The DOI matches its Crossref record; 90 of the 93 references it cites were found in a registry or an index.
Climate change and tourism: a scientometric analysis using CiteSpace
Abstract
The interaction between climate change and tourism has been one of the most critical and dynamic research areas in the field of sustainable tourism in recent years. In this paper, a scientometric analysis of 976 academic publications between 1990 and 2015 related to climate change and tourism is presented to characterize the intellectual landscape by identifying and visualizing the evolution of the collaboration network, the co-citation network, and emerging trends. The results show that the number of publications in this field has increased rapidly and it has become an increasingly interdisciplinary research subject. The most productive authors and institutions in this subject area are in Australia, USA, Canada, New Zealand, and European countries. In this paper, we identify the most pressing topics of climate change and tourism research, as represented in the existing literature, which include the consequences of climate change for tourism, necessary adaptations, the vulnerability of the tourism industry, tourist behaviour and demand in response to climate change, and emission reductions in the tourism sector. The paper presents an in-depth analysis of climate change and tourism research to better understand global trends and directions in this field that have emerged over the past 25 years.
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“Co-citation patterns and frequency help identify knowledge domains since higher co-citation frequencies between two publications suggest stronger relationships, uniformity of references and collective knowledge (Fang et al. 2018).”
From Blockchain technology in the smart city: A bibliometric review (2022) · cites this paper as Fang et al. 2018
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Cites
Maximum Likelihood from Incomplete Data Via the EM Algorithm
Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1977.tb01600.x · Cited by 50,444
Climate Change 2007: Impacts, Adaptation and Vulnerability
Parry, M. L., Canziani, O. F., Palutikof, J. P., van der Linden, P., & Hanson, C. (2007) · Centre for Environmental Data Analysis Digital Repository (Centre for Environmental Data Analysis) · doi:10.5281/zenodo.7356334 · Cited by 9,138
Chen, C. (2005) · Journal of the American Society for Information Science and Technology · doi:10.1002/asi.20317 · Cited by 6,820
(2013) · Cited by 6,752
Co‐citation in the scientific literature: A new measure of the relationship between two documents
Small, H. (1973) · Journal of the American Society for Information Science · doi:10.1002/asi.4630240406 · Cited by 5,345
Maximum likelihood estimation from incomplete data via the EM algorithm
Dempster, A. P. (1977) · Journal of the Royal Statistical Society Series A (Statistics in Society) · Cited by 4,543
Searching for intellectual turning points: progressive knowledge domain visualization
Chen, C. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0307513100 · Cited by 2,791
Emerging trends in regenerative medicine: a scientometric analysis inCiteSpace
Chen, C., Hu, Z., Liu, S., & Tseng, H. (2012) · Expert Opinion on Biological Therapy · doi:10.1517/14712598.2012.674507 · Cited by 1,413
Applications of a universal thermal index: physiological equivalent temperature
Matzarakis, A., Mayer, H., & Iziomon, M. G. (1999) · International Journal of Biometeorology · doi:10.1007/s004840050119 · Cited by 1,269
Research works printed but not linked: 6
- Burton R., 1995, Travel geography
- Ceron J.P., 2007, Tourism & Hospitality, 4, 191
- IPCC, 2014, Climate change 2014: Impacts, adaptation, and vulnerability. Part A: Global and sectoral aspects
- König U., 1998, Tourism in a warmer world: Implications of climate change due to enhanced greenhouse effect for the ski industry in the Australian Alps
- Scott D., 2012, Wiley Interdisciplinary Reviews, 3, 213
- Sgouridis S., 2011, Transportation Research Part A, 45, 1077
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BackgroundSatellite Altimetry: Achievements and Future Trends by a Scientometrics Analysis
Yang, L., Lin, L., Fan, L., Liu, N., Huang, L., Xu, Y., Mertikas, S. P., Jia, Y., & Lin, M. (2022) · Remote Sensing · doi:10.3390/rs14143332 · Cited by 34
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“for this process since it uses a weighting algorithm to present the core concept of each cluster [72].”
MethodCerisola, S., & Panzera, E. (2024) · Tourism Economics · doi:10.1177/13548166241234099 · Cited by 64
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Xu, X., & Feng, C. Q. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-14959-3 · Cited by 28
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BackgroundDai, K., Mok, K. H., & Li, X. (2023) · Compare A Journal of Comparative and International Education · doi:10.1080/03057925.2023.2292517 · Cited by 28
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Student, J., Kramer, M. R., & Steinmann, P. (2020) · Annals of Tourism Research · doi:10.1016/j.annals.2020.103034 · Cited by 31
Chan, C., Nozu, K., & Zhou, Q. (2021) · Tourism Recreation Research · doi:10.1080/02508281.2021.1881707 · Cited by 27
Castrillón, M. I. D., Canto, A. I. G., & López, N. R. (2021) · Environment Development and Sustainability · doi:10.1007/s10668-021-01951-7 · Cited by 27
“Co‐citation is the frequency at which two articles are cited in another article (Cui et al., 2018; Fang et al., 2017).”
