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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
Cited by
Sorted by citations
Global tourism vulnerability to climate change
Scott, D. J., Hall, C. M., & Gößling, S. (2019) · Annals of Tourism Research · doi:10.1016/j.annals.2019.05.007 · Cited by 576
“As the body of climate change and tourism research continues to grow (see Fang, Yin, & Wu, 2017), the ability to compare tourism regions around the world on speci fi c climate change impacts will become increasingly possible.”
BackgroundA critical review of climate change risk for ski tourism
Steiger, R., Scott, D. J., Abegg, B., Pons, M., & Aall, C. (2017) · Current Issues in Tourism · doi:10.1080/13683500.2017.1410110 · Cited by 496
Kai, J., & Ashworth, P. (2020) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2020.110521 · Cited by 312
Supply chain digitalization: past, present and future
Seyedghorban, Z., Tahernejad, H., Meriton, R., & Graham, G. (2019) · Production Planning & Control · doi:10.1080/09537287.2019.1631461 · Cited by 293
“A bigger node shows a higher combined co-citation for that node; while a thicker link between two nodes indicates high co-citation frequency for those two nodes (Chen 2006; Fang, Yin, and Wu 2018).”
BackgroundClimate change, coastal tourism, and impact chains – a literature review
Arabadzhyan, A., Figini, P., García, C., Hernández, M. M. G., Lam-González, Y. E., & León, C. J. (2020) · Current Issues in Tourism · doi:10.1080/13683500.2020.1825351 · Cited by 279
Impacts of climate change on mountain tourism: a review
Steiger, R., Knowles, N. L. B., Pöll, K., & Rutty, M. (2022) · Journal of Sustainable Tourism · doi:10.1080/09669582.2022.2112204 · Cited by 225
“…Pr € obstl-Haider et al., 2021; Steiger et al., 2021) activity-specific insights (e.g., skiing Gilaberte-Burdalo et al., 2014; Steiger et al., 2019) or bibliometric analyses to identify key contributors, collaboration networks and subject areas (e.g., Fang et al., 2018; Scott & G € ossling, 2022).”
Scott, D. J., & Gößling, S. (2022) · Annals of Tourism Research · doi:10.1016/j.annals.2022.103409 · Cited by 265
Trends in global research in forest carbon sequestration: A bibliometric analysis
Huang, L. S., Zhou, M., Lv, J. H., & Chen, K. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.119908 · Cited by 226
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Su, X., Li, X., & Kang, Y. (2019) · SAGE Open · doi:10.1177/2158244019840119 · Cited by 200
Wang, M., Li, X., & Wang, S. (2021) · Energy Policy · doi:10.1016/j.enpol.2021.112295 · Cited by 194
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KEMEÇ, A., & Altınay, A. (2023) · Sustainability · doi:10.3390/su15043618 · Cited by 184
“The keyword co-occurrence network analysis is one of the most effective approaches that may present scientific trends and issues that have evolved over time due to short, compact visualized maps [57].”
BackgroundMapping the first decade of circular economy research: a bibliometric network analysis
Alnajem, M., Mostafa, M. M., & ElMelegy, A. R. (2020) · Journal of Industrial and Production Engineering · doi:10.1080/21681015.2020.1838632 · Cited by 145
Bibliometric analysis of bibliometric studies in the field of tourism and hospitality
Ülker, P., Ülker, M., & Karamustafa, K. (2022) · Journal of Hospitality and Tourism Insights · doi:10.1108/jhti-10-2021-0291 · Cited by 136
Tourism governance and enabling drivers for intensifying climate action
Becken, S., & Loehr, J. (2022) · Journal of Sustainable Tourism · doi:10.1080/09669582.2022.2032099 · Cited by 142
“However, despite an increasing body of knowledge (e.g. Fang et al., 2018; Loehr & Becken, 2021b; Moyle et al., 2018), and perhaps due to tourism industry “ greenwash ” (Sharpley, 2020), it appears that the “ past 30 years has not prepared the sector for the next 30 years of accelerating climate…”
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Fu, H., & Waltman, L. (2022) · Climatic Change · doi:10.1007/s10584-022-03324-z · Cited by 133
“2017), climate change and tourism (Fang et al. 2018), climate change adaptation (Wang et al.”
