Pulse-Probability

Python code that calculates the probability of observing impulsive signals for given inputs.

Inputs are:

1. ft - Fault Type (0 - Strike Slip, 1 - Non-strike slip)

2. mw - Moment Magnitude

3. rjb - Rjb Distance (km)

4. s2saz - Source-to-site Azimuth (degree)

Following python packages must be installed on the system:

numpy, scipy

Database

Database that is used for the creation the models is db.csv

Citation

Ertuncay, D., Costa, G. Determination of near-fault impulsive signals with multivariate naïve Bayes method. Nat Hazards (2021). https://doi.org/10.1007/s11069-021-04755-0