IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i11p6574-d826324.html
   My bibliography  Save this article

Quantitative Evaluation of Psychological Tolerance under the Haze: A Case Study of Typical Provinces and Cities in China with Severe Haze

Author

Listed:
  • Haiyue Lu

    (College of Hydrology and Water Resources, Hohai University, Nanjing 210003, China)

  • Xiaoping Rui

    (College of Earth and Engineering, Hohai University, Nanjing 211100, China)

  • Gadisa Fayera Gemechu

    (College of Hydrology and Water Resources, Hohai University, Nanjing 210003, China
    Faculty of Natural Sciences, Salale University, Fiche 245, Ethiopia)

  • Runkui Li

    (College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China)

Abstract

The interplay of specific weather conditions and human activity results due to haze. When the haze arrives, individuals will use microblogs to communicate their concerns and feelings. It will be easier for municipal administrators to alter public communication and resource allocation under the haze if we can master the emotions of netizens. Psychological tolerance is the ability to cope with and adjust to psychological stress and unpleasant emotions brought on by adversity, and it can guide human conduct to some extent. Although haze has a significant impact on human health, environment, transportation, and other factors, its impact on human mental health is concealed, indirect, and frequently underestimated. In this study, psychological tolerance was developed as a psychological impact evaluation index to quantify the impact of haze on human mental health. To begin, data from microblogs in China’s significantly haze-affected districts were collected from 2013 to 2019. The emotion score was then calculated using SnowNLP, and the subject index was calculated using the co-word network approach, both of which were used as social media evaluation indicators. Finally, utilizing ecological and socioeconomic factors, psychological tolerance was assessed at the provincial and prefecture level. The findings suggest that psychological tolerance differs greatly between areas. Psychological tolerance has a spatio-temporal trajectory in the timeseries as well. The findings offer a fresh viewpoint on haze’s mental effects.

