Results of prediction of precipitation-induced landslides and sediment discharge at the basin scale using machine learning

summary_all.xlsx is a file summarizing the results of the rainfall-infiltration slope stability analysis.

code.txt contains the code for building a machine learning (ML) model using this Excel file as training data.

Using this ML model, the ML output code.txt generates the probability of failure and the length of failure in the Pekerebetsu River basin based on saturation levels, outputting the results in a format similar to slope_units.dat. The calculation sets Run1, Run2, and Run3 are the sets of calculations performed three times using this output as input.