首页 > 最新文献

Journal of Outdoor Recreation and Tourism-Research Planning and Management最新文献

英文 中文
Effects and functional mechanisms of serious leisure on environmentally responsible behavior of mountain hikers: Mediating effect of place attachments and destination attractiveness 重度休闲对登山客环境责任行为的影响及作用机制:地点依恋和目的地吸引力的中介作用
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-22 DOI: 10.1016/j.jort.2023.100709
Zhipeng Liu , Tao Yang , Cuixia Yi , Kaidi Zhang

Mountain hiking can bring abundant benefits while increasing environmental stress in mountain areas. Thus, this paper examined the relationship and functional mechanisms between serious leisure and environmentally responsible behavior by surveying 318 mountain hiking participants in Shaanxi and Guizhou provinces. Bootstrapping and hierarchical regression analysis were used to examine the relationships and the mediating effects among variables. Results confirmed that participants’ serious leisure is positively associated with destination attractiveness, place attachment, and environmentally responsible behavior. Destination attractiveness and place attachment mediated the effect of serious leisure on environmentally responsible behavior, respectively, while serious leisure also positively affected environmentally responsible behavior through the chain mediation path of destination attractiveness and place attachment. The effects of serious leisure sub-attributes on environmentally responsible behavior varied significantly. Management implications and recommendations for local governors and serious hikers are provided.

Management implications

Implications for the environmental governance of destinations are as follows: First, employees of relevant regional government departments, representatives of the local community, and other managers involved in planning, management, and regulations of the destination are required to emphasize and cultivate the serious leisure attributes of participants. Complicated as the management's difficulties are, the best means to protect the mountain environment is participants' intentions. Second, it is suggested to enhance participants' emotional attachment by strengthening the destination's capacity to respond to visitors' demands. Participants with serious leisure attributes will develop a place attachment to the destination due to its attractiveness and further facilitate their environmentally responsible behavior. Third, hikers should balance the relationship between career achievement and personal effort with environmental responsibility.

登山在增加山区环境压力的同时,也能带来丰富的效益。为此,本文通过对陕西和贵州318名登山参与者的调查,探讨了认真休闲与环境责任行为之间的关系及其作用机制。采用自举分析和层次回归分析来检验各变量之间的关系和中介效应。结果证实,参与者的严肃休闲与目的地吸引力、地点依恋和环境责任行为呈正相关。目的地吸引力和地点依恋分别中介了严重休闲对环境责任行为的影响,而严重休闲也通过目的地吸引力和地点依恋的连锁中介路径正向影响环境责任行为。严重休闲子属性对环境责任行为的影响差异显著。为地方官员和认真的徒步旅行者提供了管理启示和建议。管理启示对目的地环境治理的启示如下:第一,要求相关地区政府部门的工作人员、当地社区的代表以及其他参与目的地规划、管理和法规管理的管理者重视和培养参与者的严肃休闲属性。尽管管理困难重重,但保护山地环境的最佳手段是参与者的意愿。第二,建议通过加强目的地对游客需求的响应能力来增强游客的情感依恋。具有严肃休闲属性的参与者会因为目的地的吸引力而对目的地产生依恋,并进一步促进他们的环境责任行为。第三,徒步旅行者应该平衡职业成就和个人努力与环境责任之间的关系。
{"title":"Effects and functional mechanisms of serious leisure on environmentally responsible behavior of mountain hikers: Mediating effect of place attachments and destination attractiveness","authors":"Zhipeng Liu ,&nbsp;Tao Yang ,&nbsp;Cuixia Yi ,&nbsp;Kaidi Zhang","doi":"10.1016/j.jort.2023.100709","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100709","url":null,"abstract":"<div><p>Mountain hiking can bring abundant benefits while increasing environmental stress in mountain areas. Thus, this paper examined the relationship and functional mechanisms between serious leisure and environmentally responsible behavior by surveying 318 mountain hiking participants in Shaanxi and Guizhou provinces. Bootstrapping and hierarchical regression analysis were used to examine the relationships and the mediating effects among variables. Results confirmed that participants’ serious leisure is positively associated with destination attractiveness, place attachment, and environmentally responsible behavior. Destination attractiveness and place attachment mediated the effect of serious leisure on environmentally responsible behavior, respectively, while serious leisure also positively affected environmentally responsible behavior through the chain mediation path of destination attractiveness and place attachment. The effects of serious leisure sub-attributes on environmentally responsible behavior varied significantly. Management implications and recommendations for local governors and serious hikers are provided.</p></div><div><h3>Management implications</h3><p>Implications for the environmental governance of destinations are as follows: First, employees of relevant regional government departments, representatives of the local community, and other managers involved in planning, management, and regulations of the destination are required to emphasize and cultivate the serious leisure attributes of participants. Complicated as the management's difficulties are, the best means to protect the mountain environment is participants' intentions. Second, it is suggested to enhance participants' emotional attachment by strengthening the destination's capacity to respond to visitors' demands. Participants with serious leisure attributes will develop a place attachment to the destination due to its attractiveness and further facilitate their environmentally responsible behavior. Third, hikers should balance the relationship between career achievement and personal effort with environmental responsibility.</p></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"45 ","pages":"Article 100709"},"PeriodicalIF":3.8,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213078023001068/pdfft?md5=5a8eb1842a8c134a758e834b14d7a12c&pid=1-s2.0-S2213078023001068-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138395008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Draft editorial for Special Issue of the Journal of Outdoor Tourism and Recreation on social media and other user created content for outdoor recreation and nature-based tourism research. 《户外旅游与休闲杂志》社交媒体特刊编辑稿及其他用户创作内容,用于户外休闲和基于自然的旅游研究。
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-20 DOI: 10.1016/j.jort.2023.100727
Catherine Pickering, Anton Stahl Olafsson, Andreas Skriver Hansen
{"title":"Draft editorial for Special Issue of the Journal of Outdoor Tourism and Recreation on social media and other user created content for outdoor recreation and nature-based tourism research.","authors":"Catherine Pickering,&nbsp;Anton Stahl Olafsson,&nbsp;Andreas Skriver Hansen","doi":"10.1016/j.jort.2023.100727","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100727","url":null,"abstract":"","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"44 ","pages":"Article 100727"},"PeriodicalIF":3.8,"publicationDate":"2023-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138448054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Crawling with a vehicle: Rock-crawlers’ recreation specialization, motivation, and sources of challenges 用载具爬行:爬岩者的娱乐专业、动机和挑战来源
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-18 DOI: 10.1016/j.jort.2023.100708
Hung-Ling (Stella) Liu , I-Chun (Nicky) Wu