BackgroundSohaib, M., Wang, Y., Iqbal, K., & Han, H. (2021) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2021.103126 · Cited by 123
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Wei, P., Abid, M., Adun, H. H., Kemena, A. D., Cai, D., Zaini, J., & Bamisile, O. (2023) · Applied Sciences · doi:10.3390/app13095626 · Cited by 112
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Sood, S. K., & Pooja (2023) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2023.3284689 · Cited by 127
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Wang, Q., Li, R., & Zhan, L. (2021) · Computer Science Review · doi:10.1016/j.cosrev.2021.100362 · Cited by 107
Blockchain technology in the smart city: A bibliometric review
Rejeb, A., Rejeb, K., Simske, S. J., & Keogh, J. G. (2022) · Quality & Quantity · doi:10.1007/s11135-021-01251-2 · Cited by 104
“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).”
BackgroundDube, K., & Nhamo, G. (2020) · Journal of Outdoor Recreation and Tourism · doi:10.1016/j.jort.2020.100281 · Cited by 99
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Geng, Y., & Maimaituerxun, M. (2022) · SAGE Open · doi:10.1177/21582440221119835 · Cited by 97
“Furthermore, if we compare author collaboration networks and author co-citation networks, we may find inconsistency of authors: the most productive authors may not be highly cited, which contradicts former results of other studies (Fang et al., 2018).”
BackgroundResultClimate change and carbon sink: a bibliometric analysis
Huang, L. S., Chen, K., & Zhou, M. (2020) · Environmental Science and Pollution Research · doi:10.1007/s11356-019-07489-6 · Cited by 97
Santos, R. M., & Bakhshoodeh, R. (2021) · Heliyon · doi:10.1016/j.heliyon.2021.e08219 · Cited by 116
“, 2021), tourism (Fang et al., 2018), and infectious diseases (Li et al.”
BackgroundAndriamamonjy, A. L., Saelens, D., & Klein, R. (2018) · Journal of Building Engineering · doi:10.1016/j.jobe.2018.12.021 · Cited by 103
The Tourism Climate Change Knowledge System
Loehr, J., & Becken, S. (2020) · Annals of Tourism Research · doi:10.1016/j.annals.2020.103073 · Cited by 95
Alsahafi, R., Alzahrani, A., & Mehmood, R. (2023) · Sustainability · doi:10.3390/su15054166 · Cited by 113
Willibald, F., Kotlarski, S., Ebner, P. P., Bavay, M., Marty, C., von Trentini, F., Ludwig, R., & Grêt‐Regamey, A. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.147054 · Cited by 101
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BackgroundSustainable finance research: Review and agenda
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Liu, H., Liu, Y., Wang, Y., & Pan, C. (2018) · Tourism Economics · doi:10.1177/1354816618810564 · Cited by 89
“, 2017) as well as climate change and tourism (Fang et al., 2018).”
BackgroundMethodInfluences of Climate Change on Tourism Development in Small Pacific Island States
Wolf, F., Filho, W. L., Singh, P., Scherle, N., Reiser, D., Telesford, J. N., Miljković, I. B., Havea, P. H., Li, C., Surroop, D., et al. (2021) · Sustainability · doi:10.3390/su13084223 · Cited by 85
“determining tourism-related greenhouse (GHG) emissions along the value chain, and issues regarding equity [12,13].”
BackgroundPathak, A., van Beynen, P. E., Akiwumi, F. A., & Lindeman, K. C. (2020) · Environmental Development · doi:10.1016/j.envdev.2020.100556 · Cited by 84
Bilias, F., Nikoli, T., Kalderis, D., & Gasparatos, D. (2021) · Toxics · doi:10.3390/toxics9080184 · Cited by 81
“The effectiveness of this approach has been shown in different fields, for example in climate change and tourism [15], trends analysis of macrophage polarization research [16] and recently in emerging trends of biochar research and applications [17].”