BackgroundLiu, S., Lin, Z., Huang, W., & Yan, B. (2024) · Defence Technology · doi:10.1016/j.dt.2024.09.006 · Cited by 28
Chantre-Astaiza, Á., Moraleda, L. F., Mazón, A. I. M., & Ramírez-González, G. (2019) · Sustainability · doi:10.3390/su11174738 · Cited by 28
Zhou, S., Zhang, X., Liu, J., Zhang, K., & Zhao, Y. (2020) · Journal of Science and Technology Policy Management · doi:10.1108/jstpm-05-2019-0051 · Cited by 27
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García-Rivas, M. I., Gálvez‐Sánchez, F. J., Vivó, J. M. N., & Meseguer-Sánchez, V. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e18348 · Cited by 41
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BackgroundJia, Q., Wei, L., & Li, X. (2019) · Sustainability · doi:10.3390/su11205596 · Cited by 28
“It has been used to map various research areas such as social commerce [44], regenerative medicine [45], hospitality [46], and climate change and tourism [47].”
BackgroundMethodZhang, Y., Wang, W., Mi, L., Chen, H., Xiao, H. B., Shang, K., Qiao, L. J., & Wang, L. (2022) · International Journal of Disaster Risk Reduction · doi:10.1016/j.ijdrr.2022.103408 · Cited by 32
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Shukor, S. A., & Kattiyapornpong, U. (2023) · Journal of Islamic marketing · doi:10.1108/jima-11-2022-0302 · Cited by 31
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Lindawati, A. S. L., & Meiryani, M. (2024) · Cogent Business & Management · doi:10.1080/23311975.2024.2325112 · Cited by 30
Climate in tourism’s research agenda: future directions based on literature review
Lopes, H. S., Remoaldo, P. C. A., Silva, M. G. E., Ribeiro, V., & Vide, J. M. (2021) · Boletín de la Asociación de Geógrafos Españoles · doi:10.21138/bage.3116 · Cited by 25
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Rushton, B., & Rutty, M. (2023) · Current Issues in Tourism · doi:10.1080/13683500.2023.2185506 · Cited by 25
“While research on the relationship between climate change and tourism has grown over the past several decades (Fang et al., 2018; Rutty et al., 2021), the di ff erential climate change risks faced by tourism-dependent communities and livelihoods at regional, destination, and country scales remain…”
BackgroundKumail, T., Mandić, A., Li, H., & Sadiq, F. (2024) · Tourism Management Perspectives · doi:10.1016/j.tmp.2024.101284 · Cited by 24
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Yu, D., Li, S., & Guo, Z. (2020) · Advances in Meteorology · doi:10.1155/2020/8886316 · Cited by 23
Shishan, F., Mahshi, R., Kurdi, B. H. A., Alotoum, F. J., & Alshurideh, M. T. (2021) · Sustainability · doi:10.3390/su14010276 · Cited by 24
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BackgroundCerisola, S., & Panzera, E. (2022) · Papers of the Regional Science Association · doi:10.1111/pirs.12709 · Cited by 23
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Alnedawi, A., Ullah, S., Azam, A. M., Mousa, E., Obaid, I. A., & Yosri, A. M. (2021) · Transportation Geotechnics · doi:10.1016/j.trgeo.2021.100711 · Cited by 23
Prados‐Peña, M. B., Gálvez‐Sánchez, F. J., López, A. G., & Moreno, V. M. (2022) · Frontiers in Environmental Science · doi:10.3389/fenvs.2022.949681 · Cited by 23
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Khojasteh, D., Haghani, M., Shamsipour, A., Zwack, C. C., Glamore, W. C., Nicholls, R. J., & England, M. H. (2024) · Wiley Interdisciplinary Reviews Climate Change · doi:10.1002/wcc.884 · Cited by 26
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The declining dependence of ski lift operators on natural snow conditions
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BackgroundVardiambasis, I. O., Kapetanakis, T. N., Nikolopoulos, C. D., Trinh, K. T., Tsubota, T., Keyikoğlu, R., Khataee, A., & Kalderis, D. (2020) · Energies · doi:10.3390/en13174572 · Cited by 23
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Wang, G., Li, S., Yang, Y., Wang, Y., & Shin, C.-H. (2024) · Agriculture · doi:10.3390/agriculture14060900 · Cited by 21
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Mushawemhuka, W. J., Fitchett, J. M., & Hoogendoorn, G. (2020) · South African Geographical Journal · doi:10.1080/03736245.2020.1835703 · Cited by 23
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“For instance, Fang, Yin, and Wu (2017) conducted a scientometric analysis of climate change and tourism by using CiteSpace.”