Rock crawling, an off-road vehicle (ORV) activity for which drivers use highly modified ORVs to climb over extreme terrain and rock obstacles, is an outdoor adventure activity. This thrill-seeking outdoor activity requires specialized skills and knowledge to overcome challenges and remain engaged. This study aims to investigate the relationship between rock crawlers' motivations and the sources of challenges, as well as variations in that relationship due to the different levels of specialization among rock crawlers. A total of 377 rock crawling participants completed the online survey, with 11% self-classifying as novice rock crawlers, 46% as intermediate rock crawlers, and 43% as advanced rock crawlers. Through exploratory factor analysis (EFA), four motivation factors and seven sources of rock crawling challenges were identified. The results of canonical correlation analysis revealed positive associations between rock crawlers' motivations, including socialization, relaxation and freedom, self-expression, and sense of achievement, and the sources of challenges such as environmental uncertainty, activity difficulty, and competition in rock crawling. Furthermore, the results of multivariate analysis of variance (MANOVA) indicated variations in rock crawlers’ motivations and sources of challenges across the three specialized groups.

Management implications

The study aims to assist public land management agencies in integrating social science research into the decision-making process and sustainable management for off-roading on public land. To operate a sustainable rock crawling program, management should emphasize: (1) providing sufficient accommodations and access to fulfill socialization needs while ensuring safety; (2) organizing special events or competitions to enhance rock crawlers’ psychological well-being and life satisfaction; (3) executing targeted marketing campaigns to attract committed or advanced rock crawlers, thereby contributing to the local economy; and (4) advocating for clean energy consumption and regulating greenhouse gas emissions.

爬岩是一种越野车(ORV)活动,驾驶者使用高度改装的ORV爬过极端地形和岩石障碍,是一种户外冒险活动。这种寻求刺激的户外活动需要专业的技能和知识来克服挑战并保持参与。本研究旨在探讨攀岩者的动机与挑战来源之间的关系,以及由于攀岩者专业化程度的不同而导致的这种关系的变化。共有377名攀岩参与者完成了在线调查,其中11%自认为是新手攀岩者,46%为中级攀岩者,43%为高级攀岩者。通过探索性因子分析(EFA),确定了4个激励因素和7个岩石爬行挑战来源。典型相关分析结果显示,攀岩者的社会化动机、放松和自由动机、自我表达动机和成就感动机与攀岩活动中的环境不确定性、活动难度和竞争等挑战来源呈正相关。此外,多变量方差分析(MANOVA)的结果表明,在三个专业群体中,岩石爬行动物的动机和挑战来源存在差异。管理启示本研究旨在协助公共土地管理机构将社会科学研究纳入公共土地越野决策过程和可持续管理。为了使攀岩项目可持续发展,管理人员应强调:(1)在确保安全的同时,提供足够的住宿和通道来满足社交需求;(2)举办特别活动或比赛,提高爬岩者的心理健康和生活满意度;(3)实施有针对性的营销活动,吸引忠诚的或先进的岩石爬行者,从而为当地经济做出贡献;(4)倡导清洁能源消费,规范温室气体排放。
{"title":"Crawling with a vehicle: Rock-crawlers’ recreation specialization, motivation, and sources of challenges","authors":"Hung-Ling (Stella) Liu ,&nbsp;I-Chun (Nicky) Wu","doi":"10.1016/j.jort.2023.100708","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100708","url":null,"abstract":"<div><p>Rock crawling, an off-road vehicle (ORV) activity for which drivers use highly modified ORVs to climb over extreme terrain and rock obstacles, is an outdoor adventure activity. This thrill-seeking outdoor activity requires specialized skills and knowledge to overcome challenges and remain engaged. This study aims to investigate the relationship between rock crawlers' motivations and the sources of challenges, as well as variations in that relationship due to the different levels of specialization among rock crawlers. A total of 377 rock crawling participants completed the online survey, with 11% self-classifying as novice rock crawlers, 46% as intermediate rock crawlers, and 43% as advanced rock crawlers. Through exploratory factor analysis (EFA), four motivation factors and seven sources of rock crawling challenges were identified. The results of canonical correlation analysis revealed positive associations between rock crawlers' motivations, including socialization, relaxation and freedom, self-expression, and sense of achievement, and the sources of challenges such as environmental uncertainty, activity difficulty, and competition in rock crawling. Furthermore, the results of multivariate analysis of variance (MANOVA) indicated variations in rock crawlers’ motivations and sources of challenges across the three specialized groups.</p></div><div><h3>Management implications</h3><p>The study aims to assist public land management agencies in integrating social science research into the decision-making process and sustainable management for off-roading on public land. To operate a sustainable rock crawling program, management should emphasize: (1) providing sufficient accommodations and access to fulfill socialization needs while ensuring safety; (2) organizing special events or competitions to enhance rock crawlers’ psychological well-being and life satisfaction; (3) executing targeted marketing campaigns to attract committed or advanced rock crawlers, thereby contributing to the local economy; and (4) advocating for clean energy consumption and regulating greenhouse gas emissions.</p></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"45 ","pages":"Article 100708"},"PeriodicalIF":3.8,"publicationDate":"2023-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213078023001056/pdfft?md5=5e40e28e7a69de59acbde79402f8e5ad&pid=1-s2.0-S2213078023001056-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138395005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Framing memorable hiking tourism experiences through embodiment: The case of Mount Huangshan, China 通过化身构建难忘的徒步旅行体验:以中国黄山为例
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-17 DOI: 10.1016/j.jort.2023.100710
Yuewei Wang , Lingxu Zhou , Hang Chen , Lin Wang , Xinyang Wu

Hiking tourism is becoming increasingly popular with the rise of health concerns. This study uncovers means-end chains of memorable experiences of hiking tourists and considers the role of embodiment in such experiences. The findings confirmed three structural dimensions and nine hierarchical chains, three of which were connected with physical embodiment. Social and emotional embodiment were identified in the other chains. Physical, social and emotional embodiment were found to be essential in creating mindful and meaningful experiences that led to a sense of self-accomplishment and deeper self-awareness. This study contributes by constructing a framework to examine memorable hiking tourism experiences in relation to embodiment theory. Practical implications are also provided on hiking tourism management and promotion.

