Page 208 - AJWEP-v22i2
P. 208

Sefolo, et al.

                   resources planning and management.  Clean Environ    Geomat. 2020;9(2):379-396.
                   Syst. 2021;2:100031.                                 doi: 10.4314/sajg.v9i2.25
                   doi: 10.1016/j.cesys.2021.100031                 40.  McBride CM, Kruger AC, Dyson L. Changes in extreme
                28.  Hassanzadeh  E,  Zarghami  M, Hassanzadeh  Y.      daily rainfall characteristics in South Africa: 1921-2020.
                   Determining  the main  factors  in declining  the  Urmia   Weather Clim Extrem. 2022;38:100517.
                   Lake level by using system dynamics modeling. Water      doi: 10.1016/j.wace.2022.100517
                   Resour Manag. 2012;26(1):129-145.                41.  World Bank Group.  South Africa  Climatology. 2021.
                   doi: 10.1007/s11269-011-9909-8                       Available  from:    https://climateknowledgeportal.
                29.  Xiao-Jun  W,  Jian-Yun Z,  Jian-Hua  W,  et  al. Climate   worldbank.org/country/south-africa/climate-data-
                   change and water resources management in Tuwei river   historical [Last accessed on 2025 Mar 28].
                   basin  of Northwest China.  Mitig  Adapt  Strateg  Glob   42.  South  African Government Report.  Geography and
                   Chang. 2014;19(1):107-120.                           Climate. 2025.  Available  from: https://www.gov.za/
                   doi: 10.1007/s11027-012-9430-2                       about-sa/geography-and-climate  [Last  accessed  on
                30.  Singh  A.  An Introduction to Experimental  and    2025 Mar 28].
                   Exploratory  Research. 2021.  Available  from:  https://  43.  Writer S. What is Drought and Why Is It an Increasing
                   papers.ssrn.com/sol3/papers.cfm?abstract_id=3789360   Issue in South Africa. 2022. Available from: https://www.
                   [Last accessed on 2023 Mar 12].                      greeneconomyjournal.com/explainer/what-is-drought-
                31.  Podsakoff PM, MacKenzie SB, Lee JY, Podsakoff NP.   and-why-is-it-an-increasing-issue-in-south-africa  [Last
                   Common method biases in behavioral research: A critical   accessed on 2025 Mar 28].
                   review of the literature  and recommended  remedies.   44.  AnyLogic.  AnyLogic  Simulation  Software. 2023.
                   J Appl Psychol. 2003;88(5):879-903.                  Available   from:   https://www.anylogic.com   [Last
                   doi: 10.1037/0021-9010.88.5.879                      accessed on 2023 Sep 16].
                32.  Rahaman MDS.  The advantages and disadvantage  of   45.  Daniyan  IA, Mpofu K, Ramatsetse  BI, Zeferino  E,
                   using quantitative and qualitative approaches and method   Monzambe  G, Sekano  E.  Design  and  simulation  of
                   in language testing and assessment research: A literature   a  flexible  manufacturing  system  for  manufacturing
                   review. J Educ Learn. 2016;6(1):102-112.             operations of railcar  subassemblies.  Procedia Manuf.
                   doi: 10.5539/jel.v6n1p102                            2021;54:112-117.
                33.  Somo G, Daniyan IA, Swanepoel J, Mpofu K. System      doi: 10.1016/j.promfg.2021.07.018
                   dynamics modelling and simulation of computer control   46.  Government Gazette, Republic of South Africa. 2024.
                   systems  for  steel  ingot  furnaces.  S  Afr  J  Ind  Eng.   Available  from:  https://www.gov.za/sites/default/files/
                   2023;34(4):116-131.                                  gcis_document/202407/50966climatechangeact222024.
                   doi: 10.7166/34-4-2862                               pdf [Last accessed on 2025 Apr 03].
                34.  Crowe S,  Vresswell K, Robertson A, Huby G, Avery   47.  STATS  SA.  Midyear  Population  Estimates. 2022.
                   A, Sheikh A. The case study approach. BMC Med Res    p.  1-50.  Available  from:  https://www.statssa.gov.za/
                   Methodol. 2011;11:100.                               publications/P0302/P03022022.pdf  [Last  accessed  on
                   doi: 10.1186/1471-2288-11-100                        2023 May 24].
                35.  Akhtar  I. Research  design.  In:  Research  in  Social   48.  University of Witwatersrand. The 2022 Durban Floods
                   Science: Interdisciplinary Perspective. 1   ed. Kanpur,   Were the Most Catastrophic Yet Recorded in KwaZulu-
                                                     st
                   India:  Social Research Foundation; 2016. p. 17.     Natal. 2023.  Available  from: https://www.wits.ac.za/
                36.  Zainal  Z. Case study as a research method.        news/latest-news/general-news/2023/2023-04/the-2022-
                   J Kemanuisiaan Bil. 2007;9(1):1-6.                   durban-floods-were-the-most-catastrophic-yet-recorded-
                37.  South  African  Weather  Service.  Annual  Report.   in-kwazulu-natal.html [Last accessed on 2023 Apr 19].
                   2021.  Available from: https://www.weathersa.co.za/  49.  World  Bank  Group.  Climate  Risk  Country  Profile
                   documents/corporate/annual%20state%20of%20the%20     South  Africa.  2022.  Available  from:  https://
                   climate%202021_04042022114230.pdf  [Last  accessed   climateknowledgeportal.worldbank.org/sites/default/
                   on 2023 Mar 20].                                     files/country-profiles/15932-wb_south%20africa%20
                38.  Adeyemi  A, Botai J, Ramoelo  A, van der Merwe F,   country%20profile-web.pdf   [Last   accessed   on
                   Tsela P. Effect of impervious surface area and vegetation   2022 Oct 29].
                   changes on mean surface temperature over  Tshwane   50.  Ngepah J, Raoul C, Djemo T, Saba CH. Forecasting the
                   metropolis,  Gauteng Province, South  Africa.  S  Afr J   economic  growth impacts  of climate  change  in South
                   Geomat. 2015;4(4):351-368.                           Africa  in  the  2030  and  2050  horizons.  Sustainability.
                   doi: 10.4314/sajg.v4i4.1                             2022;14:8299.
                39.  Magidi J, Ahmed F. Spatio-temporal variations of land      doi: 10.3390/su14148299
                   surface temperature using landsat and MODIS:  Case   51.  Dube K, Nhamo G, Chikodzi D. Flooding trends
                   study of the  city  of  Tshwane, South  Africa.  S  Afr J   and their impacts on coastal communities of



                Volume 22 Issue 2 (2025)                       202                           doi: 10.36922/AJWEP025080049
   203   204   205   206   207   208   209   210   211   212   213