# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
#
# LICENSE
#
# Copyright (C) 2010-2023 GEM Foundation, G. Weatherill, M. Pagani,
# D. Monelli.
#
# The Hazard Modeller's Toolkit is free software: you can redistribute
# it and/or modify it under the terms of the GNU Affero General Public
# License as published by the Free Software Foundation, either version
# 3 of the License, or (at your option) any later version.
#
# You should have received a copy of the GNU Affero General Public License
# along with OpenQuake. If not, see <http://www.gnu.org/licenses/>
#
# DISCLAIMER
#
# The software Hazard Modeller's Toolkit (openquake.hmtk) provided herein
# is released as a prototype implementation on behalf of
# scientists and engineers working within the GEM Foundation (Global
# Earthquake Model).
#
# It is distributed for the purpose of open collaboration and in the
# hope that it will be useful to the scientific, engineering, disaster
# risk and software design communities.
#
# The software is NOT distributed as part of GEM’s OpenQuake suite
# (https://www.globalquakemodel.org/tools-products) and must be considered as a
# separate entity. The software provided herein is designed and implemented
# by scientific staff. It is not developed to the design standards, nor
# subject to same level of critical review by professional software
# developers, as GEM’s OpenQuake software suite.
#
# Feedback and contribution to the software is welcome, and can be
# directed to the hazard scientific staff of the GEM Model Facility
# (hazard@globalquakemodel.org).
#
# The Hazard Modeller's Toolkit (openquake.hmtk) is therefore distributed WITHOUT
# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
# FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
# for more details.
#
# The GEM Foundation, and the authors of the software, assume no
# liability for use of the software.
"""
"""
import numpy as np
import matplotlib.pyplot as plt
from openquake.hmtk.faults.fault_models import RecurrenceBranch
from openquake.hmtk.plotting.seismicity.catalogue_plots import _save_image
#
# def _get_occurence_array(mmin, bin_width, occurrence):
# """
# Returns the incremental and cumulative recurrence
# """
# mags = mmin + np.cumsum(bin_width * np.ones(len(occurrence))) - bin_width
# cumulative = np.array([np.sum(occurrence[iloc:])
# for iloc in range(0, len(occurrence))])
# return np.column_stack([mags, occurrence, cumulative])
#
[docs]def plot_recurrence_models(
configs,
area,
slip,
msr,
rake,
shear_modulus=30.0,
disp_length_ratio=1.25e-5,
msr_sigma=0.0,
figure_size=(8, 6),
filename=None,
filetype="png",
dpi=300,
ax=None,
):
"""
Plots a set of recurrence models
:param list configs:
List of configuration dictionaries
"""
if ax is None:
fig, ax = plt.subplots(figsize=figure_size)
else:
fig = ax.get_figure()
for config in configs:
model = RecurrenceBranch(
area,
slip,
msr,
rake,
shear_modulus,
disp_length_ratio,
msr_sigma,
weight=1.0,
)
model.get_recurrence(config)
occurrence = model.recurrence.occur_rates
cumulative = np.array(
[np.sum(occurrence[iloc:]) for iloc in range(0, len(occurrence))]
)
if "AndersonLuco" in config["Model_Name"]:
flt_label = (
config["Model_Name"] + " - " + config["Model_Type"] + " Type"
)
else:
flt_label = config["Model_Name"]
flt_color = np.random.uniform(0.1, 1.0, 3)
ax.semilogy(
model.magnitudes,
cumulative,
"-",
label=flt_label,
color=flt_color,
linewidth=2.0,
)
ax.semilogy(
model.magnitudes,
model.recurrence.occur_rates,
"--",
color=flt_color,
linewidth=2.0,
)
ax.set_xlabel("Magnitude")
ax.set_ylabel("Annual Rate")
ax.legend(bbox_to_anchor=(1.1, 1.0))
_save_image(fig, filename, filetype, dpi)
