{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Matched-Field Processing - Synthetic case" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from itertools import product\n", "import dask.array as da\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import xarray as xr\n", "import pylab as plt\n", "import torch\n", "from tqdm import tqdm\n", "from scipy.signal import ricker\n", "\n", "# specific das_ice function\n", "import das_ice.io as di_io\n", "import das_ice.signal.filter as di_filter\n", "import das_ice.processes as di_p\n", "import das_ice.plot as di_plt\n", "import das_ice.mfp as di_mfp\n", "\n", "# classic librairy\n", "import torch\n", "import xarray as xr\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib.colors import LogNorm\n", "from tqdm import trange\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'http://127.0.0.1:8787/status'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from dask.distributed import Client,LocalCluster\n", "\n", "cluster = LocalCluster(n_workers=8)\n", "client = Client(cluster)\n", "client.dashboard_link" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Defined captor position" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "nb_sensor=8\n", "random_sensor=[]\n", "for i in range(nb_sensor):\n", " random_sensor.append([np.random.randint(-70, 71),np.random.randint(-70, 71)])\n", "\n", "sensors=np.array(random_sensor)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generate signal\n", "\n", "This section shows how to genrate signal that are similar to DAS data." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nb_sources=8\n", "random_sources=[]\n", "for i in range(nb_sources):\n", " random_sources.append([np.random.randint(-70, 71),np.random.randint(-70, 71)])\n", " if i==0:\n", " dart=di_mfp.artificial_sources_freq(sensors,random_sources[-1],2500,window_length=.1,sampling_rate=25000)\n", " else:\n", " dart2=di_mfp.artificial_sources_freq(sensors,random_sources[-1],2500,window_length=.1,sampling_rate=25000)\n", " dart2['time']=dart2['time']+dart['time'][-1]+dart['time'][1]\n", " dart=xr.concat([dart,dart2],'time')\n", "\n", "plt.figure()\n", "for i in range(dart.shape[0]):\n", " dart[i,:].plot(label=i)\n", "\n", "plt.legend()\n", "plt.grid()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Performed MFP\n", "This MPF implementation if taken from the dask implementation from this [git repository](https://github.com/schipp/fast_beamforming).\n", "\n", "### 2D MFP\n", "\n", "Example of 2D MFP. In practice the function `di_mfp.MFP_2D`should not be used because it is slow. You should used `di_mfp.MFP_2D_series`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/chauvet/miniforge3/envs/das_ice/lib/python3.11/site-packages/distributed/client.py:3362: UserWarning: Sending large graph of size 469.94 MiB.\n", "This may cause some slowdown.\n", "Consider loading the data with Dask directly\n", " or using futures or delayed objects to embed the data into the graph without repetition.\n", "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n", " warnings.warn(\n" ] } ], "source": [ "MFP=di_mfp.MFP_2D_series(dart,0.1,sensors,xrange=[-100,100],dx=.25,zrange=[-100,100],dz=.25,freqrange=[30,60],vrange=[2400,2600],dv=100)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(2, 4, sharex=True, sharey=True, figsize=(15, 8))\n", "for i, ax in enumerate(axes.flat):\n", " sources_find=MFP[...,i].where(MFP[...,i] == MFP[...,i].max(), drop=True).coords\n", " \n", " MFP[...,1,i].plot(cmap='seismic',vmin=-1,vmax=1,ax=ax)\n", " ax.scatter(sensors[:,0],sensors[:,1],label='sensors')\n", " ax.scatter(random_sources[i][0],random_sources[i][1],s=100,label='sources')\n", " ax.scatter(sources_find['x'][0],sources_find['z'],marker='^',label='best beam')\n", " ax.set_title('')\n" ] } ], "metadata": { "kernelspec": { "display_name": "das_ice", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 2 }