Analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the Pico Mountain observatory
A non-hierarchical K-means algorithm is used to cluster 47 years (1960–2006) of 10-day HYSPLIT backward trajectories to the Pico Mountain (PM) observatory on a seasonal basis. The resulting cluster centers identify the major transport pathways and collectively comprise a long-term climatology of t...
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ftmichigantuniv:oai:digitalcommons.mtu.edu:etds-1271 2024-09-15T18:22:53+00:00 Analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the Pico Mountain observatory Strane, Jessica Marie 2007-01-01T08:00:00Z application/pdf https://digitalcommons.mtu.edu/etds/272 https://doi.org/10.37099/mtu.dc.etds/272 https://digitalcommons.mtu.edu/context/etds/article/1271/viewcontent/thesis.pdf unknown Digital Commons @ Michigan Tech https://digitalcommons.mtu.edu/etds/272 doi:10.37099/mtu.dc.etds/272 https://digitalcommons.mtu.edu/context/etds/article/1271/viewcontent/thesis.pdf Dissertations, Master's Theses and Master's Reports - Open Civil and Environmental Engineering Engineering text 2007 ftmichigantuniv https://doi.org/10.37099/mtu.dc.etds/272 2024-08-06T03:32:38Z A non-hierarchical K-means algorithm is used to cluster 47 years (1960–2006) of 10-day HYSPLIT backward trajectories to the Pico Mountain (PM) observatory on a seasonal basis. The resulting cluster centers identify the major transport pathways and collectively comprise a long-term climatology of transport to the observatory. The transport climatology improves our ability to interpret the observations made there and our understanding of pollution source regions to the station and the central North Atlantic region. I determine which pathways dominate transport to the observatory and examine the impacts of these transport patterns on the O3, NOy, NOx, and CO measurements made there during 2001–2006. Transport from the U.S., Canada, and the Atlantic most frequently reaches the station, but Europe, east Africa, and the Pacific can also contribute significantly depending on the season. Transport from Canada was correlated with the North Atlantic Oscillation (NAO) in spring and winter, and transport from the Pacific was uncorrelated with the NAO. The highest CO and O3 are observed during spring. Summer is also characterized by high CO and O3 and the highest NOy and NOx of any season. Previous studies at the station attributed the summer time high CO and O3 to transport of boreal wildfire emissions (for 2002–2004), and boreal fires continued to affect the station during 2005 and 2006. The particle dispersion model FLEXPART was used to calculate anthropogenic and biomass-burning CO tracer values at the station in an attempt to identify the regions responsible for the high CO and O3 observations during spring and biomass-burning impacts in summer. Text North Atlantic North Atlantic oscillation Michigan Technological University: Digital Commons @ Michigan Tech |
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Michigan Technological University: Digital Commons @ Michigan Tech |
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Civil and Environmental Engineering Engineering |
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Civil and Environmental Engineering Engineering Strane, Jessica Marie Analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the Pico Mountain observatory |
topic_facet |
Civil and Environmental Engineering Engineering |
description |
A non-hierarchical K-means algorithm is used to cluster 47 years (1960–2006) of 10-day HYSPLIT backward trajectories to the Pico Mountain (PM) observatory on a seasonal basis. The resulting cluster centers identify the major transport pathways and collectively comprise a long-term climatology of transport to the observatory. The transport climatology improves our ability to interpret the observations made there and our understanding of pollution source regions to the station and the central North Atlantic region. I determine which pathways dominate transport to the observatory and examine the impacts of these transport patterns on the O3, NOy, NOx, and CO measurements made there during 2001–2006. Transport from the U.S., Canada, and the Atlantic most frequently reaches the station, but Europe, east Africa, and the Pacific can also contribute significantly depending on the season. Transport from Canada was correlated with the North Atlantic Oscillation (NAO) in spring and winter, and transport from the Pacific was uncorrelated with the NAO. The highest CO and O3 are observed during spring. Summer is also characterized by high CO and O3 and the highest NOy and NOx of any season. Previous studies at the station attributed the summer time high CO and O3 to transport of boreal wildfire emissions (for 2002–2004), and boreal fires continued to affect the station during 2005 and 2006. The particle dispersion model FLEXPART was used to calculate anthropogenic and biomass-burning CO tracer values at the station in an attempt to identify the regions responsible for the high CO and O3 observations during spring and biomass-burning impacts in summer. |
format |
Text |
author |
Strane, Jessica Marie |
author_facet |
Strane, Jessica Marie |
author_sort |
Strane, Jessica Marie |
title |
Analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the Pico Mountain observatory |
title_short |
Analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the Pico Mountain observatory |
title_full |
Analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the Pico Mountain observatory |
title_fullStr |
Analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the Pico Mountain observatory |
title_full_unstemmed |
Analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the Pico Mountain observatory |
title_sort |
analysis of atmospheric transport and the effects of seasonal and interannual transport variability on measurements made at the pico mountain observatory |
publisher |
Digital Commons @ Michigan Tech |
publishDate |
2007 |
url |
https://digitalcommons.mtu.edu/etds/272 https://doi.org/10.37099/mtu.dc.etds/272 https://digitalcommons.mtu.edu/context/etds/article/1271/viewcontent/thesis.pdf |
genre |
North Atlantic North Atlantic oscillation |
genre_facet |
North Atlantic North Atlantic oscillation |
op_source |
Dissertations, Master's Theses and Master's Reports - Open |
op_relation |
https://digitalcommons.mtu.edu/etds/272 doi:10.37099/mtu.dc.etds/272 https://digitalcommons.mtu.edu/context/etds/article/1271/viewcontent/thesis.pdf |
op_doi |
https://doi.org/10.37099/mtu.dc.etds/272 |
_version_ |
1810462921263677440 |