Dynamic Time Warping Proximity Analysis (DTW-PA)
Authors/Creators
Description
MANUSCRIPT SUPPLEMENTARY MATERIAL
Table of contents (English)
SUPPLEMENTARY RESULTS
The files provided include the results of the FWI numerical simulations presented in Table 2 of the manuscript. Due to Zenodo's size limitations, some files could not be uploaded, as:
- Seismograms from the
l_bfgs_b_...folders. - DTW best path results from the
l_bfgs_b_...,initial_proximity_eval, andproximity_eval...folders.
The l_bfgs_b_... folders contain data for each multiscale step. The folder name indicates the low-pass frequency filter (FF) applied at each step and the intermediate step (IS) (e.g., l_bfgs_b_FF-10.0Hz_IS-1).
The initial_proximity_eval folders contain files from the Dynamic Time Warping Proximity Analysis (DTW-PA) conducted prior to the first multiscale step using a 5 Hz low-pass filter. These files assess the initial model's proximity to the target data.
The proximity_eval... folders contain DTW-PA results used to evaluate the low-pass frequency filters for subsequent multiscale steps. Each folder name specifies the filter tested (e.g., proximity_eval-10.0Hz).
CODE
Each simulation folder contains a code subfolder, which includes the scripts and code used to run the numerical simulations. The following files are included in each folder:
- A
.pyscript for running the FWI numerical simulation. ..._pa_plt.pyto generate DTW-PA figures...._plt.pyto produce additional figures.- A
.npyvelocity model, when needed. - The
requirements.txt.
Additionally, .slurm files are provided, as the simulations were executed on a cluster using the SLURM job scheduler. These files are supplied AS-IS and must be adjusted to fit your specific computational environment.
Technical info (English)
SOFTWARE INSTALLATION
- Ensure Python 3.8 is installed and set as your default Python3 version.
- Install
virtualenvif it is not already installed. - Execute the following commands:
python3 -m venv my_venvsource my_venv/bin/activatepython -m pip install --upgrade pippip install -r requirements.txt
requirements.txt file.Notes (English)
Files
bp_salt_model.zip
Additional details
Software
- Repository URL
- https://github.com/eikmeier-cn/dtw-pa-isa
- Programming language
- Python