Management implications

Hiking tourists have better and more memorable experiences when the perceived level of physical challenge is anticipated. Embodied experience is an important component of hiking tourism and such experience consists of physical, social and emotional characteristics. Theoretically this paper built a link between embodiment and memorable experiences in tourism research. The conceptual model can also serve as a practical guide to improve memorable experiences at hiking destinations. Mature destinations need to improve the interpretation systems to provide more information on the trail and trip conditions, while for early-stage destinations, the memorable hiking tourism experience chains can be a useful tool for trail development and planning. Hiking tourism organization also need to cater the needs of tourists with different physical capabilities. Site managers and tour operators should consider the physical, social and emotional elements of tourists’ expectations in destination planning and itinerary design. Various marketing strategies can be applied to tackle the needs of different hiking tourist groups.

随着人们对健康问题的关注,徒步旅行越来越受欢迎。本研究揭示了徒步旅行者难忘体验的手段-终点链,并探讨了具体化在难忘体验中的作用。研究结果证实了三个结构维度和九个层次链,其中三个与物理体现有关。社会和情感体现在其他链条中。研究发现,身体、社会和情感的具体化对于创造有意识和有意义的体验至关重要,这些体验会带来自我成就感和更深层次的自我意识。本研究构建了一个框架来考察难忘徒步旅行体验与化身理论的关系。研究亦为远足旅游的管理及推广提供了实际意义。管理启示:当感知到体能挑战水平时,北京游客会有更好、更难忘的体验。具身体验是徒步旅行的重要组成部分,这种体验包括身体特征、社会特征和情感特征。从理论上讲,本文在旅游研究中建立了体现与难忘体验之间的联系。这个概念模型也可以作为一个实用的指南来改善徒步旅行目的地的难忘体验。成熟的目的地需要完善解说系统,以提供更多关于路线和旅行条件的信息,而对于早期的目的地,令人难忘的徒步旅行体验链可以成为路线开发和规划的有用工具。徒步旅行的旅游组织也需要迎合不同身体能力的游客的需求。景点管理者和旅游经营者应该在目的地规划和行程设计中考虑游客期望的物质、社会和情感因素。针对不同徒步旅游群体的需求,可以采用不同的营销策略。
{"title":"Framing memorable hiking tourism experiences through embodiment: The case of Mount Huangshan, China","authors":"Yuewei Wang ,&nbsp;Lingxu Zhou ,&nbsp;Hang Chen ,&nbsp;Lin Wang ,&nbsp;Xinyang Wu","doi":"10.1016/j.jort.2023.100710","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100710","url":null,"abstract":"<div><p>Hiking tourism is becoming increasingly popular with the rise of health concerns. This study uncovers means-end chains of memorable experiences of hiking tourists and considers the role of embodiment in such experiences. The findings confirmed three structural dimensions and nine hierarchical chains, three of which were connected with physical embodiment. Social and emotional embodiment were identified in the other chains. Physical, social and emotional embodiment were found to be essential in creating mindful and meaningful experiences that led to a sense of self-accomplishment and deeper self-awareness. This study contributes by constructing a framework to examine memorable hiking tourism experiences in relation to embodiment theory. Practical implications are also provided on hiking tourism management and promotion.</p></div><div><h3>Management implications</h3><p>Hiking tourists have better and more memorable experiences when the perceived level of physical challenge is anticipated. Embodied experience is an important component of hiking tourism and such experience consists of physical, social and emotional characteristics. Theoretically this paper built a link between embodiment and memorable experiences in tourism research. The conceptual model can also serve as a practical guide to improve memorable experiences at hiking destinations. Mature destinations need to improve the interpretation systems to provide more information on the trail and trip conditions, while for early-stage destinations, the memorable hiking tourism experience chains can be a useful tool for trail development and planning. Hiking tourism organization also need to cater the needs of tourists with different physical capabilities. Site managers and tour operators should consider the physical, social and emotional elements of tourists’ expectations in destination planning and itinerary design. Various marketing strategies can be applied to tackle the needs of different hiking tourist groups.</p></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"45 ","pages":"Article 100710"},"PeriodicalIF":3.8,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S221307802300107X/pdfft?md5=852c317134877f7cb7e033cddff65e03&pid=1-s2.0-S221307802300107X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138395004","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Visitation patterns in a peri-urban natural park: Comparing mountain bikers, runners, walkers and hikers 城市周边自然公园的游客模式:比较山地自行车、跑步、步行和徒步旅行者
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-11-06 DOI: 10.1016/j.jort.2023.100686
Estela Inés Farías-Torbidoni , Sebastian Dario Rossi , Catherine Marina Pickering

Urban natural parks are popular destinations for activities such as short walks, longer hikes, mountain biking and running. But how does visitation for these activities vary, and how can information about visitation patterns facilitate management by enhancing social and environmental benefits? Employing a case study approach, we compared the four activities in Serra de Collserola Natural Park, a large popular park close to Barcelona in Spain. When 1788 visitors were surveyed and data analysed using Categorical Principal Components Analysis and Chi-squared tests, clear differences were found in sociodemographics (age, gender, occupation, educational level and where people lived), visitation patterns (frequency, means of transport, group size and composition, when visited, length of visit, and trail use), motivations (active, relaxation, nature, landscapes, socializing, time with family, etc.), and environmental and social impacts, including conflicts among user groups and crowding. This diversity in visitation highlights ways in which management could be better tailored to specific cohorts of visitors. For this specific park it highlighted issues with concentrated use (more resources needed on weekends), how equity of use could be enhanced (promoting running and biking for women), and how conflict could be reduced (by spatial segregation for faster and slower activities). Future surveys could examine emerging issues associated with changes in use since COVID-19, facilities for aging populations, and the spread of e-bikes among others.

