Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions

As Arctic and boreal regions rapidly warm, the frequency and seasonal timing of hazardous driving conditions on all-season Arctic-boreal roads are likely to change. Because these roads link remote Arctic areas to the rest of the North American road system, climate change may substantially affect saf...

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Published in:Environmental Research Letters
Main Authors: Heather E Greaves, Natalie T Boelman, Todd J Brinkman, Glen E Liston, Laura R Prugh, Adele K Reinking
Format: Article in Journal/Newspaper
Language:English
Published: IOP Publishing 2023
Subjects:
Q
Online Access:https://doi.org/10.1088/1748-9326/acb5b1
https://doaj.org/article/64addd88e6094b4aa72af18f8b83ea63
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spelling ftdoajarticles:oai:doaj.org/article:64addd88e6094b4aa72af18f8b83ea63 2023-09-05T13:16:54+02:00 Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions Heather E Greaves Natalie T Boelman Todd J Brinkman Glen E Liston Laura R Prugh Adele K Reinking 2023-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/acb5b1 https://doaj.org/article/64addd88e6094b4aa72af18f8b83ea63 EN eng IOP Publishing https://doi.org/10.1088/1748-9326/acb5b1 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/acb5b1 1748-9326 https://doaj.org/article/64addd88e6094b4aa72af18f8b83ea63 Environmental Research Letters, Vol 18, Iss 2, p 025006 (2023) road conditions travel safety MERRA-2 GFDL-CM3 NCAR-CCSM4 SnowModel Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2023 ftdoajarticles https://doi.org/10.1088/1748-9326/acb5b1 2023-08-13T00:37:02Z As Arctic and boreal regions rapidly warm, the frequency and seasonal timing of hazardous driving conditions on all-season Arctic-boreal roads are likely to change. Because these roads link remote Arctic areas to the rest of the North American road system, climate change may substantially affect safety and quality of life for northern residents and commercial enterprises. To gain insight into future hazardous driving conditions, we built Random Forest models that predict the occurrence of hazardous driving conditions by linking snow, ice, and weather simulated by a spatially explicit modeling system (SnowModel) to archived road condition reports from two highly trafficked all-season northern roads: the Dalton Highway (Alaska, USA) and Dempster Highway (Yukon, Canada). We applied these models to downscaled future climate trajectories for the study period of 2006–2100. We estimated future trends in the frequency and timing of icy, wet-icy, and snowy road surfaces, blowing and drifting snow, and high winds. We found that as the climate warms, and the portion of the year when snow and ice occur becomes shorter, overall frequency of snow storms and ice- and snow-related driving hazards decreased. For example, the mean number of days per year when roads are covered in snow or ice decreased by 51 d (−21%) on the Dalton Highway between the 2006–2020 and 2081–2100 time periods. However, the intensity of storms was predicted to increase, resulting in higher mean annual storm wind speeds (Dalton +0.56 m s ^−1 [+17%]) and snowfall totals (Dalton +0.3 cm [+36%]). Our models also predicted increasing frequency of wet-icy driving conditions during November, December, January, and February, when daylength is short and hazardous conditions may be more difficult to perceive. Our findings may help road managers and drivers adapt their expectations and behaviors to minimize accident risk on Arctic-boreal roads in the future. Article in Journal/Newspaper Arctic Climate change Alaska Yukon Directory of Open Access Journals: DOAJ Articles Arctic Canada Merra ENVELOPE(12.615,12.615,65.816,65.816) Yukon Environmental Research Letters 18 2 025006
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic road conditions
travel safety
MERRA-2
GFDL-CM3
NCAR-CCSM4
SnowModel
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
spellingShingle road conditions
travel safety
MERRA-2
GFDL-CM3
NCAR-CCSM4
SnowModel
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
Heather E Greaves
Natalie T Boelman
Todd J Brinkman
Glen E Liston
Laura R Prugh
Adele K Reinking
Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions
topic_facet road conditions
travel safety
MERRA-2
GFDL-CM3
NCAR-CCSM4
SnowModel
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
description As Arctic and boreal regions rapidly warm, the frequency and seasonal timing of hazardous driving conditions on all-season Arctic-boreal roads are likely to change. Because these roads link remote Arctic areas to the rest of the North American road system, climate change may substantially affect safety and quality of life for northern residents and commercial enterprises. To gain insight into future hazardous driving conditions, we built Random Forest models that predict the occurrence of hazardous driving conditions by linking snow, ice, and weather simulated by a spatially explicit modeling system (SnowModel) to archived road condition reports from two highly trafficked all-season northern roads: the Dalton Highway (Alaska, USA) and Dempster Highway (Yukon, Canada). We applied these models to downscaled future climate trajectories for the study period of 2006–2100. We estimated future trends in the frequency and timing of icy, wet-icy, and snowy road surfaces, blowing and drifting snow, and high winds. We found that as the climate warms, and the portion of the year when snow and ice occur becomes shorter, overall frequency of snow storms and ice- and snow-related driving hazards decreased. For example, the mean number of days per year when roads are covered in snow or ice decreased by 51 d (−21%) on the Dalton Highway between the 2006–2020 and 2081–2100 time periods. However, the intensity of storms was predicted to increase, resulting in higher mean annual storm wind speeds (Dalton +0.56 m s ^−1 [+17%]) and snowfall totals (Dalton +0.3 cm [+36%]). Our models also predicted increasing frequency of wet-icy driving conditions during November, December, January, and February, when daylength is short and hazardous conditions may be more difficult to perceive. Our findings may help road managers and drivers adapt their expectations and behaviors to minimize accident risk on Arctic-boreal roads in the future.
format Article in Journal/Newspaper
author Heather E Greaves
Natalie T Boelman
Todd J Brinkman
Glen E Liston
Laura R Prugh
Adele K Reinking
author_facet Heather E Greaves
Natalie T Boelman
Todd J Brinkman
Glen E Liston
Laura R Prugh
Adele K Reinking
author_sort Heather E Greaves
title Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions
title_short Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions
title_full Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions
title_fullStr Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions
title_full_unstemmed Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions
title_sort simulating future climate change impacts on snow- and ice-related driving hazards in arctic-boreal regions
publisher IOP Publishing
publishDate 2023
url https://doi.org/10.1088/1748-9326/acb5b1
https://doaj.org/article/64addd88e6094b4aa72af18f8b83ea63
long_lat ENVELOPE(12.615,12.615,65.816,65.816)
geographic Arctic
Canada
Merra
Yukon
geographic_facet Arctic
Canada
Merra
Yukon
genre Arctic
Climate change
Alaska
Yukon
genre_facet Arctic
Climate change
Alaska
Yukon
op_source Environmental Research Letters, Vol 18, Iss 2, p 025006 (2023)
op_relation https://doi.org/10.1088/1748-9326/acb5b1
https://doaj.org/toc/1748-9326
doi:10.1088/1748-9326/acb5b1
1748-9326
https://doaj.org/article/64addd88e6094b4aa72af18f8b83ea63
op_doi https://doi.org/10.1088/1748-9326/acb5b1
container_title Environmental Research Letters
container_volume 18
container_issue 2
container_start_page 025006
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