IDEAS home Printed from https://ideas.repec.org/a/spr/jcomop/v45y2023i1d10.1007_s10878-022-00958-8.html
   My bibliography  Save this article

RETRACTED ARTICLE: Research on the influencing factors of living energy consumption and carbon emissions based on spatiotemporal model

Author

Listed:
  • Yang Zhimao

    (Xuchang University)

Abstract

To explore the influencing factors of living energy consumption, this paper studies the carbon emissions of living energy consumption, and combines the spatiotemporal model to analyze the influencing factors of living energy consumption and carbon emissions. Moreover, this paper proposes a new carbon emission anomaly trajectory detection algorithm STOD for detecting spatiotemporal anomalies. The algorithm segments the complete carbon emission spatiotemporal trajectory and merges the carbon emission trajectory segments that meet the conditions according to the definition. In addition, this paper obtains the abnormal trajectory segment and abnormal trajectory of carbon emissions by calculating three different metrics. The proposed model obtains the outcome of 91.45 during the evaluation of living energy consumption carbon emission analysis based on the spatiotemporal model. The experimental study shows that the carbon emission analysis based on the spatiotemporal model proposed in this paper has a better effect.

Suggested Citation

  • Yang Zhimao, 2023. "RETRACTED ARTICLE: Research on the influencing factors of living energy consumption and carbon emissions based on spatiotemporal model," Journal of Combinatorial Optimization, Springer, vol. 45(1), pages 1-20, January.
    • Handle: RePEc:spr:jcomop:v:45:y:2023:i:1:d:10.1007_s10878-022-00958-8
    DOI: 10.1007/s10878-022-00958-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10878-022-00958-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10878-022-00958-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ronggang Zhang & Sathishkumar V E & R. Dinesh Jackson Samuel, 2020. "Fuzzy Efficient Energy Smart Home Management System for Renewable Energy Resources," Sustainability, MDPI, vol. 12(8), pages 1-14, April.
    2. Azar, José & Duro, Miguel & Kadach, Igor & Ormazabal, Gaizka, 2021. "The Big Three and corporate carbon emissions around the world," Journal of Financial Economics, Elsevier, vol. 142(2), pages 674-696.
    3. Seyi Saint Akadiri & Festus Victor Bekun & Elham Taheri & Ada Chigozie Akadiri, 2019. "Carbon emissions, energy consumption and economic growth: a causality evidence," International Journal of Energy Technology and Policy, Inderscience Enterprises Ltd, vol. 15(2/3), pages 320-336.
    4. Buhari Doğan & Oana M. Driha & Daniel Balsalobre Lorente & Umer Shahzad, 2021. "The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 1-12, January.
    5. Yue‐Jun Zhang & Wei Shi & Lin Jiang, 2020. "Does China's carbon emissions trading policy improve the technology innovation of relevant enterprises?," Business Strategy and the Environment, Wiley Blackwell, vol. 29(3), pages 872-885, March.
    6. Fakhri J. Hasanov & Zeeshan Khan & Muzzammil Hussain & Muhammad Tufail, 2021. "Theoretical Framework for the Carbon Emissions Effects of Technological Progress and Renewable Energy Consumption," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 810-822, September.
    7. Zhenyue Liu & Dan Yang & Pengyan Zhang & Ling Jiang & Yanyan Li & Tianqi Rong & Meiling Song, 2022. "Spatial–temporal characteristics and scenario simulation of carbon emissions from energy consumption based on multiscale in the affected areas of the lower Yellow River [The human imperative of sta," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 17, pages 818-830.
    8. Fırat Emir & Festus Victor Bekun, 2019. "Energy intensity, carbon emissions, renewable energy, and economic growth nexus: New insights from Romania," Energy & Environment, , vol. 30(3), pages 427-443, May.
    9. Daniel Moran & Richard Wood & Edgar Hertwich & Kim Mattson & Joao F. D. Rodriguez & Karin Schanes & John Barrett, 2020. "Quantifying the potential for consumer-oriented policy to reduce European and foreign carbon emissions," Climate Policy, Taylor & Francis Journals, vol. 20(S1), pages 28-38, April.
    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. Fatima Sharif & Ihsanullah Hussain & Maria Qubtia, 2023. "Energy Consumption, Carbon Emission and Economic Growth at Aggregate and Disaggregate Level: A Panel Analysis of the Top Polluted Countries," Sustainability, MDPI, vol. 15(4), pages 1-18, February.
    2. Asongu, Simplice & Agboola, Mary & Alola, Andrew & Bekun, Festus, 2019. "The criticality of growth, urbanization, electricity and fossil fuel consumption to environment sustainability in Africa," MPRA Paper 102056, University Library of Munich, Germany.
