IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i6p865-d833635.html
   My bibliography  Save this article

Coupling Coordination Evaluation of Lakefront Landscape Spatial Quality and Public Sentiment

Author

Listed:
  • Jia Tao

    (School of Urban Design, Wuhan University, Wuhan 430072, China)

  • Meng Yang

    (School of Urban Design, Wuhan University, Wuhan 430072, China)

  • Jing Wu

    (School of Urban Design, Wuhan University, Wuhan 430072, China
    Hubei Habitat Environment Research Centre of Engineering and Technology, Wuhan 430072, China)

Abstract

The comprehensive quality evaluation of the lakefront landscape relies on a combination of subjective and objective methods. This study aims to evaluate the coupling coordination between spatial quality and public sentiment in Wuhan’s lakefront area, and explore the distribution of various coupling coordination types through machine learning of street view images and sentiment analysis of microblog texts. Results show that: (1) The hot and cold spots of spatial quality are distributed in a contiguous pattern, whereas the public sentiments are distributed in multiple clusters. (2) A strong coupling coordination and correlation exists between spatial quality and public sentiment. High green visibility, high sky visibility, and natural revetment have remarkable positive effects on public sentiment. In comparison, high water visibility has a negative effect on public sentiment, which may be related to the negative impact of traffic-oriented streets on the lakefront landscape. (3) Lakefront areas close to urban centers generally show a low spatial quality–high public sentiment distribution, which may be related to factors such as rapid urbanization. This study can help planners identify critical areas to be optimized through coupling coordination relationship evaluation, and provides a practical basis for the future development of urban lakefront areas.

Suggested Citation

  • Jia Tao & Meng Yang & Jing Wu, 2022. "Coupling Coordination Evaluation of Lakefront Landscape Spatial Quality and Public Sentiment," Land, MDPI, vol. 11(6), pages 1-29, June.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:6:p:865-:d:833635
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/6/865/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/11/6/865/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Guan, Wanqiu & Gao, Haoyu & Yang, Mingmin & Li, Yuan & Ma, Haixin & Qian, Weining & Cao, Zhigang & Yang, Xiaoguang, 2014. "Analyzing user behavior of the micro-blogging website Sina Weibo during hot social events," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 395(C), pages 340-351.
    2. Jisoo Sim & Patrick Miller & Samarth Swarup, 2020. "Tweeting the High Line Life: A Social Media Lens on Urban Green Spaces," Sustainability, MDPI, vol. 12(21), pages 1-18, October.
    3. Yu Ye & Wei Zeng & Qiaomu Shen & Xiaohu Zhang & Yi Lu, 2019. "The visual quality of streets: A human-centred continuous measurement based on machine learning algorithms and street view images," Environment and Planning B, , vol. 46(8), pages 1439-1457, October.
    4. Yuan Xue & Chuntao Li, 2020. "Extracting Chinese geographic data from Baidu Map API," Stata Journal, StataCorp LP, vol. 20(4), pages 805-811, December.
    5. Jingjing Yan & Wei Shi & Fei Li, 2018. "Evaluation and Countermeasures of the Implementation of the Lake Protection and Governance System in Wuhan City, Middle China," Sustainability, MDPI, vol. 10(10), pages 1-15, September.
    6. J. Pretty & J. Peacock & R. Hine & M. Sellens & N. South & M. Griffin, 2007. "Green exercise in the UK countryside: Effects on health and psychological well-being, and implications for policy and planning," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 50(2), pages 211-231.
    7. Soran Mansournia & Bakhtiar Bahrami & Leila Mahmoudi Farahani & Farshid Aram, 2021. "Understanding children’s perceptions and activities in urban public spaces: The case study of Zrêbar Lake Waterfront in Kurdistan," Urban Studies, Urban Studies Journal Limited, vol. 58(2), pages 372-388, February.
    8. Tang, Zi, 2015. "An integrated approach to evaluating the coupling coordination between tourism and the environment," Tourism Management, Elsevier, vol. 46(C), pages 11-19.
    9. Jing Wu & Xirui Chen & Shulin Chen, 2019. "Temporal Characteristics of Waterfronts in Wuhan City and People’s Behavioral Preferences Based on Social Media Data," Sustainability, MDPI, vol. 11(22), pages 1-37, November.
    Full references (including those not matched with items on IDEAS)

