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

Abstract 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 a...

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Published in:Environmental Research Letters
Main Authors: Greaves, Heather E, Boelman, Natalie T, Brinkman, Todd J, Liston, Glen E, Prugh, Laura R, Reinking, Adele K
Other Authors: NASA
Format: Article in Journal/Newspaper
Language:unknown
Published: IOP Publishing 2023
Subjects:
Online Access:http://dx.doi.org/10.1088/1748-9326/acb5b1
https://iopscience.iop.org/article/10.1088/1748-9326/acb5b1
https://iopscience.iop.org/article/10.1088/1748-9326/acb5b1/pdf
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spelling crioppubl:10.1088/1748-9326/acb5b1 2024-09-15T18:02:12+00:00 Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions Greaves, Heather E Boelman, Natalie T Brinkman, Todd J Liston, Glen E Prugh, Laura R Reinking, Adele K NASA 2023 http://dx.doi.org/10.1088/1748-9326/acb5b1 https://iopscience.iop.org/article/10.1088/1748-9326/acb5b1 https://iopscience.iop.org/article/10.1088/1748-9326/acb5b1/pdf unknown IOP Publishing http://creativecommons.org/licenses/by/4.0 https://iopscience.iop.org/info/page/text-and-data-mining Environmental Research Letters volume 18, issue 2, page 025006 ISSN 1748-9326 journal-article 2023 crioppubl https://doi.org/10.1088/1748-9326/acb5b1 2024-07-15T04:15:19Z Abstract 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 Climate change Alaska Yukon IOP Publishing Environmental Research Letters
institution Open Polar
collection IOP Publishing
op_collection_id crioppubl
language unknown
description Abstract 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.
author2 NASA
format Article in Journal/Newspaper
author Greaves, Heather E
Boelman, Natalie T
Brinkman, Todd J
Liston, Glen E
Prugh, Laura R
Reinking, Adele K
spellingShingle Greaves, Heather E
Boelman, Natalie T
Brinkman, Todd J
Liston, Glen E
Prugh, Laura R
Reinking, Adele K
Simulating future climate change impacts on snow- and ice-related driving hazards in Arctic-boreal regions
author_facet Greaves, Heather E
Boelman, Natalie T
Brinkman, Todd J
Liston, Glen E
Prugh, Laura R
Reinking, Adele K
author_sort Greaves, Heather E
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 http://dx.doi.org/10.1088/1748-9326/acb5b1
https://iopscience.iop.org/article/10.1088/1748-9326/acb5b1
https://iopscience.iop.org/article/10.1088/1748-9326/acb5b1/pdf
genre Climate change
Alaska
Yukon
genre_facet Climate change
Alaska
Yukon
op_source Environmental Research Letters
volume 18, issue 2, page 025006
ISSN 1748-9326
op_rights http://creativecommons.org/licenses/by/4.0
https://iopscience.iop.org/info/page/text-and-data-mining
op_doi https://doi.org/10.1088/1748-9326/acb5b1
container_title Environmental Research Letters
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