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Wu, M., Wang, Y., Yan, C., & Zhao, Y. M. (2020) · The Journal of Maternal-Fetal & Neonatal Medicine · doi:10.1080/14767058.2020.1729731 · Cited by 21
“[16], climate change and tourism [17], and storm-”
BackgroundVaghefi, S. A., Muccione, V., van Ginkel, K., & Haasnoot, M. (2021) · Environmental Science & Policy · doi:10.1016/j.envsci.2021.09.005 · Cited by 20
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Hu, H., & Xu, K. (2022) · SAGE Open · doi:10.1177/21582440221126684 · Cited by 20
Kong, W., Luo, H., Yu, Z., Li, Y., Wang, C., & Meng, X. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-024-04663-w · Cited by 20
Santos-Lacueva, R., Ariza, E., Romagosa, F., & Saladié, Ò. (2019) · Journal of Sustainable Tourism · doi:10.1080/09669582.2019.1607865 · Cited by 20
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BackgroundZhao, S., Quan, J., Wang, T., Song, D., Huang, J., He, W., & Li, G. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-17814-7 · Cited by 20
“Furthermore, the research foundation, milestone, hotspot, key technology and emerging trend in the academic fields can be identified and investigated (Fang et al., 2018).”
BackgroundLai, Q., Ma, J., He, F., Zhang, A., Pei, D., Wei, G., & Zhu, X. (2022) · Water · doi:10.3390/w14081193 · Cited by 20
Wang, L., Gong, Z., Shi, L., Hu, Z., & Shah, A. A. (2021) · Natural Hazards · doi:10.1007/s11069-020-04465-z · Cited by 19
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Zhou, W. H., Chen, Q., & Meng, S. (2019) · Economic Research-Ekonomska Istraživanja · doi:10.1080/1331677x.2019.1660202 · Cited by 19
Qu, G., Zhang, Y., Tan, K., Han, J., & Qu, W. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19074142 · Cited by 23
“It has been used in various fields since software development, such as climate change and tourism research [15], Western economic geography research [16], education administration [17,18], online health [19], and so on.”
MethodXie, K., Yu, S., Wang, P., & Chen, P. (2021) · International Journal of Polymer Science · doi:10.1155/2021/6694105 · Cited by 19
Wang, X., Gong, X.-F., Xiong, K.-X., Guo, D.-S., Liu, L., Lin, C.-M., & Chang, W. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.930713 · Cited by 21
Zhang, J., Quoquab, F., & Mohammad, J. (2023) · SAGE Open · doi:10.1177/21582440231211706 · Cited by 18
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Gong, X.-Y., Yee, C., Lee, S. Y., Cao, E., & Saif, A. (2024) · Humanities and Social Sciences Communications · doi:10.1057/s41599-024-03473-9 · Cited by 22
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Zhang, Y., Wang, L., Wang, J., & Tian, F. (2023) · Journal of Tourism and Cultural Change · doi:10.1080/14766825.2023.2260357 · Cited by 18
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BackgroundZeolite-based soil stabilization: A review
Khajeh, A., Salimi, M., MolaAbasi, H., Seif, M. E., Payan, M., & Keawsawasvong, S. (2025) · Journal of Rock Mechanics and Geotechnical Engineering · doi:10.1016/j.jrmge.2025.06.039 · Cited by 17
Xu, S., Stanis, S. A. W., Zhang, H., Groshong, L., & Morgan, M. (2020) · Journal of Sustainable Tourism · doi:10.1080/09669582.2020.1855435 · Cited by 17
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Li, J., Zheng, X., & Zhang, C. (2021) · Environmental Earth Sciences · doi:10.1007/s12665-021-09804-2 · Cited by 17
Mostafa, M. M. (2023) · Quality & Quantity · doi:10.1007/s11135-023-01626-7 · Cited by 19
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Xie, J., Bian, Z., Wu, Q., Lin, T., Wu, F., & Lin, T. (2021) · Aquaculture and Fisheries · doi:10.1016/j.aaf.2021.09.005 · Cited by 22
Friedrich, J., Stahl, J., Fitchett, J. M., & Hoogendoorn, G. (2020) · Transactions of the Royal Society of South Africa · doi:10.1080/0035919x.2020.1716869 · Cited by 16
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Sun, Y., Zhang, H., Lin, Q., Zhang, C., He, C., & Zheng, H. (2024) · Ocean & Coastal Management · doi:10.1016/j.ocecoaman.2024.107106 · Cited by 18
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Kapetanakis, D., Georgopoulou, E., Mirasgedis, S., & Sarafidis, Y. (2022) · Atmosphere · doi:10.3390/atmos13020282 · Cited by 15
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Zhang, Y., Wang, L., Zheng, Y., & Tian, F. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e17109 · Cited by 17
“The representativeness of WoS has been confirmed in many bibliometric studies [15,16].”
