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  • Appendix 1
    Equations used to calculate specific attenuation
  • Appendix 2
    13 hourly variables in the data
  • Appendix 3
    Graph of predicted value against actual value of hourly rainfall in preliminary testing
  • Appendix 4
    ML model code
  • Appendix 5
    Code for optimised model data preprocessing
  • Appendix 6
    Graphical comparisons between the leakage and non-leakage model variants
  • Appendix 7
    Code for optimised XGBoost model