城市自然公园是短途散步、长途远足、山地自行车和跑步等活动的热门目的地。但是,这些活动的访问是如何变化的,访问模式的信息如何通过提高社会和环境效益来促进管理?采用案例研究的方法,我们比较了Serra de Collserola自然公园的四种活动,这是西班牙巴塞罗那附近的一个大型受欢迎的公园。对1788名游客进行了调查,并使用分类主成分分析和卡方检验对数据进行了分析,发现在社会人口统计学(年龄、性别、职业、教育水平和居住地)、访问模式(频率、交通工具、团体规模和组成、访问时间、访问时长和路径使用)、动机(积极、放松、自然、景观、社交、与家人在一起的时间等)以及环境和社会影响方面存在明显差异。包括用户群之间的冲突和拥挤。访问的这种多样性突出表明,管理可以更好地针对特定的访问者群体。对于这个特定的公园,它强调了集中使用(周末需要更多的资源),如何提高使用的公平性(促进女性跑步和骑自行车),以及如何减少冲突(通过空间隔离快速和缓慢的活动)。未来的调查可能会研究自2019冠状病毒病以来使用变化、人口老龄化设施和电动自行车普及等相关的新问题。
{"title":"Visitation patterns in a peri-urban natural park: Comparing mountain bikers, runners, walkers and hikers","authors":"Estela Inés Farías-Torbidoni ,&nbsp;Sebastian Dario Rossi ,&nbsp;Catherine Marina Pickering","doi":"10.1016/j.jort.2023.100686","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100686","url":null,"abstract":"<div><p>Urban natural parks are popular destinations for activities such as short walks, longer hikes, mountain biking and running. But how does visitation for these activities vary, and how can information about visitation patterns facilitate management by enhancing social and environmental benefits? Employing a case study approach, we compared the four activities in Serra de Collserola Natural Park, a large popular park close to Barcelona in Spain. When 1788 visitors were surveyed and data analysed using Categorical Principal Components Analysis and Chi-squared tests, clear differences were found in sociodemographics (age, gender, occupation, educational level and where people lived), visitation patterns (frequency, means of transport, group size and composition, when visited, length of visit, and trail use), motivations (active, relaxation, nature, landscapes, socializing, time with family, etc.), and environmental and social impacts, including conflicts among user groups and crowding. This diversity in visitation highlights ways in which management could be better tailored to specific cohorts of visitors. For this specific park it highlighted issues with concentrated use (more resources needed on weekends), how equity of use could be enhanced (promoting running and biking for women), and how conflict could be reduced (by spatial segregation for faster and slower activities). Future surveys could examine emerging issues associated with changes in use since COVID-19, facilities for aging populations, and the spread of e-bikes among others.</p></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"44 ","pages":"Article 100686"},"PeriodicalIF":3.8,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92045170","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Landscape management and planning as a spatial organization method connecting CES supply-demand assessment and sustainable tourism development 景观管理与规划作为连接CES供需评估与可持续旅游发展的空间组织方法
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-10-28 DOI: 10.1016/j.jort.2023.100705
Chang Li, Qifan Liang, Beiduo Lin, Jun Zhai

Evaluating the balance between the supply and demand of Cultural Ecosystem Service (CES) in space is the key to linking ecosystem services to human well-being. However, due to its invisibility, it is difficult to quantify and is often ignored in ecosystem service evaluation. Based on social media photos, by integrating multisource data and using a clustering algorithm and the MaxEnt model, this paper maps and evaluates the supply-demand balance of three CES of aesthetic, historical and cultural, and leisure services in Suzhou, China. The result shows a widespread imbalance between supply and demand in Suzhou, among which the cultural heritage CES imbalance area as high as 48.1% accounts for the largest proportion, and the aesthetic imbalance area accounts for 38.4%, while the recreation imbalance area accounts for 37%. Building upon the assessment of supply and demand balance at the urban scale, we further identified the supply-demand imbalance at the scenic area scale by integrating local tourism development policies in Suzhou and selecting a typical scenic area, Xishan Island. Based on the urban and scenic area supply-demand assessment results, this paper proposes a multiscale CES supply-demand allocation strategy. This comprehensive approach not only furnishes valuable guidance for local decision-making and management within the realm of sustainable tourism but also holds potential for wider applicability to diverse urban areas worldwide that share analogous contextual backgrounds.

Management implications

CES supply and demand assessment can help identify the CES supply-demand imbalance areas of tourist destinations. Landscape management and planning is a spatial organization method to balance CES supply-demand mismatches in tourist destinations. Optimizing landscape structure at multiple scales will be of instructional significance for the protection and development of tourist destinations. A ‘CES assessment and mapping – landscape management and planning – tourism protection and development’ system is beneficial to achieve the sustainable development of tourism.