    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. Johannes Machiel Dreyer & Noor Azlin Yahya & Nik Azyyati Abd Kadir, 2019. "Visitor’s perceptions of the Forest Research Institute of Malaysia (FRIM) as an urban open space for environmental learning: results of a qualitative study," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(4), pages 1933-1945, August.
    2. Wang, Yuxia & Cao, Wenpu & Gao, Minyi & Gao, Yukun & Chi, Xingyu & Meng, Xing & Li, Shuang & Hu, Guohua, 2024. "Examining spatial coordination of human-land-industry-service system from a regionalization approach: A case study of Beijing," Land Use Policy, Elsevier, vol. 137(C).
    3. Chengkun Huang & Feiyang Lin & Deping Chu & Lanlan Wang & Jiawei Liao & Junqian Wu, 2021. "Coupling Relationship and Interactive Response between Intensive Land Use and Tourism Industry Development in China’s Major Tourist Cities," Land, MDPI, vol. 10(7), pages 1-17, July.
    4. Panasiuk Aleksander, 2020. "Policy of Sustainable Development of Urban Tourism," Polish Journal of Sport and Tourism, Sciendo, vol. 27(2), pages 33-37, June.
    5. Bohong Zheng & Rui Guo & Komi Bernard Bedra & Yanfen Xiang, 2022. "Quantitative Evaluation of Urban Style at Street Level: A Case Study of Hengyang County, China," Land, MDPI, vol. 11(4), pages 1-28, March.
    6. Jiang, Wenhao & Stickley, Andrew & Ueda, Michiko, 2021. "Green space and suicide mortality in Japan: An ecological study," Social Science & Medicine, Elsevier, vol. 282(C).
    7. Xiaojia Liu & Xi Chen & Yan Huang & Weihong Wang & Mingkan Zhang & Yang Jin, 2023. "Landscape Aesthetic Value of Waterfront Green Space Based on Space–Psychology–Behavior Dimension: A Case Study along Qiantang River (Hangzhou Section)," IJERPH, MDPI, vol. 20(4), pages 1-22, February.
    8. Siyu Gao & Haixiang Guo & Jing Yu, 2021. "Urban Water Inclusive Sustainability: Evidence from 38 Cities in the Yangtze River Economic Belt in China," Sustainability, MDPI, vol. 13(4), pages 1-32, February.
    9. Somajita Paul & Harini Nagendra, 2017. "Factors Influencing Perceptions and Use of Urban Nature: Surveys of Park Visitors in Delhi," Land, MDPI, vol. 6(2), pages 1-23, April.
    10. Lingzhu Zhang & Yu Ye & Wenxin Zeng & Alain Chiaradia, 2019. "A Systematic Measurement of Street Quality through Multi-Sourced Urban Data: A Human-Oriented Analysis," IJERPH, MDPI, vol. 16(10), pages 1-24, May.
    11. Dongchuan Wang & Wengang Chen & Wei Wei & Broxton W. Bird & Lihui Zhang & Mengqin Sang & Qianqian Wang, 2016. "Research on the Relationship between Urban Development Intensity and Eco-Environmental Stresses in Bohai Rim Coastal Area, China," Sustainability, MDPI, vol. 8(4), pages 1-15, April.
    12. Samereh Pourmoradian & Ali Vandshoari & Davoud Omarzadeh & Ayyoob Sharifi & Naser Sanobuar & Seyyed Samad Hosseini, 2021. "An Integrated Approach to Assess Potential and Sustainability of Handmade Carpet Production in Different Areas of the East Azerbaijan Province of Iran," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    13. Dennis, Matthew & James, Philip, 2017. "Ecosystem services of collectively managed urban gardens: Exploring factors affecting synergies and trade-offs at the site level," Ecosystem Services, Elsevier, vol. 26(PA), pages 17-26.
    14. Bartzokas-Tsiompras, Alexandros & Bakogiannis, Efthimios & Nikitas, Alexandros, 2023. "Global microscale walkability ratings and rankings: A novel composite indicator for 59 European city centres," Journal of Transport Geography, Elsevier, vol. 111(C).
    15. Siqi Lai & Brian Deal, 2022. "Parks, Green Space, and Happiness: A Spatially Specific Sentiment Analysis Using Microblogs in Shanghai, China," Sustainability, MDPI, vol. 15(1), pages 1-18, December.
    16. Khalid Mohammed Almatar, 2024. "Rehumanize the Streets and Make Them More Smart and Livable in Arab Cities: Case Study: Tahlia Street; Riyadh City, Saudi Arabia," Sustainability, MDPI, vol. 16(8), pages 1-17, April.
    17. Xin Duan & Shengli Dai & Rui Yang & Ziwei Duan & Yanhong Tang, 2020. "Environmental Collaborative Governance Degree of Government, Corporation, and Public," Sustainability, MDPI, vol. 12(3), pages 1-14, February.
    18. Kanyou Sou & Hiroya Shiokawa & Kento Yoh & Kenji Doi, 2021. "Street Design for Hedonistic Sustainability through AI and Human Co-Operative Evaluation," Sustainability, MDPI, vol. 13(16), pages 1-22, August.
    19. Hongying Zhang & Chengxuan Geng & Dongqin Cao & Jiahui Wei, 2024. "Can high-tech industrial convergence promote green innovation efficiency? Evidence from 30 Chinese provinces," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 23579-23611, September.
    20. Adina Letiţia Negruşa & Valentin Toader & Aurelian Sofică & Mihaela Filofteia Tutunea & Rozalia Veronica Rus, 2015. "Exploring Gamification Techniques and Applications for Sustainable Tourism," Sustainability, MDPI, vol. 7(8), pages 1-30, August.

    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:jlands:v:11:y:2022:i:6:p:865-:d:833635. 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.