BackgroundMa, S., Craig, C. A., & Feng, S. (2020) · Tourism Management · doi:10.1016/j.tourman.2020.104105 · Cited by 81
Climate change and the future of the Norwegian alpine ski industry
Scott, D. J., Steiger, R., Dannevig, H., & Aall, C. (2019) · Current Issues in Tourism · doi:10.1080/13683500.2019.1608919 · Cited by 81
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Chen, S., Tian, D., Law, R., & Zhang, M. (2021) · International Journal of Tourism Research · doi:10.1002/jtr.2501 · Cited by 79
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Zhang, C., Wang, S., Sun, S., & Wei, Y. (2020) · Tourism Management Perspectives · doi:10.1016/j.tmp.2020.100715 · Cited by 75
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BackgroundMethodInfluentialA Review on Ecosystem Health Research: A Visualization Based on CiteSpace
Yang, H., Shao, X., & Wu, M. (2019) · Sustainability · doi:10.3390/su11184908 · Cited by 74
“Then, an intellectual scientific structure of co-citation patterns viewed over a period of time is indicative of the mechanism of specialty development [21].”
BackgroundMethodFuture Holiday Climate Index (HCI) Performance of Urban and Beach Destinations in the Mediterranean
Demiroglu, O. C., Saygili-Araci, F. S., Paçal, A., Hall, C. M., & Kurnaz, M. L. (2020) · Atmosphere · doi:10.3390/atmos11090911 · Cited by 79
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Li, L., Cheshmehzangi, A., Chan, F. K. S., & Ives, C. D. (2021) · Sustainability · doi:10.3390/su13073876 · Cited by 71
“The most cited articles were usually regarded as landmarks because of their ground-breaking contributions [68].”
BackgroundÁvila-Robinson, A., & Wakabayashi, N. (2018) · Journal of Destination Marketing & Management · doi:10.1016/j.jdmm.2018.06.005 · Cited by 71
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Carrillo, J., González, A., Pérez, J. C., Expósito, F. J., & Díaz, J. P. (2022) · Regional Environmental Change · doi:10.1007/s10113-022-01880-9 · Cited by 81
Wang, Y., & Li, C. (2022) · Tourism Management · doi:10.1016/j.tourman.2022.104527 · Cited by 73
Plastic and sustainability: a bibliometric analysis using VOSviewer and CiteSpace
Zhang, J., Quoquab, F., & Mohammad, J. (2023) · Arab Gulf Journal of Scientific Research · doi:10.1108/agjsr-10-2022-0225 · Cited by 86
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Yu, L., Wang, G., & Marcouiller, D. W. (2019) · Tourism Management Perspectives · doi:10.1016/j.tmp.2019.02.005 · Cited by 66
Cai, M., An, C., & Guy, C. (2021) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2021.111317 · Cited by 65
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Perkumienė, D., Pranskūnienė, R., Vienažindienė, M., & Grigienė, J. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17093254 · Cited by 71
Huang, G. I., Karl, M., Wong, I. A., & Law, R. (2022) · Tourism Management · doi:10.1016/j.tourman.2022.104686 · Cited by 74
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Jing, X., Ghosh, R., Sun, Z. H., & Liu, Q. (2020) · Higher Education · doi:10.1007/s10734-019-00489-y · Cited by 63
Zuo, Z., Cheng, J., Guo, H., & Li, Y. (2021) · Resources Policy · doi:10.1016/j.resourpol.2021.102372 · Cited by 63
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Lin, B., & Su, T. (2020) · International Review of Economics & Finance · doi:10.1016/j.iref.2020.01.007 · Cited by 61
Monz, C., Gutzwiller, K. J., Hausner, V. H., Brunson, M. W., Buckley, R., & Pickering, C. M. (2020) · AMBIO · doi:10.1007/s13280-020-01403-y · Cited by 60
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Oğur, A. A., & Baycan, T. (2022) · Environment Development and Sustainability · doi:10.1007/s10668-022-02135-7 · Cited by 63
“The interaction between climate change and tourism has gained prominence in tourism discourse (Scott et al., 2012; Weir, 2017; Fang et al., 2018), with increased awareness of the potential impacts of climate change on the tourism sector (Gössling and Scott, 2018).”