评价空间文化生态系统服务(CES)的供需平衡是将生态系统服务与人类福祉联系起来的关键。但由于其不可见性,难以量化,在生态系统服务评价中往往被忽略。本文以社交媒体照片为基础,整合多源数据,运用聚类算法和MaxEnt模型,对苏州审美、历史文化和休闲三大CES的供需平衡进行了映射和评价。研究结果表明,苏州市经济供需失衡现象普遍存在,其中文化遗产消费消费失衡区占比最大,高达48.1%,审美失衡区占比最大,娱乐失衡区占比最大,分别为38.4%和37%。在城市尺度供需平衡评估的基础上,通过整合苏州市地方旅游发展政策,选取典型景区西山岛,进一步识别景区尺度供需失衡。基于城市和景区供需评估结果,提出了一种多尺度CES供需分配策略。这种综合方法不仅为可持续旅游领域的地方决策和管理提供了宝贵的指导,而且有可能更广泛地适用于全球具有类似背景的不同城市地区。管理意义通过对旅游目的地消费环境供需评估,可以识别旅游目的地消费环境供需失衡区域。景观管理与规划是一种平衡旅游目的地消费消费供需不匹配的空间组织方法。从多个尺度上优化景观结构,对旅游地的保护与开发具有指导意义。构建“生态环境评价与制图—景观管理与规划—旅游保护与开发”体系有利于实现旅游业的可持续发展。
{"title":"Landscape management and planning as a spatial organization method connecting CES supply-demand assessment and sustainable tourism development","authors":"Chang Li,&nbsp;Qifan Liang,&nbsp;Beiduo Lin,&nbsp;Jun Zhai","doi":"10.1016/j.jort.2023.100705","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100705","url":null,"abstract":"<div><p>Evaluating the balance between the supply and demand of Cultural Ecosystem Service (CES) in space is the key to linking ecosystem services to human well-being. However, due to its invisibility, it is difficult to quantify and is often ignored in ecosystem service evaluation. Based on social media photos, by integrating multisource data and using a clustering algorithm and the MaxEnt model, this paper maps and evaluates the supply-demand balance of three CES of aesthetic, historical and cultural, and leisure services in Suzhou, China. The result shows a widespread imbalance between supply and demand in Suzhou, among which the cultural heritage CES imbalance area as high as 48.1% accounts for the largest proportion, and the aesthetic imbalance area accounts for 38.4%, while the recreation imbalance area accounts for 37%. Building upon the assessment of supply and demand balance at the urban scale, we further identified the supply-demand imbalance at the scenic area scale by integrating local tourism development policies in Suzhou and selecting a typical scenic area, Xishan Island. Based on the urban and scenic area supply-demand assessment results, this paper proposes a multiscale CES supply-demand allocation strategy. This comprehensive approach not only furnishes valuable guidance for local decision-making and management within the realm of sustainable tourism but also holds potential for wider applicability to diverse urban areas worldwide that share analogous contextual backgrounds.</p></div><div><h3>Management implications</h3><p>CES supply and demand assessment can help identify the CES supply-demand imbalance areas of tourist destinations. Landscape management and planning is a spatial organization method to balance CES supply-demand mismatches in tourist destinations. Optimizing landscape structure at multiple scales will be of instructional significance for the protection and development of tourist destinations. A ‘CES assessment and mapping – landscape management and planning – tourism protection and development’ system is beneficial to achieve the sustainable development of tourism.</p></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"44 ","pages":"Article 100705"},"PeriodicalIF":3.8,"publicationDate":"2023-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92017971","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A dual spatial analysis method based on recreation opportunity spectrum and analytical hierarchy process for outdoor recreation site suitability 基于游憩机会谱和层次分析法的户外游憩场地适宜性双空间分析方法
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-10-27 DOI: 10.1016/j.jort.2023.100703
Fatma Aşılıoğlu , Rukiye Duygu Çay

Spatial planning tools are required to conduct outdoor recreational activities in harmony with the natural environment. This study introduces a dual spatial analysis method in which the Recreation Opportunity Spectrum (ROS) and Analytic Hierarchy Process (AHP) are run sequentially to evaluate different criteria groups. This study was conducted in the coastal region of the Enez district of Edirne, one of Turkey's northwestern provinces. With ROS, remoteness, and evidence of humans criteria were considered unweighted, and four land classes, urban, rural, natural with road, and primitive-semiprimitive, and activities suitable for these land classes were determined in the GIS environment. These are six terrestrial activities including nature walk, cycling, horse riding, picnic, camping, and wildlife observation, and four water-based activities including canoeing, swimming, diving, and handline fishing. With the AHP, nine natural criteria were analyzed as weighted and four suitability levels were determined for each activity in the GIS environment, as not suitable, marginally suitable, moderately suitable, and highly suitable. Sensitivity analysis by changing the priorities of the criteria showed that the analysis using the AHP results was reliable especially for determining highly suitable areas, and could be helpful for outdoor recreation planning. Finally, the suitability maps matched the ROS land classes, and the verified final maps were created. This study provides reliable results, showing that planners and decision-makers can adapt to similar areas with different administrative or geographical boundaries. Simultaneously, it contains a series of information that will contribute to planning components such as exploring, developing, diversifying, and presenting outdoor recreation opportunities and restricting them when necessary.

需要空间规划工具来进行户外娱乐活动,使其与自然环境和谐相处。本文介绍了一种双空间分析方法,该方法采用游憩机会谱(ROS)和层次分析法(AHP)对不同标准组进行评价。这项研究是在土耳其西北省份埃迪尔内的埃涅斯地区的沿海地区进行的。对于ROS,偏远程度和人类活动的证据被认为是不加权的,并在GIS环境中确定了四种土地类别:城市、农村、自然带道路和原始-半原始,以及适合这些土地类别的活动。这些活动包括六项陆上活动,包括自然漫步、骑自行车、骑马、野餐、露营和野生动物观察,以及四项水上活动,包括划独木舟、游泳、潜水和手钓。利用AHP对9个自然标准进行加权分析,确定了GIS环境中每个活动的4个适宜性等级,分别为不适宜、边际适宜、中等适宜和高度适宜。通过改变评价标准的优先级进行敏感性分析,结果表明AHP分析结果是可靠的,特别是在确定高度适宜的区域时,可以为户外休闲规划提供帮助。最后,将适宜性图与ROS土地类别进行匹配,并创建经过验证的最终地图。这项研究提供了可靠的结果,表明规划者和决策者可以适应不同行政或地理边界的类似地区。同时,它包含了一系列的信息,这些信息将有助于规划的组成部分,如探索、开发、多样化、呈现户外娱乐机会和在必要时限制它们。
{"title":"A dual spatial analysis method based on recreation opportunity spectrum and analytical hierarchy process for outdoor recreation site suitability","authors":"Fatma Aşılıoğlu ,&nbsp;Rukiye Duygu Çay","doi":"10.1016/j.jort.2023.100703","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100703","url":null,"abstract":"<div><p><span>Spatial planning tools are required to conduct outdoor recreational activities<span> in harmony with the natural environment. This study introduces a dual spatial analysis method in which the Recreation Opportunity Spectrum (ROS) and Analytic Hierarchy Process (AHP) are run sequentially to evaluate different criteria groups. This study was conducted in the coastal region of the Enez district of Edirne, one of Turkey's northwestern provinces. With ROS, remoteness, and evidence of humans criteria were considered unweighted, and four land classes, urban, rural, natural with road, and primitive-semiprimitive, and activities suitable for these land classes were determined in the GIS environment. These are six terrestrial activities including nature walk, cycling, horse riding, picnic, camping, and wildlife observation, and four water-based activities including canoeing, swimming, diving, and handline fishing. With the </span></span>AHP<span>, nine natural criteria were analyzed as weighted and four suitability levels were determined for each activity in the GIS environment, as not suitable, marginally suitable, moderately suitable, and highly suitable. Sensitivity analysis by changing the priorities of the criteria showed that the analysis using the AHP results was reliable especially for determining highly suitable areas, and could be helpful for outdoor recreation planning. Finally, the suitability maps matched the ROS land classes, and the verified final maps were created. This study provides reliable results, showing that planners and decision-makers can adapt to similar areas with different administrative or geographical boundaries. Simultaneously, it contains a series of information that will contribute to planning components such as exploring, developing, diversifying, and presenting outdoor recreation opportunities and restricting them when necessary.</span></p></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"44 ","pages":"Article 100703"},"PeriodicalIF":3.8,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92136034","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transformative potential of nature-based values that influence the relationships between reported and intended pro-environmental behavior 以自然为基础的价值观的变革潜力,影响报告的和预期的亲环境行为之间的关系
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-10-26 DOI: 10.1016/j.jort.2023.100702
Dana N. Johnson , Carena J. van Riper , Julianna Rogowski , Evan Salcido , William P. Stewart , Rose Keller

