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Flood Mitigation in Ethekwini Metropolitan Area – Empirical Evidence using Artificial Neural Network

Bibliographic Data

ID22257131
AuthorsLilian Gumbo (0000-0001-8746-602X, University of South Africa), Ferina Marimuthu (0000-0001-9205-8127, Durban University of Technology)
Year2025
Volume6
Issue15
Pages4537
Publication date2025-12-30
Open AccessYes
TypeARTICLE
VenueE-Journal of Humanities Arts and Social Sciences (JOURNAL)
Journal identifiersISSN: 2720-7722 • E-ISSN: 2720-7722
PublisherNoyam Publishers (PUBLISHER)
DOI10.38159/ehass.202561522
OpenAlexW7127988304
LanguageEN
References cited20

Climate change is recognised as one of the most significant environmental threats facing the world today. Voluntary carbon credits have become a key approach for mitigating climate change by lowering emissions and encouraging sustainable development. However, many voluntary carbon credit projects are of poor quality and do not deliver the claimed emissions reductions. This research aimed to assess the contribution of voluntary carbon credits towards additional greenhouse gas emissions reductions and the overall mitigation of climate change. A systematic literature review was conducted on 40 articles sourced from the Scopus and Clarivate Web of Science databases using the PRISMA protocol. The systematic and bibliometric analyses triangulated both qualitative and quantitative research approaches. The study established market dynamics, funding of VCC projects, and quality of VCC as primary themes related to climate mitigation by VCC. Literature also discusses the quality of VCC, market dynamics, accountability, double counting, additionality, permanence, risks of reversals and leakage, neocolonialism, and justice as key themes that challenge the effectiveness of VCC in mitigating climate change. The study recommends the standardisation and proper regulation of voluntary carbon credit systems to enhance transparency, accountability, and actual reduction of greenhouse gases

Carbon credit · Climate change · Climate change mitigation · Empirical evidence · Global warming · Greenhouse gas · Scopus · Sustainable development · Conservation, Biodiversity, and Resource Management · Flood Risk Assessment and Management · Sustainability and Climate Change Governance

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