BackgroundThe Impact of COVID-19 on the Sustainable Development Goals: Achievements and Expectations
Martín-Blanco, C., Zamorano, M., Lizárraga, C., & Moreno, V. M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192316266 · Cited by 64
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BackgroundA scientometric review of tourism carrying capacity research: Cooperation, hotspots, and prospect
Li, J., Weng, G., Pan, Y., Li, C., & Ning, W. (2021) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2021.129278 · Cited by 66
Liu, C., Liu, Z., Zhang, Z., Li, Y., Fang, R., Li, F., & Zhang, J. (2020) · Frontiers in Public Health · doi:10.3389/fpubh.2020.00091 · Cited by 56
“Compared with other visualization tools, Citespace improves the clarity and interpretability of visualizations, which helps users reduce cognitive burden to find vital trends and pivotal points in a knowledge structure (25, 32, 33).”
BackgroundMethodResilient City: Characterization, Challenges and Outlooks
Wu, C., Cenci, J., Wang, W., & Zhang, J. (2022) · Buildings · doi:10.3390/buildings12050516 · Cited by 53
“The distribution of issuing journals can more effectively represent the attention and influence of RC research in relevant publications and provide resources for scholars [40].”
BackgroundRelational bibliometrics for hospitality and tourism research: A best practice guide
Köseoğlu, M. A., Yick, M. Y. Y., King, B. E. M., & Arıcı, H. E. (2022) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2022.07.002 · Cited by 53
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Kumar, D., Sood, S. K., & Rawat, K. S. (2023) · Internet of Things · doi:10.1016/j.iot.2023.100863 · Cited by 53
Where has carbon footprint research gone?
Chen, R., Zhang, R., & Han, H. (2020) · Ecological Indicators · doi:10.1016/j.ecolind.2020.106882 · Cited by 54
Nature-Based Solutions in Tourism: A Review of the Literature and Conceptualization
Panchapakesan, P., Ramakrishna, S., & Rasoolimanesh, S. M. (2019) · Journal of Hospitality & Tourism Research · doi:10.1177/1096348019890052 · Cited by 52
Mapping Knowledge in the Economic Areas of Green Building Using Scientometric Analysis
Xue, X., Skitmore, M., Li, H., & Xia, B. (2019) · Energies · doi:10.3390/en12153011 · Cited by 52
“Terms including economics and the market represent a group of studies that mainly focus on market demand and financial returns, including the rental and sale price premium [25,64,65,74].”
BackgroundDube, K., & Nhamo, G. (2020) · African Geographical Review · doi:10.1080/19376812.2020.1777437 · Cited by 51
“There is consensus amongst academics that there is a lack of climate research on tourism and climate change in the African region, and rhetoric skepticism that hampers climate change action by tour operators globally (Fang et al., 2018; Pandy, 2017; Scott, 2011).”
BackgroundYan, B., & Zhang, X. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.809044 · Cited by 47
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Li, Z., Huo, M., Huo, T., & Luo, H. (2023) · Tourism Review · doi:10.1108/tr-03-2023-0176 · Cited by 50
Digitalization as a way forward: A bibliometric analysis of 20 Years of servitization research
Zhou, C., & Song, W. (2021) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2021.126943 · Cited by 53
A Survey of Remote Sensing and Geographic Information System Applications for Flash Floods
Ding, L., Ma, L., Li, L., Liu, C., Li, N., Yang, Z., Yao, Y., & Lü, H. (2021) · Remote Sensing · doi:10.3390/rs13091818 · Cited by 47
Mushawemhuka, W. J., Rogerson, J. M., & Saarinen, J. (2018) · Bulletin of Geography Socio-economic series · doi:10.2478/bog-2018-0034 · Cited by 46
“The relationship between tourism and climate change has been researched for a relatively long time (see Hall, 2008; Becken, 2013; Pang et al., 2013; Scott et al., 2013; Fang et al., 2018).”