Suggested Citation

  • Haiyue Lu & Xiaoping Rui & Gadisa Fayera Gemechu & Runkui Li, 2022. "Quantitative Evaluation of Psychological Tolerance under the Haze: A Case Study of Typical Provinces and Cities in China with Severe Haze," IJERPH, MDPI, vol. 19(11), pages 1-23, May.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:11:p:6574-:d:826324
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/11/6574/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/19/11/6574/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Abhishek Ghosh & Shyamal Kumar Kar, 2018. "Application of analytical hierarchy process (AHP) for flood risk assessment: a case study in Malda district of West Bengal, India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 94(1), pages 349-368, October.
    2. Abhishek Ghosh & Shyamal Kumar Kar, 2018. "Correction to: Application of analytical hierarchy process (AHP) for flood risk assessment: a case study in Malda district of West Bengal, India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 94(1), pages 369-369, October.
    3. Yuguo Tao & Feng Zhang & Chunyun Shi & Yun Chen, 2019. "Social Media Data-Based Sentiment Analysis of Tourists’ Air Quality Perceptions," Sustainability, MDPI, vol. 11(18), pages 1-23, September.
    4. Reshma T. Vilasan & Vijay S. Kapse, 2022. "Evaluation of the prediction capability of AHP and F-AHP methods in flood susceptibility mapping of Ernakulam district (India)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 112(2), pages 1767-1793, June.
    5. Gadisa Fayera Gemechu & Xiaoping Rui & Haiyue Lu, 2021. "Wetland Change Mapping Using Machine Learning Algorithms, and Their Link with Climate Variation and Economic Growth: A Case Study of Guangling County, China," Sustainability, MDPI, vol. 14(1), pages 1-25, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wenlu Zhao & Guanghu Jin & Chenyue Huang & Jinji Zhang, 2023. "Attention and Sentiment of the Chinese Public toward a 3D Greening System Based on Sina Weibo," IJERPH, MDPI, vol. 20(5), pages 1-20, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Muhammad Atiq Ur Rehman Tariq & Cheuk Yin Wai & Nitin Muttil, 2020. "Vulnerability Assessment of Ubiquitous Cities Using the Analytic Hierarchy Process," Future Internet, MDPI, vol. 12(12), pages 1-21, December.
    2. Hossain, Mohammad Khalid & Meng, Qingmin, 2020. "A fine-scale spatial analytics of the assessment and mapping of buildings and population at different risk levels of urban flood," Land Use Policy, Elsevier, vol. 99(C).
    3. Subhankar Chakraborty & Sutapa Mukhopadhyay, 2019. "Assessing flood risk using analytical hierarchy process (AHP) and geographical information system (GIS): application in Coochbehar district of West Bengal, India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 99(1), pages 247-274, October.
    4. Pranay Paul & Rumki Sarkar, 2022. "Flood susceptible surface detection using geospatial multi-criteria framework for management practices," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 114(3), pages 3015-3041, December.
    5. Mostafa Dastorani, 2022. "Application of fuzzy-AHP method for desertification assessment in Sabzevar area of Iran," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 112(1), pages 187-205, May.
    6. Alaa Ahmed & Abdullah Alrajhi & Abdulaziz Alquwaizany & Ali Al Maliki & Guna Hewa, 2022. "Flood Susceptibility Mapping Using Watershed Geomorphic Data in the Onkaparinga Basin, South Australia," Sustainability, MDPI, vol. 14(23), pages 1-23, December.
    7. Suddhasil Bose & Subhra Halder, 2023. "Identification of crop suitable land using geospatial techniques and assessment with socio-economic factors—case study from India," Asia-Pacific Journal of Regional Science, Springer, vol. 7(1), pages 229-253, March.
    8. Zhihui Li & Keyu Song & Lu Peng, 2021. "Flood Risk Assessment under Land Use and Climate Change in Wuhan City of the Yangtze River Basin, China," Land, MDPI, vol. 10(8), pages 1-16, August.
    9. Weiwei Xie & Qingmin Meng, 2023. "An Integrated PCA–AHP Method to Assess Urban Social Vulnerability to Sea Level Rise Risks in Tampa, Florida," Sustainability, MDPI, vol. 15(3), pages 1-21, January.
    10. Cavalieri, Francesco & Franchin, Paolo & Giovinazzi, Sonia, 2023. "Multi-hazard assessment of increased flooding hazard due to earthquake-induced damage to the natural drainage system," Reliability Engineering and System Safety, Elsevier, vol. 237(C).
    11. Rakhi Das & Gopa Samanta, 2023. "Impact of floods and river-bank erosion on the riverine people in Manikchak Block of Malda District, West Bengal," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 13595-13617, November.
    12. Fatemeh Rezaie & Mahdi Panahi & Sayed M. Bateni & Changhyun Jun & Christopher M. U. Neale & Saro Lee, 2022. "Novel hybrid models by coupling support vector regression (SVR) with meta-heuristic algorithms (WOA and GWO) for flood susceptibility mapping," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 114(2), pages 1247-1283, November.
    13. Ming Zhong & Jiao Wang & Liang Gao & Kairong Lin & Yang Hong, 2019. "Fuzzy Risk Assessment of Flash Floods Using a Cloud-Based Information Diffusion Approach," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(7), pages 2537-2553, May.
    14. Mustapha Ikirri & Farid Faik & Fatima Zahra Echogdali & Isabel Margarida Horta Ribeiro Antunes & Mohamed Abioui & Kamal Abdelrahman & Mohammed S. Fnais & Abderrahmane Wanaim & Mouna Id-Belqas & Said B, 2022. "Flood Hazard Index Application in Arid Catchments: Case of the Taguenit Wadi Watershed, Lakhssas, Morocco," Land, MDPI, vol. 11(8), pages 1-20, July.
    15. Susmita Ghosh & Md. Mofizul Hoque & Aznarul Islam & Suman Deb Barman & Sadik Mahammad & Abdur Rahman & Nishith Kumar Maji, 2023. "Characterizing floods and reviewing flood management strategies for better community resilience in a tropical river basin, India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 115(2), pages 1799-1832, January.
    16. Lu Peng & Zhihui Li, 2021. "Ensemble Flood Risk Assessment in the Yangtze River Economic Belt under CMIP6 SSP-RCP Scenarios," Sustainability, MDPI, vol. 13(21), pages 1-17, November.
    17. Richard Abishek Selvam & Antony Ravindran Antony Jebamalai, 2023. "Application of the analytical hierarchy process (AHP) for flood susceptibility mapping using GIS techniques in Thamirabarani river basin, Srivaikundam region, Southern India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 118(2), pages 1065-1083, September.
    18. Fernando Borrajo-Millán & María-del-Mar Alonso-Almeida & María Escat-Cortes & Liu Yi, 2021. "Sentiment Analysis to Measure Quality and Build Sustainability in Tourism Destinations," Sustainability, MDPI, vol. 13(11), pages 1-14, May.
    19. Tongtong Jiang & Xiuguo Wu & Yunxiao Yin, 2023. "Logistics Efficiency Evaluation and Empirical Research under the New Retailing Model: The Way toward Sustainable Development," Sustainability, MDPI, vol. 15(20), pages 1-22, October.
    20. Xinming Du, 2023. "Symptom or Culprit? Social Media, Air Pollution, and Violence," CESifo Working Paper Series 10296, CESifo.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2022:i:11:p:6574-:d:826324. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.