Response of air quality to short-duration high-strength human tourism activities at a natural scenic spot: a case study in Zhangjiajie, China.

EEMD-DCCA model High-frequency components Long-term persistence NO2 Short-duration high-strength tourism activity

Journal

Environmental monitoring and assessment
ISSN: 1573-2959
Titre abrégé: Environ Monit Assess
Pays: Netherlands
ID NLM: 8508350

Informations de publication

Date de publication:
07 Oct 2021
Historique:
received: 04 12 2020
accepted: 30 07 2021
entrez: 7 10 2021
pubmed: 8 10 2021
medline: 12 10 2021
Statut: epublish

Résumé

Short-duration high-strength human tourism activities (SHHTA) can result in more air pollution emissions owing to increase motor vehicle usage, energy consumption and cooking fume emissions. Because of the strong uncertainty of human tourism behaviour, it is difficult to accurately assess the impact of SHHTA on air quality of natural scenic spots. To overcome this difficulty, we propose a novel ensemble empirical mode decomposition and detrended cross-correlation analysis (EEMD-DCCA) model to assess the influence of short-duration high-strength human tourism activities (SHHTA) on air quality. Zhangjiajie in China was selected as the study area. Hourly concentrations of NO

Identifiants

pubmed: 34618243
doi: 10.1007/s10661-021-09366-7
pii: 10.1007/s10661-021-09366-7
doi:

Substances chimiques

Air Pollutants 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

697

Subventions

Organisme : Natural Science Foundation of Hunan Province, China
ID : 2020JJ4504
Organisme : Hunan Provincial Innovation Foundation for Postgraduate, China
ID : CX20190872

Informations de copyright

© 2021. The Author(s), under exclusive licence to Springer Nature Switzerland AG.