BackgroundThe Weather-Proximity-Cognition (WPC) framework: A camping, weather, and climate change case
Craig, C. A. (2019) · Tourism Management · doi:10.1016/j.tourman.2019.06.005 · Cited by 46
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Sood, S. K., Rawat, K. S., & Sharma, G. (2022) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2021.3134128 · Cited by 45
“Based on the computation and determination of each type of label [59], candidate words determining the key idea of each cluster are represented by the LLR algorithm.”
MethodModelling the effect of weather on tourism: does it vary across seasons?
Martínez, C. M., Alvarez, A. M., & Baños-Pino, J. F. (2021) · Tourism Geographies · doi:10.1080/14616688.2020.1868019 · Cited by 44
“Additionally, since climate change is creating new challenges, it is also important for policymakers to study the effect of the average weather conditions and weather variability on tourist flows over a span of time (Becken, 2013a; Fang et al., 2018).”
BackgroundThe Application of Genetic Algorithm in Land Use Optimization Research: A Review
Ding, X., Zheng, M., & Zheng, X. (2021) · Land · doi:10.3390/land10050526 · Cited by 47
“In recent years, the bibliometric analysis has been widely used in many fields, such as global research on climate change, remoting sensing, and artificial intelligence, etc. [26–28].”
MethodSustainable Agricultural Systems: A Bibliometrics Analysis of Ecological Modernization Approach
Rocchi, L., Boggia, A., & Paolotti, L. (2020) · Sustainability · doi:10.3390/su12229635 · Cited by 47
“During the last years, several authors applied CiteSpace to very different fields such as rural landscape [19], climate change and tourism [20] or freshwater pollution by microplastics [21].”
BackgroundMiravet, D., Domènech, A., & Gutiérrez, A. (2021) · Travel Behaviour and Society · doi:10.1016/j.tbs.2021.01.007 · Cited by 43
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Fu, L., Sun, Z. H., He, L., Liu, F., & Jing, X. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16122077 · Cited by 47
“Collaboration analysis takes authors’ names, countries of affiliation, and institutional affiliation as the units of analysis and evaluates their publication contributions and academic influences by visualizing scientific collaboration networks [26,29,32].”
BackgroundIt’s so hot: predicting climate change effects on urban tourists’ time–space experience
Caldeira, A. M. D. A., & Kastenholz, E. (2018) · Journal of Sustainable Tourism · doi:10.1080/09669582.2018.1478840 · Cited by 45
“Several weather-related indices, including tourism-specific ones, have been created to measure individual physiological comfort (Fang et al., 2018), which does not depend only on air temperature.”
BackgroundPestana, M. H. D. A. P. E., Sánchez, A. V., & Moutinho, L. (2019) · Tourism Management Perspectives · doi:10.1016/j.tmp.2019.07.006 · Cited by 42
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Wei, J., Zhao, K., Zhang, L., Yang, R., & Wang, M. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-12908-8 · Cited by 44
“…functional advantages including data visualization (Chen 2006), identifying burst terms (Li et al. 2020), and forecasting new research trends (Fang et al. 2017), has been widely accepted as a popular research instrument for quantitative literature analysis (Chen 2012; Hong et al. 2020);…”
BackgroundGraphene-Based Membranes for Water Desalination: A Literature Review and Content Analysis
Dai, Y., Liu, M., Li, J., Kang, N., Ahmed, A., Zong, Y., Tu, J., Chen, Y., Zhang, P., & Liu, X. (2022) · Polymers · doi:10.3390/polym14194246 · Cited by 45
Smith, T., & Fitchett, J. M. (2020) · African Journal of Range and Forage Science · doi:10.2989/10220119.2019.1700162 · Cited by 41
Bibliometric Analysis and Literature Review of Tourism Destination Resilience Research
Wang, T., Yang, Z., Chen, X., & Han, F. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19095562 · Cited by 53
“CiteSpace has been widely adopted by researchers from various fields for its powerful features and effective visualization [15–17].”