Protected area landscapes embody multiple values of nature that can create meaning in everyday life. Though the values ascribed to these environments theoretically inspire changes in human behavior, surprisingly few studies have empirically evaluated how ‘specific values’ affect actions that benefit the environment. We used Public Participation in Geographic Information Systems (PPGIS) methods to evaluate the relationships among four nature-based values and the patterns of both reported and intended behavior among visitors to Denali National Park and Preserve, Alaska, USA (n = 667). We found that wilderness, recreation, ecological integrity, and scientific qualities of places were particularly important for characterizing the Denali landscape and accounted for more variation in intended than reported pro-environmental behaviors. We provide new insights on how nature-based values underpin the decisions of visitors and lead to transformative changes after experiencing a high profile, charismatic protected area. Understanding the reasons why people forge connections with natural areas and modeling how these associations relate to different types of behavior advances knowledge of how to effectively build environmental stewardship and guide public land management decisions.

Management implications

Findings from this study provide public land management agencies with insight on what people value in protected areas, the locations they appreciate, and how their experiences may influence their behaviors after returning home. We contend that “nature-based values” that encompass recreation, ecological integrity, wilderness, and scientific qualities of nature are particularly important to visitors and can provide a basis for communication about high and low priority places, as well as spatially explicit guidance for management agencies. Also, we show that as nature-based values increase, so do the reported and intended actions of people who visit Denali National Park and Preserve. As such, these multiple values of nature should be harnessed to inspire and energize more environmentally friendly practices in the future.

保护区景观体现了自然的多重价值,可以在日常生活中创造意义。虽然从理论上讲,赋予这些环境的价值观激发了人类行为的变化,但令人惊讶的是,很少有研究从经验上评估“特定价值观”如何影响有益于环境的行动。我们使用公众参与地理信息系统(PPGIS)方法来评估美国阿拉斯加州德纳里国家公园和自然保护区游客的四种基于自然的价值观之间的关系以及报告和预期行为模式(n = 667)。我们发现,荒野、娱乐、生态完整性和地方的科学质量对迪纳里景观的特征尤为重要,并且比报道的亲环境行为更能说明预期的变化。我们提供了新的见解,以自然为基础的价值观如何支持游客的决定,并在经历了一个引人注目的、有魅力的保护区之后导致变革。了解人们与自然区域建立联系的原因,并对这些联系与不同类型的行为之间的关系进行建模,有助于了解如何有效地建立环境管理和指导公共土地管理决策。管理启示本研究的发现为公共土地管理机构提供了洞察人们在保护区的价值,他们欣赏的位置,以及他们的经历如何影响他们回家后的行为。我们认为,“以自然为基础的价值”,包括娱乐、生态完整性、荒野和自然的科学品质,对游客来说尤其重要,可以为优先级高低的地方提供沟通的基础,并为管理机构提供明确的空间指导。此外,我们还表明,随着以自然为基础的价值观的增加,访问德纳里国家公园和保护区的人们所报告的和预期的行为也在增加。因此,应该利用这些自然的多重价值来激励和激励未来更环保的做法。
{"title":"Transformative potential of nature-based values that influence the relationships between reported and intended pro-environmental behavior","authors":"Dana N. Johnson ,&nbsp;Carena J. van Riper ,&nbsp;Julianna Rogowski ,&nbsp;Evan Salcido ,&nbsp;William P. Stewart ,&nbsp;Rose Keller","doi":"10.1016/j.jort.2023.100702","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100702","url":null,"abstract":"<div><p><span>Protected area landscapes embody multiple values of nature that can create meaning in everyday life. Though the values ascribed to these environments theoretically inspire changes in human behavior, surprisingly few studies have empirically evaluated how ‘specific values’ affect actions that benefit the environment. We used Public Participation in Geographic Information Systems (PPGIS) methods to evaluate the relationships among four nature-based values and the patterns of both reported and intended behavior among visitors to Denali National Park and Preserve, Alaska, USA (n = 667). We found that wilderness, recreation, ecological integrity, and scientific qualities of places were particularly important for characterizing the Denali landscape and accounted for more variation in intended than reported pro-environmental behaviors. We provide new insights on how nature-based values underpin the decisions of visitors and lead to transformative changes after experiencing a high profile, charismatic protected area. Understanding the reasons why people forge connections with natural areas and modeling how these associations relate to different types of behavior advances knowledge of how to effectively build </span>environmental stewardship<span> and guide public land management decisions.</span></p></div><div><h3>Management implications</h3><p>Findings from this study provide public land management agencies with insight on what people value in protected areas, the locations they appreciate, and how their experiences may influence their behaviors after returning home. We contend that “nature-based values” that encompass <em>recreation</em>, <em>ecological integrity</em>, <em>wilderness</em>, and <em>scientific</em> qualities of nature are particularly important to visitors and can provide a basis for communication about high and low priority places, as well as spatially explicit guidance for management agencies. Also, we show that as nature-based values increase, so do the reported and intended actions of people who visit Denali National Park and Preserve. As such, these multiple values of nature should be harnessed to inspire and energize more environmentally friendly practices in the future.</p></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"44 ","pages":"Article 100702"},"PeriodicalIF":3.8,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92017970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fad or Renaissance? Motivational and demographic characteristics of USDA Forest Service recreationists during and after the pandemic 流行还是文艺复兴?美国农业部林业局在疫情期间和之后的娱乐人员的动机和人口特征
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-10-21 DOI: 10.1016/j.jort.2023.100700
Chase Perren , B. Bynum Boley , Gary T. Green , Eric M. White

