{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Estimate cascade rates from structure functions\n", "\n", "This example will demonstrate how to estimate cascade rates from two different velocity-based structure functions. Cascade rate estimations depend on the physical constraints of the turbulent system and this example specifically applies to 2D quasi-geostrophic fluid dynamics. \n", "\n", "**General procedure:**\n", "\n", "1. Set up plot environment & load/format the data\n", "2. Calculate structure functions for all snapshots of the simulation\n", "3. Bootstrap to generate a mean\n", "4. Estimate cascade rates\n", "5. Plot cascade rates as a function of length scale" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "\n", "import h5py\n", "import matplotlib_inline.backend_inline\n", "import seaborn as sns\n", "\n", "warnings.filterwarnings(\"ignore\") # Ignore warnings for the purpose of this tutorial\n", "\n", "sns.set_style(style=\"white\")\n", "sns.set_context(\"talk\")\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"png\", dpi=200)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Initialize the data\n", "We will use `h5py` to load a `.jld2` file, the output from [GeophysicalFlows.jl](https://fourierflows.github.io/GeophysicalFlowsDocumentation/stable/), a numerical ocean simulator written in Julia. The data consists of 2D (horizontal) fields simulated over a periodic domain. There are multiple snapshots of this data, corresponding to different times. We will select the last snapshot to analyze." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "f = h5py.File(\"example_data/2layer_128.jld2\", \"r\")\n", "grid = f[\"grid\"]\n", "snapshots = f[\"snapshots\"]\n", "\n", "# Initialize the grid of x and y coordinates\n", "x = grid[\"x\"][()]\n", "y = grid[\"y\"][()]\n", "\n", "# Grab u and v for all snapshots and layers (we will just use the top layer)\n", "u = snapshots['u']\n", "v = snapshots['v']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make a couple of quick plots of the top layer at the last timestep to see the velocity fields." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, (ax1, ax2) = plt.subplots(1,2, sharex=True, sharey=True, figsize=(12,5))\n", "p1 = ax1.pcolormesh(x,y,u['20050'][0], cmap='RdBu',vmin=-5,vmax=5)\n", "p2 = ax2.pcolormesh(x,y,v['20050'][0], cmap='RdBu',vmin=-5,vmax=5)\n", "fig.colorbar(p1,label='u-velocity')\n", "fig.colorbar(p2, label='v-velocity')\n", "ax1.set_xlabel('x')\n", "ax2.set_xlabel('x')\n", "ax1.set_ylabel('y')\n", "ax2.set_ylabel('y')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate structure functions for all snapshots\n", "\n", "Here we will calculate the advective velocity structure function and the third order longitudinal velocity structure function. We will calculate each structure function in the x-direction and the y-direction for a total of four unique structure functions." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import fluidsf\n", "\n", "sfs_list = [\n", " fluidsf.generate_structure_functions_2d(\n", " u[d][0],\n", " v[d][0],\n", " x,\n", " y,\n", " sf_type=[\"ASF_V\", \"LLL\"],\n", " boundary=\"periodic-all\",\n", " )\n", " for d in u.keys()\n", "]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bootstrap structure functions\n", "\n", "We are using [scipy's bootstrapping method](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.bootstrap.html) here, though other methods of estimating error and variability are possible. We will use a confidence level of 90%. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from scipy.stats import bootstrap\n", "\n", "# Reformat single sfs_list for ease of boostrapping\n", "sf_ASF_x = []\n", "sf_ASF_y = []\n", "sf_LLL_x = []\n", "sf_LLL_y = []\n", "\n", "for sf in sfs_list:\n", " sf_ASF_x.append(sf[\"SF_advection_velocity_x\"])\n", " sf_ASF_y.append(sf[\"SF_advection_velocity_y\"])\n", " sf_LLL_x.append(sf[\"SF_LLL_x\"])\n", " sf_LLL_y.append(sf[\"SF_LLL_y\"])\n", "\n", "# Bootstrap the structure functions with 90% confidence levels\n", "boot_ASF_x = bootstrap((sf_ASF_x,), np.mean, confidence_level=0.5, axis=0)\n", "boot_ASF_y = bootstrap((sf_ASF_y,), np.mean, confidence_level=0.5, axis=0)\n", "boot_LLL_x = bootstrap((sf_LLL_x,), np.mean, confidence_level=0.5, axis=0)\n", "boot_LLL_y = bootstrap((sf_LLL_y,), np.mean, confidence_level=0.5, axis=0)\n", "\n", "# Generate the confidence intervals for structure functions, still at 90%\n", "boot_ASF_x_conf = boot_ASF_x.confidence_interval\n", "boot_ASF_y_conf = boot_ASF_y.confidence_interval\n", "boot_LLL_x_conf = boot_LLL_x.confidence_interval\n", "boot_LLL_y_conf = boot_LLL_y.confidence_interval\n", "\n", "# Compute the mean -- this can also be accomplished with a Python mean function \n", "# and will return the same result\n", "boot_ASF_x_mean = boot_ASF_x.bootstrap_distribution.mean(axis=1)\n", "boot_ASF_y_mean = boot_ASF_y.bootstrap_distribution.mean(axis=1)\n", "boot_LLL_x_mean = boot_LLL_x.bootstrap_distribution.mean(axis=1)\n", "boot_LLL_y_mean = boot_LLL_y.bootstrap_distribution.mean(axis=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Estimate cascade rates\n", "\n", "Different types of structure functions have different relationships to properties of turbulent flow, including cascade rates (inter-scale fluxes). Both velocity structure functions we have calculated can be related to the inverse energy cascade present in 2D turbulent systems. For more details about structure functions and their relevance to fluid properties, see the section [What are structure functions?](https://cassidymwagner.github.io/fluidsf/sfs.html)\n", "\n", "The advective velocity structure function (`SF_advection_velocity` or $ASF_v$) and the third order longitudinal velocity structure function (`SF_LLL` or $SF_v^3$) have the following relationships with the inverse energy cascade rate in a 2D quasi-geostrophic system:\n", "\n", "$\\epsilon = -2 SF^3_v /3\\mathbf{r}$\n", "\n", "$\\epsilon = - ASF_v /2$\n", "\n", "where $\\mathbf{r}$ is an array of separation differences (`x-diffs` or `y-diffs` in this case).\n", "\n", "Now we can estimate the cascade rates using both structure functions." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "epsilon_LLL_x_mean = - 2 * boot_LLL_x_mean / (3 * sfs_list[0]['x-diffs'])\n", "epsilon_LLL_y_mean = - 2 * boot_LLL_y_mean / (3 * sfs_list[0]['y-diffs'])\n", "epsilon_ASF_x_mean = - boot_ASF_x_mean / 2\n", "epsilon_ASF_y_mean = - boot_ASF_y_mean / 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot cascade rates and compare\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2, figsize=(10,5), sharey=True)\n", "\n", "ax2.semilogx(\n", " sfs_list[0][\"x-diffs\"], epsilon_LLL_x_mean, label=r\"LLL$_x$\", color=\"tab:blue\"\n", ")\n", "ax2.semilogx(\n", " sfs_list[0][\"y-diffs\"],\n", " epsilon_LLL_y_mean,\n", " label=r\"LLL$_y$\",\n", " color=\"tab:red\",\n", " linestyle=\"dashed\",\n", ")\n", "ax1.semilogx(\n", " sfs_list[0][\"x-diffs\"], epsilon_ASF_x_mean, label=r\"x-dir\", color=\"tab:blue\"\n", ")\n", "ax1.semilogx(\n", " sfs_list[0][\"y-diffs\"],\n", " epsilon_ASF_y_mean,\n", " label=r\"y-dir\",\n", " color=\"tab:red\",\n", " linestyle=\"dashed\",\n", ")\n", "\n", "# Shade in the confidence regions\n", "ax1.fill_between(\n", " sfs_list[0][\"x-diffs\"],\n", " -boot_ASF_x_conf[0] / 2,\n", " -boot_ASF_x_conf[1] / 2,\n", " color=\"tab:blue\",\n", " alpha=0.3,\n", " edgecolor=None,\n", ")\n", "ax1.fill_between(\n", " sfs_list[0][\"y-diffs\"],\n", " -boot_ASF_y_conf[0] / 2,\n", " -boot_ASF_x_conf[1] / 2,\n", " color=\"tab:red\",\n", " alpha=0.3,\n", " edgecolor=None,\n", ")\n", "ax2.fill_between(\n", " sfs_list[0][\"x-diffs\"],\n", " -2 * boot_LLL_x_conf[0] / (3 * sfs_list[0][\"x-diffs\"]),\n", " -2 * boot_LLL_x_conf[1] / (3 * sfs_list[0][\"x-diffs\"]),\n", " color=\"tab:blue\",\n", " alpha=0.3,\n", " edgecolor=None,\n", ")\n", "ax2.fill_between(\n", " sfs_list[0][\"y-diffs\"],\n", " -2 * boot_LLL_y_conf[0] / (3 * sfs_list[0][\"y-diffs\"]),\n", " -2 * boot_LLL_y_conf[1] / (3 * sfs_list[0][\"y-diffs\"]),\n", " color=\"tab:red\",\n", " alpha=0.3,\n", " edgecolor=None,\n", ")\n", "\n", "ax1.set_ylabel(r\"Inverse energy cascade rate $\\epsilon$\")\n", "ax1.set_xlabel(r\"Separation distance\")\n", "ax2.set_xlabel(r\"Separation distance\")\n", "ax1.set_xlim(3e-2, 3e0)\n", "ax2.set_xlim(3e-2, 3e0)\n", "ax1.legend()\n", "ax1.hlines(0, 3e-2, 3e0, color=\"k\", lw=1, zorder=0)\n", "ax2.hlines(0, 3e-2, 3e0, color=\"k\", lw=1, zorder=0);" ] } ], "metadata": { "kernelspec": { "display_name": "py311", "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 2 }