Inter-annual Variability of Snowfall in the Lower Peninsula of Michigan
Winter snowfall, particularly lake-contributed snowfall, has a significant impact on the society and environment in the Great Lakes regions including transportation, tourism, agriculture, and ecosystem. Understanding the inter-annual variability of snowfall will provide sound basis for local communi...
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ftdoajarticles:oai:doaj.org/article:173985e8c7c14debb8670d466ff9625c 2023-05-15T17:34:28+02:00 Inter-annual Variability of Snowfall in the Lower Peninsula of Michigan Lei Meng Bandhan Dutta Ayon Nirjala Koirala Kathleen M. Baker 2021-11-01T00:00:00Z https://doi.org/10.3389/frwa.2021.746354 https://doaj.org/article/173985e8c7c14debb8670d466ff9625c EN eng Frontiers Media S.A. https://www.frontiersin.org/articles/10.3389/frwa.2021.746354/full https://doaj.org/toc/2624-9375 2624-9375 doi:10.3389/frwa.2021.746354 https://doaj.org/article/173985e8c7c14debb8670d466ff9625c Frontiers in Water, Vol 3 (2021) snowfall inter-annual variability Lake Michigan trend maximum ice cover ENSO Environmental technology. Sanitary engineering TD1-1066 article 2021 ftdoajarticles https://doi.org/10.3389/frwa.2021.746354 2022-12-31T08:00:46Z Winter snowfall, particularly lake-contributed snowfall, has a significant impact on the society and environment in the Great Lakes regions including transportation, tourism, agriculture, and ecosystem. Understanding the inter-annual variability of snowfall will provide sound basis for local community safety management and reduce its environmental impacts on agriculture and ecosystems. This study attempts to understand the trend and inter-annual variability in snowfall in the Lower Peninsula of Michigan (LPM) using statistical analysis based on snowfall measurements from eight weather stations. Our study demonstrates that snowfall has significantly increased from 1932 to 2015. Correlation analysis suggests that regional average air temperatures have a strong negative relationship with snowfall in the LPM. On average, approximately 27% of inter-annual variability in snowfall can be explained by regional average air temperatures. ENSO events are also negatively related to snowfall in the LPM and can explain ~8% of inter-annual variability. The North Atlantic Oscillation (NAO) does not have strong influence on snowfall. Composite analysis demonstrates that on an annual basis, more snowfall occurs during the years with higher maximum ice cover (MIC) than during the years with lower MIC in Lake Michigan. Higher MIC is often associated with lower air temperatures which are negatively related to snowfall. This study could provide insight on future snow related climate model improvement and weather forecasting. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Directory of Open Access Journals: DOAJ Articles Frontiers in Water 3 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
snowfall inter-annual variability Lake Michigan trend maximum ice cover ENSO Environmental technology. Sanitary engineering TD1-1066 |
spellingShingle |
snowfall inter-annual variability Lake Michigan trend maximum ice cover ENSO Environmental technology. Sanitary engineering TD1-1066 Lei Meng Bandhan Dutta Ayon Nirjala Koirala Kathleen M. Baker Inter-annual Variability of Snowfall in the Lower Peninsula of Michigan |
topic_facet |
snowfall inter-annual variability Lake Michigan trend maximum ice cover ENSO Environmental technology. Sanitary engineering TD1-1066 |
description |
Winter snowfall, particularly lake-contributed snowfall, has a significant impact on the society and environment in the Great Lakes regions including transportation, tourism, agriculture, and ecosystem. Understanding the inter-annual variability of snowfall will provide sound basis for local community safety management and reduce its environmental impacts on agriculture and ecosystems. This study attempts to understand the trend and inter-annual variability in snowfall in the Lower Peninsula of Michigan (LPM) using statistical analysis based on snowfall measurements from eight weather stations. Our study demonstrates that snowfall has significantly increased from 1932 to 2015. Correlation analysis suggests that regional average air temperatures have a strong negative relationship with snowfall in the LPM. On average, approximately 27% of inter-annual variability in snowfall can be explained by regional average air temperatures. ENSO events are also negatively related to snowfall in the LPM and can explain ~8% of inter-annual variability. The North Atlantic Oscillation (NAO) does not have strong influence on snowfall. Composite analysis demonstrates that on an annual basis, more snowfall occurs during the years with higher maximum ice cover (MIC) than during the years with lower MIC in Lake Michigan. Higher MIC is often associated with lower air temperatures which are negatively related to snowfall. This study could provide insight on future snow related climate model improvement and weather forecasting. |
format |
Article in Journal/Newspaper |
author |
Lei Meng Bandhan Dutta Ayon Nirjala Koirala Kathleen M. Baker |
author_facet |
Lei Meng Bandhan Dutta Ayon Nirjala Koirala Kathleen M. Baker |
author_sort |
Lei Meng |
title |
Inter-annual Variability of Snowfall in the Lower Peninsula of Michigan |
title_short |
Inter-annual Variability of Snowfall in the Lower Peninsula of Michigan |
title_full |
Inter-annual Variability of Snowfall in the Lower Peninsula of Michigan |
title_fullStr |
Inter-annual Variability of Snowfall in the Lower Peninsula of Michigan |
title_full_unstemmed |
Inter-annual Variability of Snowfall in the Lower Peninsula of Michigan |
title_sort |
inter-annual variability of snowfall in the lower peninsula of michigan |
publisher |
Frontiers Media S.A. |
publishDate |
2021 |
url |
https://doi.org/10.3389/frwa.2021.746354 https://doaj.org/article/173985e8c7c14debb8670d466ff9625c |
genre |
North Atlantic North Atlantic oscillation |
genre_facet |
North Atlantic North Atlantic oscillation |
op_source |
Frontiers in Water, Vol 3 (2021) |
op_relation |
https://www.frontiersin.org/articles/10.3389/frwa.2021.746354/full https://doaj.org/toc/2624-9375 2624-9375 doi:10.3389/frwa.2021.746354 https://doaj.org/article/173985e8c7c14debb8670d466ff9625c |
op_doi |
https://doi.org/10.3389/frwa.2021.746354 |
container_title |
Frontiers in Water |
container_volume |
3 |
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1766133309468835840 |