Dimethylsulfide model calibration and parametric sensitivity analysis for the Greenland Sea

Sea-to-air fluxes of marine biogenic aerosols have the potential to modify cloud microphysics and regional radiative budgets, and thus moderate Earth's warming. Polar regions play a critical role in the evolution of global climate. In this work, we use a well-established biogeochemical model to...

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Published in:Polar Science
Main Authors: Qu, Bo, Gabric, Albert, Zeng, Meifang, Xi, Jiaojiao, Jiang, Limei, Zhao, Li
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2017
Subjects:
Online Access:http://hdl.handle.net/10072/351545
https://doi.org/10.1016/j.polar.2017.07.001
id ftgriffithuniv:oai:research-repository.griffith.edu.au:10072/351545
record_format openpolar
spelling ftgriffithuniv:oai:research-repository.griffith.edu.au:10072/351545 2023-05-15T15:06:26+02:00 Dimethylsulfide model calibration and parametric sensitivity analysis for the Greenland Sea Qu, Bo Gabric, Albert Zeng, Meifang Xi, Jiaojiao Jiang, Limei Zhao, Li 2017 http://hdl.handle.net/10072/351545 https://doi.org/10.1016/j.polar.2017.07.001 English eng Elsevier Polar Science Chemical Oceanography Journal article 2017 ftgriffithuniv https://doi.org/10.1016/j.polar.2017.07.001 2018-07-30T10:57:53Z Sea-to-air fluxes of marine biogenic aerosols have the potential to modify cloud microphysics and regional radiative budgets, and thus moderate Earth's warming. Polar regions play a critical role in the evolution of global climate. In this work, we use a well-established biogeochemical model to simulate the DMS flux from the Greenland Sea (20°W–10°E and 70°N–80°N) for the period 2003–2004. Parameter sensitivity analysis is employed to identify the most sensitive parameters in the model. A genetic algorithm (GA) technique is used for DMS model parameter calibration. Data from phase 5 of the Coupled Model Intercomparison Project (CMIP5) are used to drive the DMS model under 4 × CO2 conditions. DMS flux under quadrupled CO2 levels increases more than 300% compared with late 20th century levels (1 × CO2). Reasons for the increase in DMS flux include changes in the ocean state—namely an increase in sea surface temperature (SST) and loss of sea ice—and an increase in DMS transfer velocity, especially in spring and summer. Such a large increase in DMS flux could slow the rate of warming in the Arctic via radiative budget changes associated with DMS-derived aerosols. No Full Text Article in Journal/Newspaper Arctic Greenland Greenland Sea Polar Science Polar Science Sea ice Griffith University: Griffith Research Online Arctic Greenland Polar Science 13 13 22
institution Open Polar
collection Griffith University: Griffith Research Online
op_collection_id ftgriffithuniv
language English
topic Chemical Oceanography
spellingShingle Chemical Oceanography
Qu, Bo
Gabric, Albert
Zeng, Meifang
Xi, Jiaojiao
Jiang, Limei
Zhao, Li
Dimethylsulfide model calibration and parametric sensitivity analysis for the Greenland Sea
topic_facet Chemical Oceanography
description Sea-to-air fluxes of marine biogenic aerosols have the potential to modify cloud microphysics and regional radiative budgets, and thus moderate Earth's warming. Polar regions play a critical role in the evolution of global climate. In this work, we use a well-established biogeochemical model to simulate the DMS flux from the Greenland Sea (20°W–10°E and 70°N–80°N) for the period 2003–2004. Parameter sensitivity analysis is employed to identify the most sensitive parameters in the model. A genetic algorithm (GA) technique is used for DMS model parameter calibration. Data from phase 5 of the Coupled Model Intercomparison Project (CMIP5) are used to drive the DMS model under 4 × CO2 conditions. DMS flux under quadrupled CO2 levels increases more than 300% compared with late 20th century levels (1 × CO2). Reasons for the increase in DMS flux include changes in the ocean state—namely an increase in sea surface temperature (SST) and loss of sea ice—and an increase in DMS transfer velocity, especially in spring and summer. Such a large increase in DMS flux could slow the rate of warming in the Arctic via radiative budget changes associated with DMS-derived aerosols. No Full Text
format Article in Journal/Newspaper
author Qu, Bo
Gabric, Albert
Zeng, Meifang
Xi, Jiaojiao
Jiang, Limei
Zhao, Li
author_facet Qu, Bo
Gabric, Albert
Zeng, Meifang
Xi, Jiaojiao
Jiang, Limei
Zhao, Li
author_sort Qu, Bo
title Dimethylsulfide model calibration and parametric sensitivity analysis for the Greenland Sea
title_short Dimethylsulfide model calibration and parametric sensitivity analysis for the Greenland Sea
title_full Dimethylsulfide model calibration and parametric sensitivity analysis for the Greenland Sea
title_fullStr Dimethylsulfide model calibration and parametric sensitivity analysis for the Greenland Sea
title_full_unstemmed Dimethylsulfide model calibration and parametric sensitivity analysis for the Greenland Sea
title_sort dimethylsulfide model calibration and parametric sensitivity analysis for the greenland sea
publisher Elsevier
publishDate 2017
url http://hdl.handle.net/10072/351545
https://doi.org/10.1016/j.polar.2017.07.001
geographic Arctic
Greenland
geographic_facet Arctic
Greenland
genre Arctic
Greenland
Greenland Sea
Polar Science
Polar Science
Sea ice
genre_facet Arctic
Greenland
Greenland Sea
Polar Science
Polar Science
Sea ice
op_relation Polar Science
op_doi https://doi.org/10.1016/j.polar.2017.07.001
container_title Polar Science
container_volume 13
container_start_page 13
op_container_end_page 22
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