Abstract
Tourism activities have brought overexploitation of natural ecotourism resources and ecological pressure challenge though it exactly contributes to the economic prosperity of a region. Research on tourism ecological safety is of great importance for tourist destinations to balance the relationship between environmental protection and tourism development. Qilian Mountains National Park (QMNP) has a prominent ecological status and is a vital ecological barrier in the northwest of China, which attracts large numbers of tourists every year for its rich tourism resources in the Zhangye (ZY) region. However, there is still a lack of systematic research on the environmental impact of tourism activities and on achieving sustainable development of ecotourism in national parks. We took QMNP-ZY as the study object, establishing the system of indicators based on the PSR model for the comprehensive evaluation of tourism ecological safety and the diagnosis of the main obstacles. Moreover, the autoregressive integrated moving average (ARIMA) model was introduced to forecast the evolutionary trends of tourism ecological security in QMNP-ZY. The results showed that (1) The tourism ecological security composite values of the QMNP-ZY exhibited a “U”-type evolution of “first fall-then rise” feature, and the pressure layer gradually became the dominant factor. (2) For the main barrier factors, there had been a shift from response factors. (3)The output of the ARIMA model demonstrated that the level of tourism ecological security would rise in a short period and then decline a few years later. Especially, the contribution degree of economic to the tourism eco-security development will weaken with the region’s economy growing.
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References
Bergstrom J-C, Stowers M, Shonkwiler J-S (2020) What does the future hold for US National Park visitation? estimation and assessment of demand determinants and new projections. J Agric Resour Econ 45(1):38–55. https://doi.org/10.22004/ag.econ.298433
Bernhard W, Harald V (2008) Evaluating sustainable forest management strategies with the Analytic Network Process in a Pressure-State-Response framework. J Environ Manage 88(1):1–10. https://doi.org/10.1016/j.jenvman.2007.01.027
Cengiz T. (2007) Tourism, an ecological approach in protected areas: Karagol-Sahara National Park, Turkey 14(3):260–267. https://doi.org/10.1080/13504500709469726
Fan Y-P, Fang C-L (2020) Evolution process and obstacle factors of ecological security in western China, a case study of Qinghai province. Ecol Indic 117–106659. https://doi.org/10.1016/j.ecolind.2020.106659
Feng Y-J,Yang Q-Q ,Tong X-H, Chen L-J (2018) Evaluating land ecological security and examining its relationships with driving factors using GIS and generalized additive model. Sci Total Environ 633:1469–1479. https://doi.org/10.1016/j.scitotenv.2018.03.272
Gong J-Z, Liu Y-S, Xia B-C, Zhao G-W (2009) Urban ecological security assessment and forecasting, based on a cellular automata model: a case study of Guangzhou, China. Ecol Model 220(24):3612–3620. https://doi.org/10.1016/j.ecolmodel.2009.10.018
Han B-L,Liu H-X,Wang R-S (2015) Urban ecological security assessment for cities in the Beijing-Tianjin-Hebei metropolitan region based on fuzzy and entropy methods. Ecol Model 318:217–225. https://doi.org/10.1016/j.ecolmodel.2014.12.015
Hu H, ZHANG J-H,LIU Z-H, YU P, Chen M (2017) Tourists' willingness to pay for ecological compensation for tourism in National Parks and its influencing factors-a case study of Huangshan Scenic Area. Resources and Environment in the Yangtze Basin. 26(12):2012–2022.(in Chinese) https://doi.org/10.11870/cjlyzyyhj201712009
Huang H,Chen B,Ma Z-Y ,Liu Z-H, Zheng S-L, Yu W-W, Liao J-J, Hu W-J, Du J-G , Chen G-C (2017) Assessing the ecological security of the estuary in view of the ecological services– a case study of the Xiamen Estuary. Ocean Coast Manag 137:12–23. https://doi.org/10.1016/j.ocecoaman.2016.12.003
Jia J-S, Zhao J-Z,Deng H-B, Duan J (2010)Ecological footprint simulation and prediction by ARIMA model-a case study in Henan Province of China.Ecol Indic 10(2):538–544. https://doi.org/10.1016/j.ecolind.2009.06.007
Ju H, Zoe W (2019) National parks in China: parks for people or for the nation? Land Use Policy 81:825–833. https://www.elsevier.com/locate/landusepol
Li J-X , Chen Y-N, Xu C-C , Li Z (2019) Evaluation and analysis of ecological security in arid areas of Central Asia based on the emergy ecological footprint (EEF) model. J Clean Prod 235:664–677. https://doi.org/10.1016/j.jclepro.2019.07.005
Li X-B, Tian M-R, Wang H, Wang H, Yu J-J (2014). Development of an ecological security evaluation method based on the ecological footprint and application to a typical steppe region in China. Ecological Indicators 39:153–159. https://doi.org/10.1016/j.ecolind.2013.12.014
Li Y-J, Chen T, Hu J, Wang J (2013) Tourism ecological security in Wuhan. J Res Ecol 4(2):149–156. https://doi.org/10.5814/j.issn.1674-764x.2013.02.007
Li H, Jing S,Yang Z (2018) Ecological vulnerability assessment for ecological conservation and environmental management. J Environ Manag 206:1115–1125. https://doi.org/10.1016/j.jenvman.2017.11.059
Lin W-P , Li Y, Li X-D, Xu D (2018) The dynamic analysis and evaluation on tourist ecological footprint of city: take Shanghai as an instance. Sustain Cities Soc 37:541–549. https://doi.org/10.1016/j.scs.2017.12.003
Liu D-L, Hao S-L (2017) Ecosystem health assessment at county-scale using the pressure-state-response framework on the Loess Plateau, China. Int J Environ Res Public Health 14(2):2. https://doi.org/10.3390/ijerph14010002
Liu X-L, Yang Z-P , Di F, Chen X-G (2009) Evaluation on tourism ecological security in nature heritage sites -Case of Kanas nature reserve of Xinjiang, China. Chin Geogr Sci 19(3):265–273. https://doi.org/10.1007/s11769-009-0265-z
Lotten W, Åsa D, Tina S (2015) Assessment of composite index methods for agricultural vulnerability to climate change. J Environ Manage 156:70–80. https://doi.org/10.1016/j.jenvman.2015.03.020
Lu J-Z ,Cui X-L ,Chen X-L (2015) Assessment of water resource security in Poyang Lake watershed based on composite index method. Resources and environment in the Yangtze river basin 24(02):212–218. (in Chinese) https://doi.org/10.11870/cjlyzyyhj201502005
Lu S-S ,Qin F,Chen N,Yu Z-Y,Xiao Y-M, Cheng X-Q,Guan X-L (2019) Spatiotemporal differences in forest ecological security warning values in Beijing: using an integrated evaluation index system and system dynamics model. Ecological Indicators 104:549–558. https://doi.org/10.1016/j.ecolind.2019.05.015
Merce I, Radac B, Milin A, Gherman R, Tonea E (2016) Forest National Park-an ecotourism destination. J Biotechnol 231:S96–S96. https://doi.org/10.1016/j.jbiotec.2016.05.340
Nie N, Wang H, Xiong J-X (2011) Research on tourism ecological security of Lake in Dongting Lake. Applied Mechanics and Materials Vols 71-78:2657–2660. https://doi.org/10.4028/www.scientific.net/AMM.71-78.2657
Ou C-H, Liu W-H (2010) Developing a sustainable indicator system based on the pressure–state–response framework for local fisheries: a case study of Gungliau, Taiwan. Ocean Coast Manag 53(5–6):289–300. https://doi.org/10.1016/j.ocecoaman.2010.03.001
Ou Z-R , Zhu Q-K, Sun Y-Y (2017) Regional ecological security and diagnosis of obstacle factors in underdeveloped regions: a case study in Yunnan Province, China. J Mt Sci 14(5):870–884. https://doi.org/10.1007/s11629-016-4199-5
Ruan W-Q,Li Y-Q,Zhang S-N ,Liu C-H (2019) Ecological security based on the DPSIR-DEA model. Tour Manag 75:609-625. https://doi.org/10.1016/j.tourman.2019.06.021
Reimann M, Lamp M-L , Palang H (2011) Tourism impacts and local communities in Estonian National Parks. Scandinavian Journal of Hospitality and Tourism 11(SI): 87–99. https://doi.org/10.1080/15022250.2011.638206
Spulerova J, Hrntiarova T, Piscova V, Vlachovicova M, Kalivoda H, Kanka R, Dobrovodska M, Kenderessy P, Miklosova V, Drabova M, Belcakova I (2016) Sustainable tourism development in a selected area of the low Tatras national park-landscape planning versus urban planning. Carpathian J Earth Environ Sci 11:485–496. https://orcid.org/0000-0002-1666-8369
Su S-L, Chen X, Wu J-P, Ma X-Y (2010) Integrative fuzzy set pair model for land ecological security assessment: a case study of Xiaolangdi Reservoir Region, China. Stochastic Environmental Research and Risk Assessment 24(5):639–647. https://doi.org/10.1109/ESIAT.2009.112
Su Y, Gao W-J, Guan D-J, Su W-C (2018) Dynamic assessment and forecast of urban water ecological footprint based on exponential smoothing analysis. J Clean Prod 195:354–364. https://doi.org/10.1016/j.jclepro.2018.05.184
Tian J-Y, Gang G-S (2012) Research on regional ecological security assessment. Proceedings Paper 16:1180–1186. https://doi.org/10.1016/j.egypro.2012.01.188
Tang C-C,Wu X-F,Zheng Q-Q,Lyu N (2018) Ecological security evaluations of the tourism industry in ecological conservation development areas: a case study of Beijing’s ECDA. J Clean Prod 197:999–1010. https://doi.org/10.1016/j.jclepro.2018.06.232
Tang Y-S, Zhao X-Y, Jiao J-L (2020) Ecological security assessment of Chaohu Lake Basin of China in the context of River Chief System reform. Environ Sci Pollut Res 27(3):2773–2785. https://doi.org/10.1007/s11356-019-07241-0
Wang Z-H, Yang L, Yin J-H, Zhang B (2018) Assessment and prediction of environmental sustainability in China based on a modified ecological footprint model. Resour Conserv Recycl 132:301–313. https://doi.org/10.1016/j.resconrec.2017.05.003
Wang Y-N, Xie T, Jie X-W (2019a) A mathematical analysis for the forecast research on tourism carrying capacity to promote the effective and sustainable development of tourism. Discrete Contin Dyn Syst Ser A 12(4-5):837–847. https://doi.org/10.3934/dcdss.2019056
Wang Y, Xie R-R, Wang F-F, Wang X-F, Guo S-X (2019b) Evaluation of eco security of Qilian Mountain National Nature Reserve Based on Delphi PSR model. Mt Res 37(3):151–010. (in Chinese) https://doi.org/10.16089/j.cnki.1008-2786.000426
Wang Y, Wei J-C,Sun Q-Y, Wang F-F (2020) Ecological security evaluation and prediction -based on ARIMA-ANN model: a case study of Hexi Corridor urban agglomeration. Chin J Ecol 39 (1):326–336. (in Chinese) https://doi.org/10.13292/J.1000-4890.202001.020
Wellington J, Rashid H (2010) Balancing the use of wetlands for economic well-being and ecological security: the case of the Limpopo wetland in southern Africa. Ecol Econom 69 (7):1569–1579. https://doi.org/10.1016/j.ecolecon.2010.02.021
Wu X, Liu S-L, Sun Y-X, An Y, Dong S-K, Liu G-H (2019) Ecological security evaluation based on entropy matter-element model: a case study of Kunming city, southwest China. Ecol Indic 102:469–478. https://doi.org/10.1016/j.ecolind.2019.02.057
Xiang B-H, Zeng Y-X (2017) Ecotourism construction and operating mechanism in the Sanjiangyuan National Park System Pilot Area, China. Res Sci 39(1):50–60. (in Chinese) https://doi.org/10.18402/resci.2017.01.06
Xu M , Liu C-L (2018) Tourism ecological security evaluation and obstacle factors analysis of Zhangjiajie. Resources and Environment in the Yangtze Basin 27(03):605-614. (in Chinese) https://doi.org/10.11870/cjlyzyyhj201803016
Yang T,Zhang Q,Wan X H,Li X-P,Wang Y-Y,Wang W (2020) Comprehensive ecological risk assessment for semi-arid basin based on conceptual model of risk response and improved TOPSIS model-a case study of Wei River Basin, China. Sci Total Environ 719:137502. https://doi.org/10.1016/j.scitotenv.2020.137502
Zhang X-C,Ma C,Zhan S-F ,Chen W-P (2012) Evaluation and simulation for ecological risk based on emergy analysis and pressure-state-response model in a coastal city, China. Procedia Environ Sci 13:221-231. https://doi.org/10.1016/j.proenv.2012.01.021
Zhang Z-L, Liu S L, Dong S-K (2010) Ecological security assessment of Yuan River watershed based on landscape pattern and soil erosion. Procedia Environ Sci 2:613-618. https://doi.org/10.1016/j.proenv.2010.10.068
Zhao C-R,Zhou B,Su X (2014) Evaluation of urban eco-security—a case study of Mianyang City, China. Sustainability 6:2281-2299. https://doi.org/10.3390/su6042281
Zhao Y-W, Zhou L-Q, Dong B-Q, Dai C (2019) Health assessment for urban rivers based on the pressure, state and response framework—a case study of the Shiwuli River. Ecological Indicators 99:324-331. https://doi.org/10.1016/j.ecolind.2018.12.023
Zhou B, Yu H, Zhong L-S (2016) Developmental trend forecasting of tourism ecological security trends: the case of Mount Putuo Island. Acta Ecol Sin 36(23):7792-7803. (in Chinese) https://doi.org/10.5846/stxb201510232147
Zhong L-S, Deng J-Y, Song Z-W, Ding P-Y (2011) Research on environmental impacts of tourism in China: Progress and prospect. J Environ Manag 92(11):2972–2983. https://doi.org/10.1016/j.jenvman.2011.07.011
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The authors would like to thank basic data and relevant suggestions provided by experts from the Qilian Mountain National Park Administration. The authors also would like to thank the editor and anonymous reviewers for their insightful comments and suggestions.
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This study was financially supported by the Efficient University-Industry Cooperation Project of Fujian Provincial Science and Technology Department NO. 2016Y4002.
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Yi Wang performed the data analyzed and wrote the manuscript. Chunshan Wu helped perform the analysis with constructive discussions. Feifeng Wang contributed to the whole-process organization and improvement of the study. Qiyuan Sun contributed to optimize the assessment model. Xuefu Wang and Shengxiang Guo provided initial value and relevant valuable advice. All authors read and approved the final manuscript.
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Wang, Y., Wu, C., Wang, F. et al. Comprehensive evaluation and prediction of tourism ecological security in droughty area national parks—a case study of Qilian Mountain of Zhangye section, China. Environ Sci Pollut Res 28, 16816–16829 (2021). https://doi.org/10.1007/s11356-020-12021-2
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DOI: https://doi.org/10.1007/s11356-020-12021-2