BackgroundImpact investing: Scientometric review and research agenda
Singhania, M., & Swami, D. (2023) · Business Ethics the Environment & Responsibility · doi:10.1111/beer.12599 · Cited by 16
Hadiyawarman, Wisely, N., Iqbal, M., Timuda, G. E., Darsono, N., Yuliarto, B., & Khaerudini, D. S. (2023) · Clean Technologies and Environmental Policy · doi:10.1007/s10098-023-02686-x · Cited by 17
Luo, H., Liu, Z., Li, Y., Meng, X., & Yang, X. (2024) · Urban Climate · doi:10.1016/j.uclim.2024.102141 · Cited by 15
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Jin, H., Chan, M., Morda, R., Lou, C. X., & Vrcelj, Z. (2021) · International Journal of Construction Management · doi:10.1080/15623599.2021.2017114 · Cited by 15
“Silhouette value is an indicator of homogeneity used for measuring the quality of a cluster (Fang et al. 2018).”
BackgroundMethodProgresses and Perspectives of the Resource Evaluation Related to Agri-Cultural Heritage Tourism
Qingwen, M., Wang, B., & Yehong, S. (2022) · Journal of Resources and Ecology · doi:10.5814/j.issn.1674-764x.2022.04.016 · Cited by 14
“3 Institutional collaboration analysis The collaboration network of institutions can help to show the relationships involved in the cooperation between the key institutions and reveal the influence among the institutions (Fang et al., 2018).”
BackgroundMethodStakeholder perceptions of climate change threats to the Zimbabwean nature-based tourism sector
Mushawemhuka, W. J., Fitchett, J. M., & Hoogendoorn, G. (2022) · Environmental Development · doi:10.1016/j.envdev.2022.100779 · Cited by 14
Kırsal Turizm ve Kırsal Kalkınma Yayınlarının VOSviewer ile Bibliyometrik Analizi
Ongun, U. (2023) · Journal of Tourism Intelligence and Smartness · doi:10.58636/jtis.1335826 · Cited by 14
Anomalous citations detection in academic networks
Liu, J., Bai, X., Wang, M., Tuarob, S., & Xia, F. (2024) · Artificial Intelligence Review · doi:10.1007/s10462-023-10655-5 · Cited by 15
“By using the data from CiteSpace, Fang et al. (2018) tend to identify the intellectual landscape of climate change and tourism based on analyzing and visualizing the collaboration network and the co-citation network of the related areas.”
Colombo, B., Gaiardelli, P., Dotti, S., & Caretto, F. (2022) · Journal of Composite Materials · doi:10.1177/00219983221109877 · Cited by 14
“First introduced by Henry Small in 1973,(59) co-citation is defined as the occurrence with which two articles are cited together by another document: The more co-citations two articles receive, the higher their co-citation strength and the higher the probability that they are semantically interrelated,(59) thus demons…”
BackgroundEcotourism research: a bibliometric review
Dinç, A., Bahar, M., & Topsakal, Y. (2023) · Tourism & Management Studies · doi:10.18089/tms.2023.190103 · Cited by 14
Progress in Ecosystem Health Research and Future Prospects
Wang, J., Zhang, J., Wang, P., Ma, X., Yang, L., & Zhou, L. (2022) · Sustainability · doi:10.3390/su142315814 · Cited by 13
How Ski Tourism Involvement Promotes Tourists’ Low-Carbon Behavior?
Yang, Y., Sun, X., Hu, L., Ma, Y., & Bu, H. (2023) · Sustainability · doi:10.3390/su151310277 · Cited by 13
A Comprehensive Bibliometric Analysis of Urban Renewal Research during 2012–2022
Zhang, B., Xiong, Y., Liu, H., Lyu, S., & Skitmore, M. (2023) · Buildings · doi:10.3390/buildings13112826 · Cited by 13
“Analysis of the publications in the various regions reflects the significance and impact of the country in the field [28].”
