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      Spatial and temporal evolution and influencing factors of tourism eco-efficiency in Fujian province under the target of carbon peak

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      Scientific Reports
      Nature Publishing Group UK
      Environmental impact, Ecology

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          Abstract

          Tourism eco-efficiency is an important indicator to measure the sustainable development of tourism with the core objective of "minimum resource input and environmental damage, maximum economic and social output". This paper explores the spatial and temporal evolution characteristics of tourism eco-efficiency and its influencing factors in Fujian Province from 2011 to 2020 by combining the unexpected output Super-SBM model, gravity center model, standard deviation ellipse, and optimal parameters-based geographical detector model. The results are as follows. Tourism eco-efficiency in Fujian Province showed an overall fluctuating growth trend with an increase of 160.065% during the study period. The coefficient of variation of tourism eco-efficiency tends to fluctuate and decrease, and regional differences narrow. The spatial differentiation is remarkable, and it presents the spatial distribution characteristics of "Xiamen > Nanping > Quanzhou > Fuzhou > Longyan > Ningde > Sanming > Zhangzhou > Putian". The spatial pattern of tourism eco-efficiency is obvious in the direction of "northeast-southwest", and the trajectory of the center of gravity is "southwest-northeast-northwest", with spatial characteristics tending towards agglomeration. Tourism industry structure has the greatest impact on tourism eco-efficiency, followed by education level, urbanization level, technology innovation level, infrastructure investment, and economic development level. This study provides reference suggestions for improving tourism eco-efficiency which helps to promote adequate, balanced, and sustainable development of the regional tourism industry.

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          Most cited references53

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          A slacks-based measure of super-efficiency in data envelopment analysis

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            The carbon footprint of global tourism

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              Green, circular, bio economy: A comparative analysis of sustainability avenues

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                Author and article information

                Contributors
                anxinxu2020@126.com
                wangchao3170@126.com
                Journal
                Sci Rep
                Sci Rep
                Scientific Reports
                Nature Publishing Group UK (London )
                2045-2322
                27 December 2023
                27 December 2023
                2023
                : 13
                : 23074
                Affiliations
                [1 ]Forestry College, Fujian Agriculture and Forestry University, ( https://ror.org/04kx2sy84) Fuzhou, 350002 China
                [2 ]School of Journalism and Communication, Minjiang University, ( https://ror.org/00s7tkw17) Fuzhou, 350002 China
                [3 ]Department of Tourism Management, South China University of Technology, ( https://ror.org/0530pts50) Guangzhou, 511442 China
                [4 ]Anxi College of Tea Science (College of Digital Economy), Fujian Agriculture and Forestry University, ( https://ror.org/04kx2sy84) Quanzhou, 362400 China
                Article
                50468
                10.1038/s41598-023-50468-8
                10754883
                38155253
                b0aad8af-de73-423e-b490-cfbc92dc7b45
                © The Author(s) 2023

                Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 6 November 2023
                : 20 December 2023
                Funding
                Funded by: Fujian Provincial Natural Science Foundation
                Award ID: 2022J01150
                Award ID: 2022J01150
                Award ID: 2022J01150
                Award ID: 2022J01150
                Award Recipient :
                Categories
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                © Springer Nature Limited 2023

                Uncategorized
                environmental impact,ecology
                Uncategorized
                environmental impact, ecology

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