While there have been a host of studies investigating the COVID-19 pandemic's influence on outdoor recreation, few have investigated the socio-demographic composition and motivations of visitors who increased their outdoor recreation during this period and if these users will continue recreating at the same level as the pandemic wanes. This study surveyed visitors to the Nantahala and Pisgah National Forests (NPNF) within the US state of North Carolina to identify if rising outdoor recreation participation is solely a result of the pandemic or more indicative of a renaissance. Demographic and motivational differences between those whose recreation decreased, stayed the same or increased during the pandemic were also analyzed to see if these patterns remain stable one year after the pandemic. The sample of 1594 visitors from Georgia (n = 483), South Carolina (n = 682), and North Carolina (n = 429) indicate growth in visitation to the NPNF is not just a fad but more of a renaissance with continued high levels of visitation forecasted after the pandemic. Results also show that outdoor recreationists characterized as more ethnically diverse with lower income and educational levels had visitation levels to the forest that increased during the pandemic compared to the outdoor recreationists who were White, more affluent, and highly educated. However, these changes appear to reverse moving out of the pandemic as these more diverse users mention having greater structural, interpersonal, and intrapersonal constraints. Managers who seek social and environmental justice with the provisioning of outdoor recreation should follow-up with these more diverse users to better understand their satisfaction with the FS experience during the pandemic and identify strategies to help them negotiate constraints limiting their outdoor recreation.

Management implications

For public land managers, these findings suggest that increased visitation levels are here to stay. The results also suggest that the pandemic provided users with more diverse backgrounds the space and time to recreate during the pandemic. Unfortunately, it appears that the challenges of everyday life may limit this group from continuing to recreate at the level they did during the pandemic. Managers should take advantage of this opportunity to try to understand these more diverse users and why they anticipate their participation in outdoor recreation dropping as we move out of the pandemic.

尽管有大量研究调查了新冠肺炎疫情对户外娱乐的影响,但很少有研究调查了在此期间增加户外娱乐的游客的社会形态构成和动机,以及这些用户是否会在疫情消退时继续以相同的水平进行娱乐。这项研究调查了美国北卡罗来纳州南塔哈拉和皮斯加国家森林(NPNF)的游客,以确定户外娱乐参与度的增加是否仅仅是疫情的结果,或者更多地表明了复兴。还分析了那些在疫情期间娱乐活动减少、保持不变或增加的人之间的人口统计学和动机差异,以了解这些模式在疫情后一年是否保持稳定。来自佐治亚州(n=483)、南卡罗来纳州(n=682)和北卡罗来纳州(n=429)的1594名游客样本表明,NPNF的游客增长不仅是一种时尚,更像是一种复兴,预计疫情后游客数量将继续保持高水平。结果还显示,与白人、更富裕、受过高等教育的户外娱乐者相比,种族更多元、收入和教育水平更低的户外娱乐主义者在疫情期间对森林的访问量有所增加。然而,这些变化似乎扭转了摆脱疫情的趋势,因为这些更多元化的用户提到他们有更大的结构、人际和个人约束。通过提供户外娱乐寻求社会和环境正义的管理者应跟进这些更多元化的用户,以更好地了解他们对疫情期间FS体验的满意度,并确定策略,帮助他们协商限制户外娱乐的限制。管理含义对于公共土地管理者来说,这些发现表明,访问量的增加将持续下去。研究结果还表明,疫情为背景更加多样化的用户提供了在疫情期间重新创作的空间和时间。不幸的是,似乎日常生活的挑战可能会限制这一群体继续以疫情期间的水平进行重建。管理者应该利用这个机会,努力了解这些更加多样化的用户,以及为什么他们预计随着我们摆脱疫情,他们对户外娱乐的参与度会下降。
{"title":"Fad or Renaissance? Motivational and demographic characteristics of USDA Forest Service recreationists during and after the pandemic","authors":"Chase Perren ,&nbsp;B. Bynum Boley ,&nbsp;Gary T. Green ,&nbsp;Eric M. White","doi":"10.1016/j.jort.2023.100700","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100700","url":null,"abstract":"<div><p>While there have been a host of studies investigating the COVID-19 pandemic's influence on outdoor recreation, few have investigated the socio-demographic composition and motivations of visitors who increased their outdoor recreation during this period and if these users will continue recreating at the same level as the pandemic wanes. This study surveyed visitors to the Nantahala and Pisgah National Forests (NPNF) within the US state of North Carolina to identify if rising outdoor recreation participation is solely a result of the pandemic or more indicative of a renaissance. Demographic and motivational differences between those whose recreation decreased, stayed the same or increased during the pandemic were also analyzed to see if these patterns remain stable one year after the pandemic. The sample of 1594 visitors from Georgia (n = 483), South Carolina (n = 682), and North Carolina (n = 429) indicate growth in visitation to the NPNF is not just a fad but more of a renaissance with continued high levels of visitation forecasted after the pandemic. Results also show that outdoor recreationists characterized as more ethnically diverse with lower income and educational levels had visitation levels to the forest that increased during the pandemic compared to the outdoor recreationists who were White, more affluent, and highly educated. However, these changes appear to reverse moving out of the pandemic as these more diverse users mention having greater structural, interpersonal, and intrapersonal constraints. Managers who seek social and environmental justice with the provisioning of outdoor recreation should follow-up with these more diverse users to better understand their satisfaction with the FS experience during the pandemic and identify strategies to help them negotiate constraints limiting their outdoor recreation.</p></div><div><h3>Management implications</h3><p>For public land managers, these findings suggest that increased visitation levels are here to stay. The results also suggest that the pandemic provided users with more diverse backgrounds the space and time to recreate during the pandemic. Unfortunately, it appears that the challenges of everyday life may limit this group from continuing to recreate at the level they did during the pandemic. Managers should take advantage of this opportunity to try to understand these more diverse users and why they anticipate their participation in outdoor recreation dropping as we move out of the pandemic.</p></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"44 ","pages":"Article 100700"},"PeriodicalIF":3.8,"publicationDate":"2023-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50176851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Forecasting daily foot traffic in recreational trails using machine learning 使用机器学习预测休闲步道的每日行人流量
IF 3.8 3区 管理学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM Pub Date : 2023-10-20 DOI: 10.1016/j.jort.2023.100701
Kyle Madden , Goda Lukoseviciute , Elaine Ramsey , Thomas Panagopoulos , Joan Condell

