Who skis where, when? – A method to enumerate backcountry usage

IF 3.8 2区 工程技术 Q1 ENGINEERING, CIVIL
Håvard B. Toft , Kristoffer Karlsen , Markus Landrø , Andrea Mannberg , Jordy Hendrikx , Audun Hetland
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Abstract

Backcountry skiers, travelling in avalanche terrain, account for a large proportion of avalanche fatalities worldwide. Despite this, the exact count of the number of recreationists exposed to avalanches (also known as the background information), is poorly documented in most countries. Without detailed background information on temporal and spatial backcountry usage, making well-reasoned decisions from fatality statistics is impossible. This study developed a methodology to enumerate a large proportion of backcountry usage from a 2589 km2 study area in Tromsø, Northern Norway. We use an extensive network of specially adapted beacon checkers – small, waterproof devices that detect and count signals from avalanche transceivers. Over two seasons, from December to May from 2021 to 2023, we recorded 56,760 individual trips. Our findings indicate that most (60.0 %) backcountry trips begin between 07:00 and 12:00, with noticeable activity in the afternoon as well. Saturdays and Sundays see the highest daily activity rates, comprising 40.1 % of total weekly traffic, while weekdays, though less busy per day, account for the remaining 59.9 %. The peak season for winter backcountry skiing is during March and April (when counts from the period December to May are considered), accounting for 56.3 % of all traffic. This monthly usage aligns with avalanche incident data, where 55.8 % of incidents occur during the same two months. Our study demonstrates the use of our methodology and advances the understanding of temporal trends from winter backcountry skiing, quantifying the movement characteristics of backcountry skiers in Tromsø, Norway.
谁在何时何地滑雪?- 列举越野滑雪使用情况的方法
在雪崩地带旅行的越野滑雪者在全球雪崩死亡人数中占很大比例。尽管如此,大多数国家对暴露于雪崩的娱乐者人数的确切统计(也称为背景信息)却很少记录。如果没有关于野外使用的时间和空间的详细背景信息,就不可能根据死亡统计数据做出合理的决策。这项研究开发了一种方法,可以从挪威北部特罗姆瑟 2589 平方公里的研究区域中统计出很大一部分野外活动的使用情况。我们使用了一个由经过特别改装的信标检查器组成的广泛网络--这种小型防水设备可以检测和统计雪崩收发器发出的信号。在2021年至2023年的12月至5月的两个季节里,我们记录了56,760次单次雪崩。我们的研究结果表明,大多数(60.0%)越野旅行开始于 7:00 至 12:00,下午也有明显的活动。周六和周日的日活动率最高,占每周总流量的 40.1%,而工作日虽然每天的活动量较少,但也占其余 59.9%。冬季越野滑雪的旺季在 3 月和 4 月(考虑到 12 月至 5 月期间的统计数字),占总流量的 56.3%。每月的使用情况与雪崩事故数据一致,55.8% 的事故发生在这两个月。我们的研究展示了我们的方法的使用,并推进了对冬季越野滑雪时间趋势的理解,量化了挪威特罗姆瑟越野滑雪者的运动特征。
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来源期刊
Cold Regions Science and Technology
Cold Regions Science and Technology 工程技术-地球科学综合
CiteScore
7.40
自引率
12.20%
发文量
209
审稿时长
4.9 months
期刊介绍: Cold Regions Science and Technology is an international journal dealing with the science and technical problems of cold environments in both the polar regions and more temperate locations. It includes fundamental aspects of cryospheric sciences which have applications for cold regions problems as well as engineering topics which relate to the cryosphere. Emphasis is given to applied science with broad coverage of the physical and mechanical aspects of ice (including glaciers and sea ice), snow and snow avalanches, ice-water systems, ice-bonded soils and permafrost. Relevant aspects of Earth science, materials science, offshore and river ice engineering are also of primary interest. These include icing of ships and structures as well as trafficability in cold environments. Technological advances for cold regions in research, development, and engineering practice are relevant to the journal. Theoretical papers must include a detailed discussion of the potential application of the theory to address cold regions problems. The journal serves a wide range of specialists, providing a medium for interdisciplinary communication and a convenient source of reference.
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