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Sefolo, et al.

                GHG emissions, as existing figures are reported at the   provide a more comprehensive understanding of long-
                provincial  level.  Furthermore,  quantitative  data  are   term infrastructure resilience and sustainability.
                needed on elements, such as the annual percentage or
                scorecard of infrastructure constructed, the extent and   Acknowledgments
                measurements of flood events, and a political stability
                index to better inform policy and infrastructure planning.  None.

                5.2. Policy implications                            Funding
                Effectively mitigating the impact of climate change on
                roads and stormwater infrastructure requires deliberate   None.
                and sustained  policy  implementation.  The  following
                policy implications are proposed for consideration by   Conflict of interest
                relevant stakeholders:
                (i)  Increase public awareness and education  on the   The authors declare no conflicts of interest.
                   impacts of climate change and promote individual,
                   corporate, and governmental actions to mitigate its   Author contributions
                   effects
                (ii)  Integrate climate change adaptation and mitigation   Conceptualization: All authors
                   strategies into national planning and development   Formal analysis: All authors
                   processes to ensure coherence across sectors     Investigation: All authors
                (iii) Strengthen  coordination  between  subnational  and   Methodology: All authors
                   national government plans aimed at climate change   Writing – original draft: All authors
                   mitigation and adaptation                        Writing – review & editing: All authors
                (iv) Encourage human capacity development in the areas
                   of climate change policy analysis, formulation, and   Availability of data
                   implementation
                (v)  Address  resource constraints that hinder the   The  data  supporting  the  findings  of  this  study  are
                   development  and  implementation  of  effective   available from the corresponding author upon reasonable
                   climate change policies.                         request.

                5.3. Limitations and directions for future study    References
                This study is limited to the analysis and simulation of
                historical data on stormwater collection systems, road   1.  Collins J. Ascertaining Credibility in Research Surveys
                                                                        and Studies. 2020.  Available  from: https://www.
                infrastructure,  climate  change,  and  financial  datasets   impactio.com/blog/ascertaining-credibility-in-research-
                specific  to  the  City  of Tshwane.  It  does  not  consider   surveys-and-studies [Last accessed on 2023 Mar 23].
                the age-related issues within the lifecycle of road and   2.  City  of Tshwane.  City Strategy and Organisational
                stormwater infrastructure. The historical data used in this   Performance Department the Draft Consolidated
                study may omit important factors, potentially leading to   Audited  Annual Report for the City  of Tshwane and
                inaccuracies in the analysis and forecasting. Moreover,   Its Entities for the End of the 2019/20 Financial Year
                such data may be subjected to bias and incompleteness   Submitted in Terms of Section 127(2) of the Municipal
                and may lose relevance over time. Although Harman’s     Finance  Management  Act,  56 of 2003  (MFMA) and
                one-factor test was conducted to assess the presence of   Section 46 of the Municipal Systems  Act, 32 of 2000
                bias and to establish the reliability of the dataset, the use   (MSA). 2021.  Available  from: https://lg.treasury.gov.
                of primary data may offer greater accuracy and reliability   za/supportingdocs/tsh/tsh_annual%20report%20
                due  to  its  direct  acquisition from  original  sources.   draft_2022_y_20230123t130226z_mmasellom.pdf
                                                                        [Last accessed on 2022 Mar 17].
                Therefore, future works could benefit from the use of   3.  South African  Government  News Agency.  National
                primary  data  and should also  consider  investigating   Destructive Flooding Declared National State of Disaster
                the  typical  performance  challenges  associated  with   Declared on Floods SA. 2023. Available from: https://
                the lifecycle of road and stormwater infrastructure. In   www.sanews.gov.za/south-africa/national-state-disaster-
                addition, further studies could explore the interactions   declared-floods [Last accessed on 2023 Mar 20].
                between climate change and infrastructure lifecycle to   4.  Motsoere S. Manufacturers Mood Darkens after Deadly



                Volume 22 Issue 2 (2025)                       200                           doi: 10.36922/AJWEP025080049
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