    3. Chang, Tsangyao & Hsu, Chen-Min & Chen, Sheng-Tung & Wang, Mei-Chih & Wu, Cheng-Feng, 2023. "Revisiting economic growth and CO2 emissions nexus in Taiwan using a mixed-frequency VAR model," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 319-342.
    4. Hamisu S. Ali & Solomon P. Nathaniel & Gizem Uzuner & Festus V. Bekun & Samuel A. Sarkodie, 2020. "Trivariate Modelling of the Nexus between Electricity Consumption, Urbanization and Economic Growth in Nigeria: Fresh Insights from Maki Cointegration and Causality Tests," Working Papers of the African Governance and Development Institute. 20/010, African Governance and Development Institute..
    5. Özge Demiral & Mehmet Demiral & Emine Dilara Aktekin‐Gök, 2022. "Extra‐regional trade and consumption‐based carbon dioxide emissions in the European countries: Is there a carbon leakage?," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1987-2001, December.
    6. Yang, Tianle & Li, Fangmin & Du, Min & Huang, Miao & Li, Yinuo, 2023. "Impacts of alternative energy production innovation on reducing CO2 emissions: Evidence from China," Energy, Elsevier, vol. 268(C).
    7. Villanthenkodath, Muhammed Ashiq & Mahalik, Mantu Kumar, 2021. "Does economic growth respond to electricity consumption asymmetrically in Bangladesh? The implication for environmental sustainability," Energy, Elsevier, vol. 233(C).
    8. Udi Joshua & Festus V. Bekun & Samuel A. Sarkodie, 2020. "New Insight into the Causal Linkage between Economic Expansion, FDI, Coal consumption, Pollutant emissions and Urbanization in South Africa," Working Papers 20/011, European Xtramile Centre of African Studies (EXCAS).
    9. Miao, Yang & Razzaq, Asif & Adebayo, Tomiwa Sunday & Awosusi, Abraham Ayobamiji, 2022. "Do renewable energy consumption and financial globalisation contribute to ecological sustainability in newly industrialized countries?," Renewable Energy, Elsevier, vol. 187(C), pages 688-697.
    10. Guo, Jiaqi & Wang, Qiang & Li, Rongrong, 2024. "Can official development assistance promote renewable energy in sub-Saharan Africa countries? A matter of institutional transparency of recipient countries," Energy Policy, Elsevier, vol. 186(C).
    11. Ahmed Samour & Joshua Chukwuma Onwe & Nasiru Inuwa & Muhammad Imran, 2024. "Insurance market development, renewable energy, and environmental quality in the UAE: Novel findings from a bootstrap ARDL test," Energy & Environment, , vol. 35(2), pages 610-627, March.
    12. Francisco García-Lillo & Eduardo Sánchez-García & Bartolomé Marco-Lajara & Pedro Seva-Larrosa, 2023. "Renewable Energies and Sustainable Development: A Bibliometric Overview," Energies, MDPI, vol. 16(3), pages 1-22, January.
    13. Usman, Muhammad & Khalid, Khaizran & Mehdi, Muhammad Abuzar, 2021. "What determines environmental deficit in Asia? Embossing the role of renewable and non-renewable energy utilization," Renewable Energy, Elsevier, vol. 168(C), pages 1165-1176.
    14. Akan, Taner & Gündüz, Halil İbrahim & Emirmahmutoğlu, Furkan & Işık, Ali Haydar, 2023. "Disaggregating renewable energy-growth nexus: W-ARDL and W-Toda-Yamamoto approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 188(C).
    15. Chu, Baoju & Dong, Yizhe & Liu, Yaorong & Ma, Diandian & Wang, Tianju, 2024. "Does China's emission trading scheme affect corporate financial performance: Evidence from a quasi-natural experiment," Economic Modelling, Elsevier, vol. 132(C).
    16. Shujaat Abbas & Hazrat Yousaf & Shabeer Khan & Mohd Ziaur Rehman & Dmitri Blueschke, 2023. "Analysis and Projection of Transport Sector Demand for Energy and Carbon Emission: An Application of the Grey Model in Pakistan," Mathematics, MDPI, vol. 11(6), pages 1-14, March.
    17. Isik, Mine & Ari, Izzet & Sarica, Kemal, 2021. "Challenges in the CO2 emissions of the Turkish power sector: Evidence from a two-level decomposition approach," Utilities Policy, Elsevier, vol. 70(C).
    18. Wang, Weilong & Wang, Jianlong & Wu, Haitao, 2024. "The impact of energy-consuming rights trading on green total factor productivity in the context of digital economy: Evidence from listed firms in China," Energy Economics, Elsevier, vol. 131(C).
    19. Udemba, Edmund Ntom & Tosun, Merve, 2022. "Moderating effect of institutional policies on energy and technology towards a better environment quality: A two dimensional approach to China's sustainable development," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    20. Cai, Yurong & Zhou, Pengfei & Zhang, Yiting & Shen, Yang, 2023. "Natural resources extraction and sustainable environment: COP26 perspective for China," Resources Policy, Elsevier, vol. 82(C).

    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:spr:jcomop:v:45:y:2023:i:1:d:10.1007_s10878-022-00958-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.