Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice

Over two dozen global atmospheric chemistry models contributing to the Aerosol Comparisons between Observations and Models (AeroCom) project were used in this study to drive the Los Alamos sea ice model to simulate the black carbon (BC) concentration in melting snow on Arctic sea ice. Measurements o...

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Main Authors: Shifeng, Pan, Mingkeng, Duan
Format: Article in Journal/Newspaper
Language:English
Published: Polar Research Institute of China - PRIC 2020
Subjects:
Online Access:http://library.arcticportal.org/2739/
http://library.arcticportal.org/2739/1/A202004007.pdf
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spelling ftarcticportal:oai:generic.eprints.org:2739 2023-12-10T09:38:59+01:00 Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice Shifeng, Pan Mingkeng, Duan 2020-12 application/pdf http://library.arcticportal.org/2739/ http://library.arcticportal.org/2739/1/A202004007.pdf en eng Polar Research Institute of China - PRIC http://library.arcticportal.org/2739/1/A202004007.pdf Shifeng, Pan and Mingkeng, Duan (2020) Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice. Advances in Polar Science, 31 (4). pp. 291-298. Atmosphere Cryosphere Energy Article PeerReviewed 2020 ftarcticportal 2023-11-15T23:54:41Z Over two dozen global atmospheric chemistry models contributing to the Aerosol Comparisons between Observations and Models (AeroCom) project were used in this study to drive the Los Alamos sea ice model to simulate the black carbon (BC) concentration in melting snow on Arctic sea ice. Measurements of BC during the melting season show concentrations in the range 2.8–41.6 ng·g−1 (average: 15.3 ng·g−1) in the central Arctic Ocean and Canada Basin. Most results from models contributing to the Phase I project were within the 25th and 75th percentiles of the observations, and the multimodel mean was slightly lower than that of the observations. In contrast, there was larger divergence among the Phase II model simulations and the mean value of BC was overestimated. The multimodel mean bias was −3.1 (−11.2 to +6.7) ng·g−1 for Phase I models and +3.9 (−9.5 to +21.3) ng·g−1 for Phase II models. The differences between the models of the two phases were probably attributable to the updated aerosol scheme in the new contributions, in which removal processes are parameterized by considering the actual dimensions and chemical compositions of the particles. This means the removal mechanism acts in a way that is more selective and leads to more BC particles being transported to the Arctic. In addition, higher spatial resolution could be another important reason for overestimation of BC concentration in snow in Phase II models. Article in Journal/Newspaper Advances in Polar Science Arctic Arctic Arctic Ocean black carbon canada basin Central Arctic Polar Science Polar Science Sea ice Arctic Portal Library Arctic Arctic Ocean Canada
institution Open Polar
collection Arctic Portal Library
op_collection_id ftarcticportal
language English
topic Atmosphere
Cryosphere
Energy
spellingShingle Atmosphere
Cryosphere
Energy
Shifeng, Pan
Mingkeng, Duan
Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice
topic_facet Atmosphere
Cryosphere
Energy
description Over two dozen global atmospheric chemistry models contributing to the Aerosol Comparisons between Observations and Models (AeroCom) project were used in this study to drive the Los Alamos sea ice model to simulate the black carbon (BC) concentration in melting snow on Arctic sea ice. Measurements of BC during the melting season show concentrations in the range 2.8–41.6 ng·g−1 (average: 15.3 ng·g−1) in the central Arctic Ocean and Canada Basin. Most results from models contributing to the Phase I project were within the 25th and 75th percentiles of the observations, and the multimodel mean was slightly lower than that of the observations. In contrast, there was larger divergence among the Phase II model simulations and the mean value of BC was overestimated. The multimodel mean bias was −3.1 (−11.2 to +6.7) ng·g−1 for Phase I models and +3.9 (−9.5 to +21.3) ng·g−1 for Phase II models. The differences between the models of the two phases were probably attributable to the updated aerosol scheme in the new contributions, in which removal processes are parameterized by considering the actual dimensions and chemical compositions of the particles. This means the removal mechanism acts in a way that is more selective and leads to more BC particles being transported to the Arctic. In addition, higher spatial resolution could be another important reason for overestimation of BC concentration in snow in Phase II models.
format Article in Journal/Newspaper
author Shifeng, Pan
Mingkeng, Duan
author_facet Shifeng, Pan
Mingkeng, Duan
author_sort Shifeng, Pan
title Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice
title_short Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice
title_full Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice
title_fullStr Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice
title_full_unstemmed Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice
title_sort large spread across aerocom phase ii models in simulating black carbon in melting snow over arctic sea ice
publisher Polar Research Institute of China - PRIC
publishDate 2020
url http://library.arcticportal.org/2739/
http://library.arcticportal.org/2739/1/A202004007.pdf
geographic Arctic
Arctic Ocean
Canada
geographic_facet Arctic
Arctic Ocean
Canada
genre Advances in Polar Science
Arctic
Arctic
Arctic Ocean
black carbon
canada basin
Central Arctic
Polar Science
Polar Science
Sea ice
genre_facet Advances in Polar Science
Arctic
Arctic
Arctic Ocean
black carbon
canada basin
Central Arctic
Polar Science
Polar Science
Sea ice
op_relation http://library.arcticportal.org/2739/1/A202004007.pdf
Shifeng, Pan and Mingkeng, Duan (2020) Large spread across AeroCom Phase II models in simulating black carbon in melting snow over Arctic sea ice. Advances in Polar Science, 31 (4). pp. 291-298.
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