Data for rapid pluvial flooding prediction

This repository contains the data used to develop the hybrid hydrodynamic-machine learning models for rainfall-flooding prediction described in the manuscript "Hybrid hydrodynamic-machine learning modelling for rapid flood scenario assessment: a case study in Aotearoa New Zealand" submitted to the Journal of Flood Risk Management. The data consists of: Dataframes.zip: The dataset used to train, test and validate the machine learning models. Data.zip: The additional data used to generate the figures in the manuscript.