MethodBauman, M. J., Yuan, J. J., & Williams, H. A. (2019) · Current Issues in Tourism · doi:10.1080/13683500.2019.1681944 · Cited by 44
The Ski Climate Index (SCI): fuzzification and a regional climate modeling application for Turkey
Demiroglu, O. C., Turp, M. T., Kurnaz, M. L., & Abegg, B. (2020) · International Journal of Biometeorology · doi:10.1007/s00484-020-01991-0 · Cited by 40
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Local food research: a bibliometric review using Citespace II (1970–2020)
Şahin, A., & Yılmaz, G. (2021) · Library Hi Tech · doi:10.1108/lht-07-2021-0227 · Cited by 40
Penagos-Londoño, G. I., Rodriguez–Sanchez, C., Ruiz-Moreno, F., & Torres, E. (2021) · Journal of Destination Marketing & Management · doi:10.1016/j.jdmm.2020.100532 · Cited by 51
Evolution and Emerging Trends of Kansei Engineering: A Visual Analysis Based on CiteSpace
Lin, S., Shen, T., & Guo, W. (2021) · IEEE Access · doi:10.1109/access.2021.3102606 · Cited by 38
“Knowledge mapping is a newly evolving interdisciplinary area of science for charting, mining, analyzing, sorting, and displaying knowledge [31], [32].”
BackgroundSmall island developing states, tourism and climate change
Wolf, F., Moncada, S., Surroop, D., Shah, K. U., Raghoo, P., Scherle, N., Reiser, D., Telesford, J. N., Roberts, S., Havea, P. H., et al. (2022) · Journal of Sustainable Tourism · doi:10.1080/09669582.2022.2112203 · Cited by 46
“A geographical analytical imbalance, sound methodologies for determining tourism-related GHG (GHG) emissions along the entire tourism value chain, and equity concerns are some remaining further gaps at the nexus of climate change and tourism (Fang et al., 2018; Grimm et al., 2018).”
Pandy, W. R. (2019) · Urbani izziv · doi:10.5379/urbani-izziv-en-2019-30-supplement-015 · Cited by 37
“Further, across several international reviews of research around tourism and climate change it is recorded that minimal if any acknowledgement is given to urban issues (see eg. Hall, 2008; Becken, 2013; Pang et al., 2013; Kaján & Saarinen, 2013; Fang et al., 2018; Hall, 2018).”
BackgroundPast, Present, and Future of Virtual Water and Water Footprint
Ma, W., Opp, C., & Yang, D. (2020) · Water · doi:10.3390/w12113068 · Cited by 40
Health tourism in China: a 40-year bibliometric analysis
Zhong, L., Sun, S., Law, R., Li, X., & Deng, B. (2022) · Tourism Review · doi:10.1108/tr-03-2022-0112 · Cited by 35
Meseguer-Sánchez, V., Gálvez‐Sánchez, F. J., Moreno, V. M., & de Bobadilla, G. W. F. (2021) · Frontiers in Environmental Science · doi:10.3389/fenvs.2021.704387 · Cited by 35
Yıldırım, G., Rahman, A., & Singh, V. P. (2022) · Water · doi:10.3390/w14020253 · Cited by 34
Zhang, J., & Quoquab, F. (2022) · Journal of Tourism Futures · doi:10.1108/jtf-03-2022-0101 · Cited by 36
Yang, K. H., & Thoo, A. C. (2023) · Sustainability · doi:10.3390/su15021105 · Cited by 34
Sahahiri, R. M., Griffin, A. L., & Sun, Q. C. (2023) · Sustainability · doi:10.3390/su15032678 · Cited by 32
Tourism climatology: past, present, and future
Rutty, M., Steiger, R., Demiroglu, O. C., & Perkins, D. R. (2021) · International Journal of Biometeorology · doi:10.1007/s00484-020-02070-0 · Cited by 32
Li, Y., Du, Q., Zhang, J., Jiang, Y., Zhou, J., & Ye, Z. (2023) · Developments in the Built Environment · doi:10.1016/j.dibe.2023.100149 · Cited by 32
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.
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