Stockholm (ITM) Stockholm University 2008-03-19 https://hal.science/hal-00303417 https://hal.science/hal-00303417/document https://hal.science/hal-00303417/file/acpd-8-5725-2008.pdf en eng HAL CCSD European Geosciences Union hal-00303417 https://hal.science/hal-00303417 https://hal.science/hal-00303417/document https://hal.science/hal-00303417/file/acpd-8-5725-2008.pdf info:eu-repo/semantics/OpenAccess ISSN: 1680-7367 EISSN: 1680-7375 Atmospheric Chemistry and Physics Discussions https://hal.science/hal-00303417 Atmospheric Chemistry and Physics Discussions, 2008, 8 (2), pp.5725-5760 [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere info:eu-repo/semantics/article Journal articles 2008 ftinsu 2023-10-25T16:26:18Z International audience The combined effect of residential wood combustion (RWC) emissions with stable atmospheric conditions, which is a frequent occurrence in Northern Sweden during wintertime, can deteriorate the air quality even in small towns. To estimate the contribution of RWC to the total atmospheric aerosol loading, the positive matrix factorization (PMF) method was applied to hourly mean particle number size distributions measured in a residential area in Lycksele during winter 2005/2006. The sources were identified based on the particle number size distribution profiles of the PMF factors, the diurnal contributions patterns estimated by PMF for both weekends and weekdays, and correlation of the modeled particle number concentration per factor with measured aerosol mass concentrations (PM 10 , PM 1 , and light-absorbing carbon M LAC ). Through these analyses, the factors were identified as local traffic (factor 1), local RWC (factor 2), and local RWC plus long-range transport (LRT) of aerosols (factor 3). In some occasions, it was difficult to detach the contributions of local RWC from background concentrations since their particle number size distributions partially overlapped and the model was not able to separate these two sources. As a consequence, we report the contribution of RWC as a range of values, being the minimum determined by factor 2 and the possible maximum as the contributions of both factors 2 and 3. A multiple linear regression (MLR) of observed PM 10 , PM 1 , total particle number, and M LAC concentrations is carried out to determine the source contribution to these aerosol variables. The results reveal RWC is an important source of atmospheric particles in the size range 25?606 nm (44?57%), PM 10 (36?82%), PM 1 (31?83%), and M LAC (40?76%) mass concentrations in the winter season. The contribution from RWC is especially large on weekends between 18:00 LT and midnight whereas local traffic emissions show similar contributions every day. Article in Journal/Newspaper Northern Sweden Institut national des sciences de l'Univers: HAL-INSU
institution Open Polar
collection Institut national des sciences de l'Univers: HAL-INSU
op_collection_id ftinsu
language English
topic [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
spellingShingle [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
Krecl, P.
Hedberg Larsson, E.
Ström, J.
Johansson, C.
Contribution of residential wood combustion to hourly winter aerosol in Northern Sweden determined by positive matrix factorization
topic_facet [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
description International audience The combined effect of residential wood combustion (RWC) emissions with stable atmospheric conditions, which is a frequent occurrence in Northern Sweden during wintertime, can deteriorate the air quality even in small towns. To estimate the contribution of RWC to the total atmospheric aerosol loading, the positive matrix factorization (PMF) method was applied to hourly mean particle number size distributions measured in a residential area in Lycksele during winter 2005/2006. The sources were identified based on the particle number size distribution profiles of the PMF factors, the diurnal contributions patterns estimated by PMF for both weekends and weekdays, and correlation of the modeled particle number concentration per factor with measured aerosol mass concentrations (PM 10 , PM 1 , and light-absorbing carbon M LAC ). Through these analyses, the factors were identified as local traffic (factor 1), local RWC (factor 2), and local RWC plus long-range transport (LRT) of aerosols (factor 3). In some occasions, it was difficult to detach the contributions of local RWC from background concentrations since their particle number size distributions partially overlapped and the model was not able to separate these two sources. As a consequence, we report the contribution of RWC as a range of values, being the minimum determined by factor 2 and the possible maximum as the contributions of both factors 2 and 3. A multiple linear regression (MLR) of observed PM 10 , PM 1 , total particle number, and M LAC concentrations is carried out to determine the source contribution to these aerosol variables. The results reveal RWC is an important source of atmospheric particles in the size range 25?606 nm (44?57%), PM 10 (36?82%), PM 1 (31?83%), and M LAC (40?76%) mass concentrations in the winter season. The contribution from RWC is especially large on weekends between 18:00 LT and midnight whereas local traffic emissions show similar contributions every day.
author2 Department of Applied Environmental Science Stockholm (ITM)
Stockholm University
format Article in Journal/Newspaper
author Krecl, P.
Hedberg Larsson, E.
Ström, J.
Johansson, C.
author_facet Krecl, P.
Hedberg Larsson, E.
Ström, J.
Johansson, C.
author_sort Krecl, P.
title Contribution of residential wood combustion to hourly winter aerosol in Northern Sweden determined by positive matrix factorization
title_short Contribution of residential wood combustion to hourly winter aerosol in Northern Sweden determined by positive matrix factorization
title_full Contribution of residential wood combustion to hourly winter aerosol in Northern Sweden determined by positive matrix factorization
title_fullStr Contribution of residential wood combustion to hourly winter aerosol in Northern Sweden determined by positive matrix factorization
title_full_unstemmed Contribution of residential wood combustion to hourly winter aerosol in Northern Sweden determined by positive matrix factorization
title_sort contribution of residential wood combustion to hourly winter aerosol in northern sweden determined by positive matrix factorization
publisher HAL CCSD
publishDate 2008
url https://hal.science/hal-00303417
https://hal.science/hal-00303417/document
https://hal.science/hal-00303417/file/acpd-8-5725-2008.pdf
genre Northern Sweden
genre_facet Northern Sweden
op_source ISSN: 1680-7367
EISSN: 1680-7375
Atmospheric Chemistry and Physics Discussions
https://hal.science/hal-00303417
Atmospheric Chemistry and Physics Discussions, 2008, 8 (2), pp.5725-5760
op_relation hal-00303417
https://hal.science/hal-00303417
https://hal.science/hal-00303417/document
https://hal.science/hal-00303417/file/acpd-8-5725-2008.pdf
op_rights info:eu-repo/semantics/OpenAccess
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