{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Impact crater probability\n", "\n", "After Stewart (1999). See also article on [SubSurfWiki](http://www.subsurfwiki.org/wiki/Impact_crater).\n", "\n", "### Cratering rate\n", "\n", "From Hughes (1998), for the Phanerozoic:\n", "\n", "$$ \\log{n} = -(11.67 \\pm 0.21) - (2.01 \\pm 0.13) \\log{d} $$\n", "\n", "where $n$ is the number of craters larger than diameter $d$ km produced on the Earth's surface per $\\mathrm{km}^2$ per year (where 1 < $d$ < 500). \n", "\n", "In an interval of $t$ years, we expect:\n", "\n", "$$ \\lambda = tn $$\n", "\n", "craters per $\\mathrm{km}^2$.\n", "\n", "The probability of $r$ impact structures of a given size or greater, within an area of interest $A$ $\\mathrm{km}^2$ is therefore (Davis, 1986, expression 5.11):\n", "\n", "$$ P(r) = \\exp(-\\lambda A) \\frac{(\\lambda A)^r}{r!} $$\n", "\n", "### References\n", "\n", "Davis, JC (1986). *Statistics and data analysis in geology*, 2nd ed. John Wiley & Sons, New York.\n", "\n", "Hughes, DW (1998). The mass distribution of the crater-producing bodies. In: Grady, MM, Hutchison, R, McCall, GJH & Rothery, DA (eds), *Meteorites: Flux with time and impact effects.* Geological Society, London, *Special Publications* **140**, 31–42.\n", "\n", "Stewart, SA (1999). Seismic interpretation of circular geological structures. *Petroleum Geoscience* **5**, p 273–285.\n", "\n", "## Worked example\n", "\n", "Republic of Guinea, see [this tweet](https://twitter.com/PGSNews/status/1156945996670296064?s=09)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import Image\n", "\n", "Image(\"data/PGS_crater.png\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 2, "metadata": { "image/png": { "width": 1000 } }, "output_type": "execute_result" } ], "source": [ "Image(\"data/PGS_crater_large.png\", width=1000)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "A = 40 * 60 # Approximate size in km, estimated from image." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "t = 541_000_000 # Period of time, pulled out of nowhere." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "d = np.linspace(1, 10) # km diameter." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def flux(d):\n", " \"\"\"\n", " Compute the number of expected craters of diameter d or greater.\n", " \"\"\"\n", " return 10**(-11.67 - 2.01*np.log(d))" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "\n", "n = flux(d)\n", "\n", "d_ = 7.5\n", "\n", "plt.plot(d, n)\n", "\n", "plt.yscale('log')\n", "plt.xlabel(\"Diameter, km\")\n", "plt.ylabel(\"Number per sq km per year\")\n", "plt.axvline(d_, c='r')\n", "plt.text(d_*1.03, 2e-12, f\"d = {d_}\", color='r')\n", "plt.grid(color='k', alpha=0.1)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Over a given time" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "lamda = t * n\n", "\n", "plt.plot(d, lamda)\n", "\n", "plt.yscale('log')\n", "plt.xlabel(\"Diameter, km\")\n", "plt.ylabel(f\"Number per sq km in time {t} a\")\n", "plt.axvline(d_, c='r')\n", "plt.text(d_*1.03, 1e-3, f\"d = {d_}\", color='r')\n", "plt.grid(color='k', alpha=0.1)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### In a given area" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def probability(lamda, A=1, r=1):\n", " return np.exp(-1 * lamda * A) * (lamda * A) / np.math.factorial(r)\n", "\n", "P1 = probability(lamda, A, r=1)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 5))\n", "\n", "plt.plot(d, P1)\n", "\n", "plt.yscale('log')\n", "plt.xlabel(\"Diameter, km\")\n", "plt.ylabel(f\"Probability of at least 1\")\n", "plt.axvline(d_, c='r')\n", "plt.text(d_*1.03, 0.3, f\"d = {d_}\", color='r')\n", "plt.grid(color='k', alpha=0.175)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Specifically for a diameter of 7.5 km or greater..." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.0002473694011963903" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "d = 7.5\n", "n = flux(d)\n", "lamda = t * n\n", "\n", "P = probability(lamda, A, r=1)\n", "P" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Probability of a crater 7.5 km or greater: 0.025%\n" ] } ], "source": [ "print(f\"Probability of a crater {d} km or greater: {100*P:.3f}%\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.8" } }, "nbformat": 4, "nbformat_minor": 2 }