This paper discusses weather factors that may affect the level of visitation at recreational walking trails and provides insights into how specific factors (wind, rain etc.) can influence visitation. The quantity of visitors received affects trail management strategies, as there are often damaging effects attributed to the excessive visitation of natural areas. Therefore, accurate forecasting can inform trail management plans. Trail partners have expressed a demand for a system that can deliver qualitative insights to inform trail management while also providing accurate visitor forecasts. This study applied the approach, utilising Machine Learning and historic footfall data from electronic people-counting sensors alongside weather data; our model is a first in the introduction of Tourism Climate Indexes into forecasting models. Factors influencing visitation levels at three walking trails across the Atlantic Area of Europe were discussed. The results highlight that the model predicts trail use with satisfactory accuracy to inform adaptive management frameworks measuring visitor experience indicators.

Management implications

  • Environmental monitoring can gather insights into the situational factors that affect visitation levels on their trails, or if there are other contributing factors aside from weather data that could be investigated.

  • Trail-related recreation operators can formulate and develop strategies and plans to prevent the occurrence of tourist crowding or congestion in periods of high demand and increase trail visitor arrivals in low demand.

  • Trail managers can develop new service that will attract visitors under different weather conditions such as shelters, indoor museums, tents that hosts visitors during rainy or sunny days.

  • Trail managers can prepare for a lower trail visitation demand through marketing and offering alternative recreational activities.

本文讨论了可能影响休闲步道参观水平的天气因素,并深入了解了特定因素(风、雨等)如何影响参观。接待的游客数量影响了步道管理策略,因为对自然区域的过度访问往往会产生破坏性影响。因此,准确的预测可以为跟踪管理计划提供信息。步道合作伙伴表达了对一个系统的需求,该系统可以提供定性见解,为步道管理提供信息,同时提供准确的游客预测。这项研究应用了这种方法,利用了机器学习和电子人数传感器的历史客流量数据以及天气数据;我们的模型是首次将旅游气候指数引入预测模型。讨论了影响欧洲大西洋地区三条步行道访问量的因素。结果强调,该模型以令人满意的准确性预测了步道使用情况,为衡量游客体验指标的自适应管理框架提供了信息。管理影响•环境监测可以深入了解影响其步道访问水平的情境因素,或者除了天气数据之外,是否还有其他因素可以调查。•与步道相关的娱乐运营商可以制定和制定策略和计划,以防止游客在高需求时期出现拥挤或拥堵,并在低需求时期增加步道游客人数。•步道管理人员可以开发新的服务,在不同的天气条件下吸引游客,如避难所、室内博物馆、雨天或晴天接待游客的帐篷。•步道管理员可以通过营销和提供替代娱乐活动来为较低的步道参观需求做好准备。
{"title":"Forecasting daily foot traffic in recreational trails using machine learning","authors":"Kyle Madden ,&nbsp;Goda Lukoseviciute ,&nbsp;Elaine Ramsey ,&nbsp;Thomas Panagopoulos ,&nbsp;Joan Condell","doi":"10.1016/j.jort.2023.100701","DOIUrl":"https://doi.org/10.1016/j.jort.2023.100701","url":null,"abstract":"<div><p>This paper discusses weather factors that may affect the level of visitation at recreational walking trails and provides insights into how specific factors (wind, rain etc.) can influence visitation. The quantity of visitors received affects trail management strategies, as there are often damaging effects attributed to the excessive visitation of natural areas. Therefore, accurate forecasting can inform trail management plans. Trail partners have expressed a demand for a system that can deliver qualitative insights to inform trail management while also providing accurate visitor forecasts. This study applied the approach, utilising Machine Learning and historic footfall data from electronic people-counting sensors alongside weather data; our model is a first in the introduction of Tourism Climate Indexes into forecasting models. Factors influencing visitation levels at three walking trails across the Atlantic Area of Europe were discussed. The results highlight that the model predicts trail use with satisfactory accuracy to inform adaptive management frameworks measuring visitor experience indicators.</p></div><div><h3>Management implications</h3><p></p><ul><li><span>•</span><span><p>Environmental monitoring can gather insights into the situational factors that affect visitation levels on their trails, or if there are other contributing factors aside from weather data that could be investigated.</p></span></li><li><span>•</span><span><p>Trail-related recreation operators can formulate and develop strategies and plans to prevent the occurrence of tourist crowding or congestion in periods of high demand and increase trail visitor arrivals in low demand.</p></span></li><li><span>•</span><span><p>Trail managers can develop new service that will attract visitors under different weather conditions such as shelters, indoor museums, tents that hosts visitors during rainy or sunny days.</p></span></li><li><span>•</span><span><p>Trail managers can prepare for a lower trail visitation demand through marketing and offering alternative recreational activities.</p></span></li></ul></div>","PeriodicalId":46931,"journal":{"name":"Journal of Outdoor Recreation and Tourism-Research Planning and Management","volume":"44 ","pages":"Article 100701"},"PeriodicalIF":3.8,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50176852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Outdoor Recreation and Tourism-Research Planning and Management
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1