Files
TomoATT/examples/eg3_joint_inversion/assign_gaussian_noise.py

34 lines
1.3 KiB
Python
Raw Normal View History

2025-12-17 10:53:43 +08:00
from pytomoatt.src_rec import SrcRec
class AssignNoise:
def __init__(self, in_fname, out_fname):
self.in_fname = in_fname
self.out_fname = out_fname
self.sr = SrcRec.read(self.in_fname)
def assign_noise_for_tt(self, noise_level=0.1):
self.sr.add_noise(noise_level)
def assign_noise_for_src(self, lat_pert=0.1, lon_pert=0.1, dep_pert=10, tau_pert=0.5):
self.sr.add_noise_to_source(lat_pert, lon_pert, dep_pert, tau_pert)
if __name__ == "__main__":
in_fname = "OUTPUT_FILES/OUTPUT_FILES_signal/src_rec_file_forward.dat" # input source receiver file
out_fname = "OUTPUT_FILES/OUTPUT_FILES_signal/src_rec_file_forward_errloc.dat" # output source receiver file
sigma = 0.1 # noise level in seconds
lat_pert = 0.1 # assign noise for latitude in degrees
lon_pert = 0.1 # assign noise for longitude in degrees
dep_pert = 10 # assign noise for depth in km
tau_pert = 0.5 # assign noise for origin time in seconds
# Initialize the instance
an = AssignNoise(in_fname, out_fname)
# Assign noise for travel time
an.assign_noise_for_tt(sigma)
# Assign noise for source
an.assign_noise_for_src(lat_pert, lon_pert, dep_pert, tau_pert)
# Write the output file
an.sr.write(out_fname)