Changes in visitor behaviour in Canadian National Parks due to COVID-19: focusing on visitor spatial location and the distance between park facilities and visitors

IF 2.9 Q1 FORESTRY
Huaiyi Wang , Xiangfei Lu , Yaquan Dou , Xuanqin Yang , Xiaodi Zhao
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Abstract

COVID-19 has significantly altered visitor behaviour in Canadian National Parks (NPs), which are largely composed of forested landscapes that support vital human–nature interactions. To investigate these changes, this study selected six NPs and examined shifts in spatial visitation patterns and their relationship with proximity to park facilities before and during the pandemic. Based on 48,041 geotagged Flickr photos from 2018 to 2023, we employed the Seasonal Concentration Index (SCI), Geographic Concentration Index (GCI), Kernel Density Estimation (KDE), and the Optimal Parameter-based Geographic Detector (OPGD). Temporally, all six NPs experienced a pronounced drop in visitor numbers in 2020–2021, with only partial recovery by 2023. Spatially, visitor distribution remained highly uneven, with hotspots clustered around Banff, Jasper, and Lake Louise. However, a gradual dispersion of visitor flow toward less-developed and lower-density areas was observed in recent years. Importantly, COVID-19 shifted visitors’ spatial preferences: proximity to natural features such as rivers became more influential than the traditional pull of accommodations and services. These findings suggest a pandemic-induced reconfiguration of tourism behaviour, favouring more dispersed and nature-oriented experiences, though not necessarily closer to forest interiors. The study underscores the need for adaptive tourism planning that aligns with changing recreational demands and the ecological character of NPs.
2019冠状病毒病对加拿大国家公园游客行为的影响:关注游客的空间位置以及公园设施与游客之间的距离
COVID-19极大地改变了加拿大国家公园(NPs)的游客行为,这些公园主要由森林景观组成,支持重要的人与自然互动。为了调查这些变化,本研究选择了六个国家公园,并检查了大流行之前和期间空间访问模式的变化及其与公园设施邻近程度的关系。基于2018 - 2023年的48041张地理标记Flickr照片,采用季节浓度指数(SCI)、地理浓度指数(GCI)、核密度估计(KDE)和基于最优参数的地理检测器(OPGD)。从时间上看,所有六个NPs在2020-2021年的游客数量都明显下降,到2023年只有部分恢复。从空间上看,游客分布极不均匀,主要集中在班夫、贾斯珀和路易斯湖附近。然而,近年来游客逐渐向欠发达和低密度地区分散。重要的是,COVID-19改变了游客的空间偏好:与传统的住宿和服务相比,靠近河流等自然特征变得更有影响力。这些发现表明,大流行导致了旅游行为的重新配置,更倾向于分散和以自然为导向的体验,尽管不一定更接近森林内部。该研究强调了适应性旅游规划的必要性,该规划应与不断变化的娱乐需求和NPs的生态特征相一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Trees, Forests and People
Trees, Forests and People Economics, Econometrics and Finance-Economics, Econometrics and Finance (miscellaneous)
CiteScore
4.30
自引率
7.40%
发文量
172
审稿时长
56 days
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