{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "#### 计算复杂介质中的走时场 及 多条射线追踪" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "import pyfmm\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy import interpolate\n", "from scipy.ndimage import gaussian_filter" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Velocity/km')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xarr = np.arange(0, 100, 0.08)\n", "yarr = np.array([0.0]) # 二维情况\n", "zarr = np.arange(0, 50, 0.05)\n", "\n", "# 慢度场\n", "slw = np.ones((len(xarr), len(yarr), len(zarr)), dtype='f')\n", "\n", "# 设定任意一维梯度背景速度,两列分别为深度和速度\n", "vel1d = np.array([\n", " [0.0, 3.0],\n", " [8.0, 5.0],\n", " [15.0, 7.0],\n", " [30.0, 8.0],\n", " [50.0, 8.3],\n", "])\n", "\n", "# 插值1d分层速度\n", "# _idxs = np.searchsorted(vel1d[:,0], zarr)\n", "# vels = vel1d[_idxs, 1]\n", "# OR\n", "# 插值1d梯度速度 \n", "vels = interpolate.interpn((vel1d[:,0],), vel1d[:,1], zarr)\n", "\n", "# 绘制1d背景速度\n", "fig, ax = plt.subplots(1, 1, figsize=(2, 5))\n", "ax.plot(vels, zarr)\n", "ax.yaxis.set_inverted(True)\n", "ax.set_ylabel(\"Depth/km\")\n", "ax.set_xlabel(\"Velocity/km\")" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "XX, ZZ = np.meshgrid(xarr, zarr, indexing='ij')\n", "\n", "np.random.seed(40)\n", "# 生成一个随机二维数组(类似噪声)\n", "vel = np.random.rand(len(xarr), len(zarr))*2-1\n", "\n", "# 使用高斯滤波平滑处理,sigma值越大,图像越平滑\n", "slw[...] = 1.0/(gaussian_filter(vel, sigma=50)*200 + vels[None,:])[:,None,:]" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# 慢度分布\n", "fig, ax = plt.subplots(1, 1)\n", "pcm = ax.pcolormesh(xarr, zarr, slw[:,0,:].T)\n", "ax.set_aspect('equal')\n", "ax.yaxis.set_inverted(True)\n", "fig.colorbar(pcm, shrink=0.5)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "srcloc = [0.0, 0.0, 0.0]\n", "\n", "# FMM解\n", "TT = pyfmm.travel_time_source(\n", " srcloc,\n", " xarr, yarr, zarr, slw)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1)\n", "cs = ax.contour(xarr, zarr, TT[:, 0, :].T, levels=30, linewidths=0.5)\n", "ax.clabel(cs)\n", "\n", "# 水平方向\n", "for x in np.arange(5, 100, 5):\n", " # 射线追踪\n", " rcvloc = [x, 0, 0]\n", "\n", " travt, rays = pyfmm.raytracing(\n", " TT, srcloc, rcvloc, xarr, yarr, zarr, 0.1)\n", " ax.plot(rays[:,0], rays[:,2], c='r', lw=0.8, ls='--')\n", "\n", "# 竖直方向\n", "for z in np.arange(0, 50, 2.5):\n", " # 射线追踪\n", " rcvloc = [100, 0, z]\n", "\n", " travt, rays = pyfmm.raytracing(\n", " TT, srcloc, rcvloc, xarr, yarr, zarr, 0.1)\n", " ax.plot(rays[:,0], rays[:,2], c='b', lw=0.8, ls='--')\n", "\n", "ax.set_aspect('equal')\n", "ax.set_xlim(0, 100)\n", "ax.set_ylim(0, 50)\n", "ax.yaxis.set_inverted(True)\n" ] } ], "metadata": { "kernelspec": { "display_name": "py310", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 2 }