{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Relationship between time difference and depth in 1D velocity model." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{note}\n", "This notebook can be downloaded as **{nb-download}`ps-depth.ipynb`**\n", "```\n", "\n", "Converting Ps time difference to depth is an useful method to estimate the depth of subsurface discontinuities corresponding to RF pulses. As the formula between Ps time difference $T_{Ps}$ and depth (equivalent to radius $R(i)$ in spherical coordinates) under a layered model, $V_P$ and $V_S$ influence the relationship. \n", "\n", "$$T_{Ps}(n) = \\sum_{i=1}^n\\left(\\sqrt{\\left(\\frac{R(i)}{V_S(i)}\\right)^2-p_{Ps}^2}-\\sqrt{\\left(\\frac{R(i)}{V_P(i)}\\right)^2-p^2}\\right)\\frac{{\\Delta}r}{R(i)}$$\n", "\n", "In relevant studies, different velocity models are used to estimate the effects of velocity anormalies on depth of discontinuities." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Define a velocity model\n", "The velocity model should be prepared in a txt file with 3 columns (i.e., depth or thickness, Vp and Vs). Both depth or thickness are accepted for Seispy. \n", "- Using thickness of layers are popular in other toolbox, such as the [CPS](https://www.eas.slu.edu/eqc/eqccps.html), [Raysum](https://home.cc.umanitoba.ca/~frederik/Software/) and [Hk](https://www.eas.slu.edu/People/LZhu/home.html).\n", "- The depth is defined in reference models and in the [Taup toolkit](https://www.seis.sc.edu/taup/)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from seispy.core.depmodel import DepModel\n", "import matplotlib.pyplot as plt\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Customize a layered model\n", "- `h` is the thickness of layers. The last layer can be set to 0 as the half space.\n", "- `vp` and `vs` are velocities of corresponding layers." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "h = np.array([20, 15, 175, 200, 250, 0])\n", "vp = np.array([5800, 6500, 8175, 8665, 9864, 10923])/1000\n", "vs = np.array([3460, 3850, 4500, 4783, 5398, 6089])/1000\n", "dep_range = np.arange(800)\n", "depmod_layer = DepModel.read_layer_model(dep_range, h, vp, vs)\n", "depmod_layer.plot_model(show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Use built-in reference model\n", "Seispy has imported some reference models. `ak135` and `iasp91` are available for argument `velmod`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "depmod_ak135 = DepModel(dep_range, velmod='ak135')\n", "depmod_ak135.plot_model(show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate time difference\n", "The `DepModel` involve method for time difference calculation of conversion and multiple phases. Here, assuming the ray-parameter as 0.06 s/km, we calculate time differences with `dep_range` set before." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{note}\n", "The ray-parameters of P and Ps can be different. In following case, the ray-parameter of Ps is approximated as that of direct P wave.\n", "```" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(,\n", " (,\n", " ,\n", " ,\n", " ))" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from seispy.geo import skm2srad\n", "rayp = skm2srad(0.06)\n", "t1 = depmod_ak135.tpds(rayp, rayp) # Ps\n", "tm1 = depmod_ak135.tpppds(rayp, rayp) # PpPs\n", "tm2 = depmod_ak135.tpspds(rayp, rayp) # PsPs+PpSs\n", "\n", "plt.plot(t1, depmod_ak135.depths, label='Ps')\n", "plt.plot(tm1, depmod_ak135.depths, label='PpPs')\n", "plt.plot(tm2, depmod_ak135.depths, label='PsPs+PpSs')\n", "plt.legend()\n", "plt.gca().invert_yaxis()\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('Depth (km)')\n", "\n", "# inset axes....\n", "axins = plt.gca().inset_axes([0, 1.1, 0.47, 0.47])\n", "axins.plot(t1, depmod_ak135.depths, label='Ps')\n", "axins.plot(tm1, depmod_ak135.depths, label='PpPs')\n", "axins.plot(tm2, depmod_ak135.depths, label='PsPs+PpSs')\n", "# sub region of the original image\n", "x1, x2, y1, y2 = 0, 30, 0, 150\n", "axins.set_xlim(x1, x2)\n", "axins.set_ylim(y1, y2)\n", "axins.invert_yaxis()\n", "plt.gca().indicate_inset_zoom(axins, edgecolor=\"black\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Following case show relationship between time difference and depth with ray-parameter from 0.04 to 0.08 s/km." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/xumijian/opt/miniconda3_arm/lib/python3.9/site-packages/seispy/core/depmodel.py:270: RuntimeWarning: invalid value encountered in sqrt\n", " np.sqrt((radius / self.vp) ** 2 - raypp ** 2)) *\n" ] }, { "data": { "text/plain": [ "Text(0, 0.5, 'Depth (km)')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rayp_list = np.arange(0.04, 0.09, 0.01)\n", "tps = np.zeros([rayp_list.size, depmod_ak135.depths.size])\n", "for i, raypps in enumerate(rayp_list):\n", " tps[i] = depmod_ak135.tpds(skm2srad(raypps), skm2srad(raypps)) \n", " plt.plot(tps[i], depmod_ak135.depths, label='{:.2f}'.format(raypps))\n", "plt.legend(title='Ray-parameter (s/km)')\n", "plt.gca().invert_yaxis()\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('Depth (km)')\n", "\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.9.13 ('base')", "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": "3.9.15" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "b72718f5f70d5795c626d3879ce58d039cca106f4d67559340d31db6958b967a" } } }, "nbformat": 4, "nbformat_minor": 2 }