Références

Chang, X., Wang, S., Zhao, B., Cai, S., & Hao, J. (2018). Assessment of inter-city transport of particulate matter in the Beijing–Tianjin–Hebei region. Atmospheric Chemistry and Physics, 18(7), 4843–4858.
Cole-Hunter, T., de Nazelle, A., Donaire-Gonzalez, D., Kubesch, N., Carrasco-Turigas, G., Matt, F., et al. (2018). Estimated effects of air pollution and space–time-activity on cardiopulmonary outcomes in healthy adults: A repeated measures study. Environment International, 111, 247–259.
Dong, Q. L., Wang, Y., & Li, P. Z. (2017). Multifractal behavior of an air pollutant time series and the relevance to the predictability. Environmental Pollution, 222, 444–457.
Ferreira, P., Loures, L., Nunes, J., & Brito, P. (2018). Are renewable energy stocks a possibility to diversify portfolios considering an environmentally friendly approach: The view of DCCA correlation coefficient. Physica a: Statistical Mechanics and Its Applications, 512, 675–681.
Gong, X., & Lin, B. (2018). Modeling stock market volatility using new HAR-type models. Physica a: Statistical Mechanics and Its Applications, 18, S0378-4371.
He, J., Gong, S., Yu, Y., Wu, L., Mao, H., Song, C., et al. (2017). Air pollution characteristics and their relation to meteorological conditions during 2014–2015 in major Chinese cities. Environmental Pollution, 223, 484–496.
Huang, G., & Zhou, N. (2016). Geodesign in developing countries: The example of the master plan for Wulingyuan National Scenic Area, China. Landscape and Urban Planning, 156, 81–91.
Huang, N. E., Shen, Z., Long, S. R., Wu, M. C., Shih, H. H., Zheng, Q., et al. (1998). The empirical mode decomposition and the hilbert spectrum for nonlinear and non-stationary time series analysis. Proceedings of the Royal Society A, 454(1971), 903–995.
Jones, C., & Munday, M. (2004). Evaluating the economic benefits from tourism spending through input-output frameworks: Issues and cases. Local Economy, 19(2), 117–133.
Kim, T., Shin, J. Y., Kim, S., & Heo, J. H. (2018). Identification of relationships between climate indices and long-term precipitation in South Korea using ensemble empirical mode decomposition. Journal of Hydrology, 557, 726–739.
Laña, I., Del Ser, J., Padró, A., Vélez, M., & Casanova-Mateo, C. (2016). The role of local urban traffic and meteorological conditions in air pollution: A data-based case study in Madrid, Spain. Atmospheric Environment, 145, 424–438.
Lee, C. K., Ho, D. S., Yu, C. C., & Wang, C. C. (2003). Fractal analysis of temporal variation of air pollutant concentration by box counting. Environmental Modelling & Software, 18, 243–251.
Lee, C. K., Juang, L. C., Wang, C. C., Liao, Y. Y., Yu, C. C., Liu, Y. C., et al. (2006). Scaling characteristics in ozone concentration time series (OCTS). Chemosphere, 62, 934–946.
Liu, C. Q., Geng, H., Shen, P., Wang, Q., & Shi, K. (2018). Coupling detrended fluctuation analysis of the relationship between O
Liu, T. T., Gong, S., Yu, M., Zhao, Q. C., Li, H. R., He, J. J., et al. (2016). Contributions of meteorology and emission to the 2015 winter severe haze pollution episodes in Northern China. Atmospheric Chemistry and Physics Discussions, 1, 1–17.
Luo, F., Becken, S., & Zhong, Y. (2018). Changing travel patterns in China and “carbon footprint” implications for a domestic tourist destination. Tourism Management, 65, 1–13.
Munoz Diosdado, A., Galvez Coyt, G., Balderas Lopez, J. A., & del Rio Correa, J. L. (2013). Multifractal analysis of air pollutants time series. Revista Mexicana De Fisica, 59(1), 7–13.
Peeters, P., Szimba, E., & Duijnisveld, M. (2007). Major environmental impacts of European tourist transport. Journal of Transport Geography, 15, 83–93.
Podobnik, B., & Stanley, H. E. (2008). Detrended cross-correlation analysis: a new method for analyzing two nonstationary time series. Physical Review Letters, 100(8), 084102.
Qi, O., Lu, W., Xin, X., Zhang, Y., Cheng, W., & Yu, T. (2016). Monthly rainfall forecasting using EEMD-SVR based on phase-space reconstruction. Water Resources Management, 30(7), 2311–2325.
Ravina, M., Panepinto, D., & Zanetti, M. C. (2018). DIDEM-An integrated model for comparative health damage costs calculation of air pollution. Atmospheric Environment, 173, 81–95.
Rendeiro Martín-Cejas, R., & Sánchez, P. R. (2010). Ecological footprint analysis of road transport related to tourism activity: The case for Lanzarote Island. Tourism Management, 31(1), 98–103.
Saenz-de-Miera, O., & Rossello, J. (2014). Modeling tourism impacts on air pollution: The case study of PM
Sheng, Y., Zhang, L., Wang, Y., & Miao, Z. (2020). Exploration of a novel three-dimensional knitted spacer air filter with low pressure drop on cooking fume particles removal. Building and Environment, 177, 106903.
Shi, K. (2014). Detrended cross-correlation analysis of temperature, rainfall, PM
Shi, K., Di, B. F., Zhang, K. S., Feng, C. Y., & Svirchev, L. (2018). Detrended cross-correlation analysis of urban traffic congestion and NO
Shi, K., & Liu, C. Q. (2009). Self-organized criticality of air pollution. Atmospheric Environment, 43, 3301–3304.