BackgroundHuamanchumo, R. M. E., Botezán, I., Jiménez, R. S., Villalba‐Condori, K. O., & Universidad Católica de Santa María, V. D. I. (2024) · GeoJournal of Tourism and Geosites · doi:10.30892/gtg.542spl19-1270 · Cited by 13
Apeh, O. O., & Nwulu, N. I. (2025) · Energy Nexus · doi:10.1016/j.nexus.2025.100405 · Cited by 16
Liu, C., & Li, K. (2020) · Library Hi Tech · doi:10.1108/lht-12-2019-0252 · Cited by 13
Bujas, T., Vladimir, N., Koričan, M., Vukić, M., Ćatipović, I., & Fan, A. (2023) · Applied Sciences · doi:10.3390/app13116699 · Cited by 13
Chen, L., Wei, Q., Li, J., Liao, D., & Feng, D. (2020) · Phytomedicine · doi:10.1016/j.phymed.2020.153190 · Cited by 13
Lam-González, Y. E., García, C., Hernández, M. M. G., & León, C. J. (2020) · Atmosphere · doi:10.3390/atmos12010022 · Cited by 12
The Application and Ethics of Artificial Intelligence in Blockchain
Chen, J. E., Bao, F., Li, C., & Lin, Y. (2023) · Journal of Global Information Management · doi:10.4018/jgim.323656 · Cited by 18
“As a textual analysis technology, a keyword co-occurrence network is an effective tool for exploring the topics of research in the literature library (Fang et al., 2017).”
MethodA bibliographic review on anthropogenic climate change and drought
Yohannes, T., Yu, J., Kazora, J., Oo, K. T., Muleta, D., Adem, K., & Geremew, T. (2024) · Environmental Science & Policy · doi:10.1016/j.envsci.2024.103830 · Cited by 13
Dai, J., Ma, F., Fu, Z., Li, C., Hou, Y., Wen, Y., Zou, Y., Yuan, D., Dong, W., & Shi, K. (2024) · Journal of Traffic and Transportation Engineering (English Edition) · doi:10.1016/j.jtte.2024.05.001 · Cited by 14
Bibliometric overview and retrospective analysis of fund performance research between 1966 and 2019
Zhou, W. H., Luo, D., Fang, H., Gou, X., & Chen, J. (2020) · Economic Research-Ekonomska Istraživanja · doi:10.1080/1331677x.2020.1755879 · Cited by 12
“, 2018), scientifically measure the literature on climate change and tourism (Fang et al., 2018), present a visual analysis of research on information security risk (Li & Li, 2018), display the research progress on ecological models in the field of water eutrophication (Hu et al.”
BackgroundLiu, Y., Ruiz‐Menjivar, J., Hu, Y., Zavala, M., & Swisher, M. E. (2022) · Environments · doi:10.3390/environments9090120 · Cited by 12
Metadata
- Authors
- Fang, Y., Yin, J., & Wu, B.
- Affiliations
- International Center for Recreation and Tourism Research, College of Urban and Environmental Sciences, Peking University, Beijing, China
- East China Normal University (CN)
- Peking University (CN)
- Corresponding author
- Wu, Bihu
- ORCID
- Yin, Jie
- Venue
- Journal of Sustainable Tourism
- Publisher
- Informa UK Limited
- Published
- 2017-05-30
- Volume
- 26
- Issue
- 1
- Pages
- 108-126
- ISSN
- 0966-9582 (ISSN-L)
- 1747-7646
- OpenAlex
- W2620402730
- Cited by
- 405
- References
- 93
- Citations by year
- 2026: 31 · 2025: 30 · 2024: 67 · 2023: 72 · 2022: 65 · 2021: 59 · 2020: 46 · 2019: 22 · 2018: 10 · 2017: 3
- FWCI
- 56.73
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Sustainable Tourism (publishedVersion)
- Funders
- National Natural Science Foundation of China (41271151)
- Topics
- Social Sciences › Business, Management and Accounting › Tourism, Leisure and Hospitality Management › Diverse Aspects of Tourism Research
- Social Sciences › Sociology and Political Science › Climate Change Communication and Perception
- Social Sciences › Library and Information Sciences › scientometrics and bibliometrics research
- Keywords
- climate change, tourism, sustainable tourism, climate change impacts on tourism, tourism adaptation, tourism vulnerability, tourist behavior, research trends, collaboration networks, co-citation networks
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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