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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Published in:Frontiers in Water
Main Authors: Lei Meng, Bandhan Dutta Ayon, Nirjala Koirala, Kathleen M. Baker
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2021
Subjects:
Online Access:https://doi.org/10.3389/frwa.2021.746354
https://doaj.org/article/173985e8c7c14debb8670d466ff9625c
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spelling 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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