Shi, K., Liu, C. Q., & Huang, Y. (2015). Multifractal processes and self-organized criticality of PM
Shon, Z. H., Kim, K. H., & Song, S. K. (2011). Long-term trend in NO
Sillman, S. (1999). The relation between ozone, NOx and hydrocarbons in urban and polluted rural environments. Atmospheric Environment, 33, 1821–1845.
Sivakumar, B., & Berndtsson, R. (2009). Modeling and prediction of complex environmental systems. Stochastic Environmental Research and Risk Assessment, 23(7), 861–862.
Thompson, T. M., Saari, R. K., & Selin, N. E. (2014). Air quality resolution for health impact assessment: Influence of regional characteristics. Atmospheric Chemistry and Physics, 14(2), 969–978.
Vassoler, R. T., & Zebende, G. F. (2012). DCCA cross-correlation coefficient apply in time series of air temperature and air relative humidity. Physica a: Statistical Mechanics and Its Applications, 391(7), 2438–2443.
Wang, J., Wang, X., Lei, X., Wang, H., Zhang, X., Tan, Q., et al. (2019b). Teleconnection analysis of monthly streamflow using ensemble empirical mode decomposition. Journal of Hydrology, 582, 124411.
Wang, T., Xue, L., Brimblecombe, P., Lam, Y. F., Li, L., & Zhang, L. (2017). Ozone pollution in China: A review of concentrations meteorological influences, chemical precursors, and effects. Science of the Total Environment, 575, 1582–1596.
Wang, Y., Li, Y., Qiao, Z., & Lu, Y. (2019a). Inter-city air pollutant transport in the Beijing–Tianjin–Hebei urban agglomeration: comparison between the winters of 2012–2016. Journal of Environmental Management, 250, 109520.
Wang, Y. Q., Zhang, X. Y., Sun, J. Y., Zhang, X. C., Che, H. Z., & Li, Y. (2015). Spatial and temporal variations of the concentrations of PM
Wei, O., Xu, Y., Cao, J., Gao, X., Gao, B., Hao, Z., et al. (2019). Rainwater characteristics and interaction with atmospheric particle matter transportation analyzed by remote sensing around Beijing. Science of the Total Environment, 651, 532–540.
Wen, W., Cheng, S., Chen, X., Wang, G., Li, S., Wang, X., et al. (2015). Impact of emission control on PM
Wu, Z. H., & Huang, N. E. (2009). Ensemble empirical mode decomposition: A noise assisted data analysis method. Advances in Adaptive Data Analysis, 1(1), 1–41.
Xu, M., Shang, P., & Lin, A. (2016). Cross-correlation analysis of stock markets using EMD and EEMD. Physica a: Statistical Mechanics and Its Applications, 442, 82–90.
Xu, W. J., Liu, C. Q., Shi, K., & Liu, Y. H. (2018). Multifractal detrended cross-correlation analysis on NO, NO
Xue, L., Chen, F., Guo, S., Fu, G., Li, T., & Yang, Y. (2019). Time varying correlation structure of Chinese stock market of crude oil related companies greatly influenced by external factors. Physica a: Statistical Mechanics and Its Applications, 530, 121086.
Yang, S., Fang, D., & Chen, B. (2019). Human health impact and economic effect for PM
Zebende, G. F., Brito, A. A., Silva Filho, A. M., & Castro, A. P. (2018). ρDCCA applied between air temperature and relative humidity: An hour or hour view. Physica a: Statistical Mechanics and Its Applications, 494, 17–26.
Zhang, C., Ni, Z. W., & Ni, L. P. (2015). Multifractal detrended cross-correlation analysis between PM
Zhang, C., Wang, X., Chen, S., Zou, L., & Tang, C. (2019). Coupling detrended fluctuation analysis of the relationship between PM
Zhang, C., & Xiao, H. (2014). Destination development in China: Towards an effective model of explanation. Journal of Sustainable Tourism, 22(2), 214–233.
Zhang, N., Lin, A., & Shang, P. (2017). Multidimensional k-nearest neighbor model based on EEMD for financial time series forecasting. Physica a: Statistical Mechanics and Its Applications, 477, 161–173.
Zhang, Y. (2019). Dynamic effect analysis of meteorological conditions on air pollution: A case study from Beijing. Science of the Total Environment, 684, 178–185.
Zhao, S., Yu, Y., Qin, D., Yin, D., Dong, L., & He, J. (2018). Analyses of regional pollution and transportation of PM
Zhong, L., Deng, J., & Xiang, B. (2008). Tourism development and the tourism area life-cycle model: A case study of Zhangjiajie National Forest Park, China. Tourism Management, 29(5), 841–856.

Auteurs

Juan Du (J)

College of Mathematics and Statistics, Jishou University, Jishou, Hunan, China.

Chunqiong Liu (C)

College of Environmental Science and Engineering, China West Normal University, Nanchong, 637009, China. liuchunqiong@jsu.edu.cn.
College of Biology and Environmental Sciences, Jishou University, Jishou, Hunan, China. liuchunqiong@jsu.edu.cn.

Bo Wu (B)

College of Mathematics and Statistics, Jishou University, Jishou, Hunan, China.

Jiao Zhang (J)

College of Biology and Environmental Sciences, Jishou University, Jishou, Hunan, China.

Yi Huang (Y)

College of Biology and Environmental Sciences, Jishou University, Jishou, Hunan, China.

Kai Shi (K)

College of Environmental Science and Engineering, China West Normal University, Nanchong, 637009, China. shikai@jsu.edu.cn.
College of Biology and Environmental Sciences, Jishou University, Jishou, Hunan, China. shikai@jsu.edu.cn.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH