IDEAS home Printed from https://ideas.repec.org/a/spr/masfgc/v26y2021i8d10.1007_s11027-021-09975-0.html
   My bibliography  Save this article

Assessing GHG mitigation goals of INDCs (NDCs) considering socio-economic and environmental indicators of the parties

Author

Listed:
  • Seyed Alireza Modirzadeh

    (University of Tehran)

  • Mohsen Nasseri

    (University of Tehran)

  • Mohammad Sadegh Ahadi

    (Mehr Renewable Energy Co.)

  • Farzam Pourasghar Sangachin

    (Iran Chamber of Commerce, Industries and Agriculture)

Abstract

Based on the announced (Intended) Nationally Determined Contributions (INDCs), parties to the United Nations Framework Convention on Climate Change (UNFCCC) have introduced greenhouse gas emission reduction goals. These goals are based on the country-specific long-term climate policy. However, these goals do not necessarily match the countries’ socio-economic statuses and environmental performances, which are the main pillars of sustainable development. This paper proposes unconditional mitigation goals for 190 countries considering their socio-economic and environmental status in such a way that the total emission reductions are equal to that of (I)NDCs. To do so, different data mining methods including k-means clustering, Decision Trees (DT), Multivariate Adaptive Regression Splines (MARS), and Generalized Regression Neural Networks (GRNNs) are employed. Different clusters of countries are described and an appropriate range as unconditional mitigation goal for each country is introduced. In addition, the sufficiency of the current targets for each country is analyzed based on the proposed ranges. The results indicate that among top emitters, (I)NDCs of India, Russia, and Japan do not match their socio-economic status. On the contrary, Indonesia, Germany, and Mexico have targeted stricter mitigation goals than the proposed ranges of this research.

Suggested Citation

  • Seyed Alireza Modirzadeh & Mohsen Nasseri & Mohammad Sadegh Ahadi & Farzam Pourasghar Sangachin, 2021. "Assessing GHG mitigation goals of INDCs (NDCs) considering socio-economic and environmental indicators of the parties," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 26(8), pages 1-33, December.
  • Handle: RePEc:spr:masfgc:v:26:y:2021:i:8:d:10.1007_s11027-021-09975-0
    DOI: 10.1007/s11027-021-09975-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11027-021-09975-0
    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/s11027-021-09975-0?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. Li, Danny H.W. & Chen, Wenqiang & Li, Shuyang & Lou, Siwei, 2019. "Estimation of hourly global solar radiation using Multivariate Adaptive Regression Spline (MARS) – A case study of Hong Kong," Energy, Elsevier, vol. 186(C).
    2. Michel Elzen & Annemiek Admiraal & Mark Roelfsema & Heleen Soest & Andries F. Hof & Nicklas Forsell, 2016. "Contribution of the G20 economies to the global impact of the Paris agreement climate proposals," Climatic Change, Springer, vol. 137(3), pages 655-665, August.
    3. Pan, Xunzhang & Elzen, Michel den & Höhne, Niklas & Teng, Fei & Wang, Lining, 2017. "Exploring fair and ambitious mitigation contributions under the Paris Agreement goals," Environmental Science & Policy, Elsevier, vol. 74(C), pages 49-56.
    4. Harald Winkler & Niklas Höhne & Guy Cunliffe & Takeshi Kuramochi & Amanda April & Maria Jose Villafranca Casas, 2018. "Countries start to explain how their climate contributions are fair: more rigour needed," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 18(1), pages 99-115, February.
    5. Yang Liu & Fang Wang & Jingyun Zheng, 2017. "Estimation of Greenhouse Gas Emissions from the EU, US, China, and India up to 2060 in Comparison with Their Pledges under the Paris Agreement," Sustainability, MDPI, vol. 9(9), pages 1-10, September.
    6. Megan Mills‐Novoa & Diana M. Liverman, 2019. "Nationally Determined Contributions: Material climate commitments and discursive positioning in the NDCs," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 10(5), September.
    7. Haruna Chiroma & Sameem Abdul-kareem & Abdullah Khan & Nazri Mohd Nawi & Abdulsalam Ya’u Gital & Liyana Shuib & Adamu I Abubakar & Muhammad Zubair Rahman & Tutut Herawan, 2015. "Global Warming: Predicting OPEC Carbon Dioxide Emissions from Petroleum Consumption Using Neural Network and Hybrid Cuckoo Search Algorithm," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-21, August.
    8. Dovie, Delali Benjamin K. & Lwasa, Shuaib, 2017. "Correlating negotiation hotspot issues, Paris climate agreement and the international climate policy regime," Environmental Science & Policy, Elsevier, vol. 77(C), pages 1-8.
    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. Ulrike Will, 2020. "The Specification of Rules of Differentiation in the NDCs to the Paris Agreement," Discussion Paper Series RECAP15 31, RECAP15, European University Viadrina, Frankfurt (Oder).
    2. Senshaw, Dereje Azemraw & Kim, Jeong Won, 2018. "Meeting conditional targets in nationally determined contributions of developing countries: Renewable energy targets and required investment of GGGI member and partner countries," Energy Policy, Elsevier, vol. 116(C), pages 433-443.
    3. den Elzen, Michel & Kuramochi, Takeshi & Höhne, Niklas & Cantzler, Jasmin & Esmeijer, Kendall & Fekete, Hanna & Fransen, Taryn & Keramidas, Kimon & Roelfsema, Mark & Sha, Fu & van Soest, Heleen & Vand, 2019. "Are the G20 economies making enough progress to meet their NDC targets?," Energy Policy, Elsevier, vol. 126(C), pages 238-250.
    4. Barry McMullin & Paul Price & Michael B. Jones & Alwynne H. McGeever, 2020. "Assessing negative carbon dioxide emissions from the perspective of a national “fair share” of the remaining global carbon budget," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 25(4), pages 579-602, April.
    5. Ceecee Holz & Guy Cunliffe & Kennedy Mbeva & Pieter W. Pauw & Harald Winkler, 2023. "Tempering and enabling ambition: how equity is considered in domestic processes preparing NDCs," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 23(3), pages 271-292, September.
    6. Joyeeta Gupta & Aarti Gupta & Courtney Vegelin, 2022. "Equity, justice and the SDGs: lessons learnt from two decades of INEA scholarship," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 22(2), pages 393-409, June.
    7. Yong Bian & Zhi Yu & Xuelan Zeng & Jingchun Feng & Chao He, 2018. "Achieving China’s Long-Term Carbon Emission Abatement Targets: A Perspective from Regional Disparity," Sustainability, MDPI, vol. 10(11), pages 1-19, November.
    8. Rafael Tordecilla-Madera & Andrés Polo & Adrián Cañón, 2018. "Vehicles Allocation for Fruit Distribution Considering CO 2 Emissions and Decisions on Subcontracting," Sustainability, MDPI, vol. 10(7), pages 1-21, July.
    9. Mark Howells & Brent Boehlert & Pablo César Benitez, 2021. "Potential Climate Change Risks to Meeting Zimbabwe’s NDC Goals and How to Become Resilient," Energies, MDPI, vol. 14(18), pages 1-26, September.
    10. Phemelo Tamasiga & Helen Onyeaka & Adenike Akinsemolu & Malebogo Bakwena, 2023. "The Inter-Relationship between Climate Change, Inequality, Poverty and Food Security in Africa: A Bibliometric Review and Content Analysis Approach," Sustainability, MDPI, vol. 15(7), pages 1-35, March.
    11. Feng, Yu & Hao, Weiping & Li, Haoru & Cui, Ningbo & Gong, Daozhi & Gao, Lili, 2020. "Machine learning models to quantify and map daily global solar radiation and photovoltaic power," Renewable and Sustainable Energy Reviews, Elsevier, vol. 118(C).
    12. Fang Wan & Jizu Li, 2023. "Responsibility Allocation of Provincial Industry Emission Reduction from the Perspective of Industrial Linkages—A Case Study of Shanxi Province," Sustainability, MDPI, vol. 15(12), pages 1-14, June.
    13. Fragkos, Panagiotis & Kouvaritakis, Nikos, 2018. "Model-based analysis of Intended Nationally Determined Contributions and 2 °C pathways for major economies," Energy, Elsevier, vol. 160(C), pages 965-978.
    14. Minna Havukainen & Mirja Mikkilä & Helena Kahiluoto, 2022. "Climate Policy Reform in Nepal through the Lenses of the Institutional Analysis and Development Framework," Sustainability, MDPI, vol. 14(12), pages 1-21, June.
    15. Luís M. Fazendeiro & Sofia G. Simões, 2021. "Historical Variation of IEA Energy and CO 2 Emission Projections: Implications for Future Energy Modeling," Sustainability, MDPI, vol. 13(13), pages 1-27, July.
    16. Jiang, Hong-Dian & Purohit, Pallav & Liang, Qiao-Mei & Dong, Kangyin & Liu, Li-Jing, 2022. "The cost-benefit comparisons of China's and India's NDCs based on carbon marginal abatement cost curves," Energy Economics, Elsevier, vol. 109(C).
    17. Montanarella, Luca & Panagos, Panos, 2021. "The relevance of sustainable soil management within the European Green Deal," Land Use Policy, Elsevier, vol. 100(C).
    18. Nicky R. M. Pouw & Hans-Peter Weikard & Richard B. Howarth, 2022. "Economic analysis of international environmental agreements: lessons learnt 2000–2020," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 22(2), pages 279-294, June.
    19. Salekpay, Foroogh, 2021. "Distributing the European Union Greenhouse Gas emission 2030," Working Papers 2072/534909, Universitat Rovira i Virgili, Department of Economics.
    20. Nicole J. Berg & Heleen L. Soest & Andries F. Hof & Michel G. J. Elzen & Detlef P. Vuuren & Wenying Chen & Laurent Drouet & Johannes Emmerling & Shinichiro Fujimori & Niklas Höhne & Alexandre C. Kõber, 2020. "Implications of various effort-sharing approaches for national carbon budgets and emission pathways," Climatic Change, Springer, vol. 162(4), pages 1805-1822, October.

    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:masfgc:v:26:y:2021:i:8:d:10.1007_s11027-021-09975-0. 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.