{ "cells": [ { "cell_type": "markdown", "id": "d3004a6d-c5e6-4d34-b61b-883116444d70", "metadata": {}, "source": [ "# Compute correlations and integral lengthscale\n", "\n", "## Definition\n", "\n", "The two point correlation $R_{ij}$ is defined as\n", "$$ R_{ij}({\\mathbf x},\\boldsymbol{\\xi}) = \n", "\\frac{\\langle {u'_i(\\mathbf{x}, t) u'_j(\\mathbf{x}+\\boldsymbol{\\xi},t)} \\rangle}\n", "{ \\sqrt{\\langle u'^2_i \\rangle} \\sqrt{\\langle u'^2_j \\rangle}} $$\n", "\n", "The fluctuations\n", "$$ u'_i(\\mathbf{x},t) = u_i(\\mathbf{x},t) - \\langle u_i(\\mathbf{x},t) \\rangle $$\n", "\n", "The lengthscale is calculated as\n", "$$ L = \\int_0^\\infty R_{ij}(\\xi)\\: {\\textrm d}\\xi $$\n", "\n", "See https://spiral.imperial.ac.uk/bitstream/10044/1/41599/4/Airflow_v16a_Revised25_final_deposit.pdf as a reference" ] }, { "cell_type": "code", "execution_count": 27, "id": "6d8f4fd0-c033-43d4-ac04-656a1677a9fe", "metadata": {}, "outputs": [], "source": [ "# Add any possible locations of amr-wind-frontend here\n", "amrwindfedirs = ['/projects/wind_uq/lcheung/amrwind-frontend/',\n", " '/ccs/proj/cfd162/lcheung/amrwind-frontend/']\n", "import sys, os, shutil\n", "for x in amrwindfedirs: sys.path.insert(1, x)\n", "for x in amrwindfedirs: sys.path.insert(1, x+'/utilities') \n", "\n", "import postproamrwindsample_xarray as ppsamplexr\n", "import correlate as corr\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 28, "id": "a7f3dd28-8efc-430f-8190-af07930ad1ff", "metadata": {}, "outputs": [], "source": [ "amrdir = '/lustre/orion/proj-shared/cfd162/prakash/neutral_spectra_postprocessing/'\n", "ncfile = 'XYdomain_090_240000.nc' # netcdf filename" ] }, { "cell_type": "code", "execution_count": 29, "id": "1e5add34-98f2-478d-abd1-8c3b0a27f11b", "metadata": {}, "outputs": [], "source": [ "timerange=[120000.0, 125000] #[25000, 25300] # Average between these times\n", "iplane=0\n", "group='Farm_XYdomain090'" ] }, { "cell_type": "code", "execution_count": 30, "id": "028dbf0a-c192-4e2a-b0a4-0e36fe29458e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/lustre/orion/proj-shared/cfd162/prakash/neutral_spectra_postprocessing//XYdomain_090_240000.nc 10001\n", "[============================================================] 100.0% \n", "Ncount = 10001\n", "\n" ] } ], "source": [ "avgdat, headers = corr.avgNCplaneXR(amrdir+'/'+ncfile, timerange, group, iplane, verbose=True)" ] }, { "cell_type": "code", "execution_count": 31, "id": "eee652cd-510f-4ea7-b1c8-60f423e4708d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(513, 513, 1, [6, 7, 8])" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "corr.getsizesindices(avgdat, headers)" ] }, { "cell_type": "code", "execution_count": 32, "id": "1ec5abb8-211b-4533-920b-f4c7e158e6c5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WS = [4.193443334621806, 1.3057661840144714, 5.866630775689277e-07]\n", "Wdir = 252.70430911957942\n" ] } ], "source": [ "iplane2=0\n", "ij = [0,0]\n", "ws, winddir = corr.getavgwind(avgdat, headers, iplane2)\n", "print('WS = '+repr(ws))\n", "print('Wdir = '+repr(winddir))" ] }, { "cell_type": "code", "execution_count": 33, "id": "1c2436cd-4dc1-490c-b2a9-671278a1a9e0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Len(plist)=100\n" ] } ], "source": [ "# Create the probe list for LONGITUDINAL\n", "# Set parameters\n", "winddir= 270\n", "if (winddir>270): s=-1\n", "else: s=+1\n", "ds = 10\n", "startx = np.arange(100,200,ds)\n", "starty = np.arange(100,200,ds)[::s]\n", "probelength = 1000 # Probe length should be a few hundred meters\n", "startp = []\n", "yoffset=0\n", "[[startp.append([x,y+yoffset*iy,iplane2]) for x in startx] for iy, y in enumerate(starty)]\n", "\n", "plistLONG = corr.makeprobeline(startp, winddir, probelength, avgdat)\n", "\n", "Nlong = len(plistLONG)\n", "print(\"Len(plist)=%i\"%Nlong)" ] }, { "cell_type": "code", "execution_count": 36, "id": "06de0179-a26f-416e-88fb-599fe3233e54", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Len(plist)=100\n" ] } ], "source": [ "# Create the probe list for LATERAL\n", "# Set parameters\n", "winddir= 180\n", "if (winddir>270): s=-1\n", "else: s=+1\n", "#ds = 10\n", "#startx = np.arange(200,300,ds)\n", "#starty = np.arange(100,200,ds)[::s]\n", "#probelength = 4000 # Probe length should may be 0.5*domain length\n", "startp = []\n", "yoffset=0\n", "[[startp.append([x,y+yoffset*iy,iplane2]) for x in startx] for iy, y in enumerate(starty)]\n", "\n", "plistLAT = corr.makeprobeline(startp, winddir, probelength, avgdat)\n", "\n", "Nlat = len(plistLAT)\n", "print(\"Len(plist)=%i\"%Nlat)" ] }, { "cell_type": "code", "execution_count": 37, "id": "4f0ee2f1-b948-4fef-a495-3758e24acebd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plotprobept = True\n", "# Plot the probe points\n", "if plotprobept:\n", " #avgdat, headers = corr.loadavg(ncfilename, loadfromplanes, avgsavefile, verbose=True)\n", " # LONG\n", " plt.figure(figsize=(10,4), dpi=125)\n", " #plt.rc('font', size=14)\n", " corr.plotprobes(plistLONG, avgdat, headers, verbose=False, skip=3)\n", " plt.title('Longitudinal')\n", " plt.axis('equal')\n", " # LAT\n", " plt.figure(figsize=(10,4), dpi=125)\n", " #plt.rc('font', size=14)\n", " corr.plotprobes(plistLAT, avgdat, headers, verbose=False, skip=3)\n", " plt.title('Lateral')\n", " plt.axis('equal')" ] }, { "cell_type": "code", "execution_count": 38, "id": "7b4eb456-f494-4d54-bcaa-fb9b8018aad9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[============================================================] 100.0% \r" ] } ], "source": [ "plist = plistLONG + plistLAT\n", "allf, allRij = corr.makeRij(ij, plist, [], True, None, iplane, group,\n", " avgdat = avgdat, headers=headers, timerange=timerange, ncfilename=amrdir+'/'+ncfile, verbose=True, skip=10)" ] }, { "cell_type": "code", "execution_count": 39, "id": "6ede29a8-81ba-4f5c-8ee2-78631731ca75", "metadata": {}, "outputs": [], "source": [ "# Split it back into LONG/LAT\n", "avgRijLong = np.mean(allRij[:Nlong], axis=0)\n", "avgRijLat = np.mean(allRij[Nlong:], axis=0)" ] }, { "cell_type": "code", "execution_count": null, "id": "cca5507c-9942-46ec-a645-4d5c58732d2a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot the LONG Rij\n", "plt.figure(figsize=(8,6), dpi=125)\n", "#plt.rc('font', size=14)\n", "\n", "\n", "for ir, Rij in enumerate(allRij[:Nlong]):\n", " plt.plot(allf[Nlong], Rij, 'gray', lw=0.25)\n", "# Average\n", "fsize=18\n", "plt.plot(allf[Nlong], avgRijLong, 'b', lw=2)\n", "plt.ylim([-0.1, 1])\n", "plt.xlim([0, probelength])\n", "plt.grid()\n", "plt.xlabel(r'$\\xi$ [m]',fontsize=fsize)\n", "plt.title(\"Longitudinal Integral Length Scale\",fontsize=fsize)\n", "plt.ylabel(r'$R_{ij}(x,\\xi)$',fontsize=fsize)\n", "plt.tick_params(axis='both', which='major', labelsize=fsize) # Major ticks\n", "plt.tick_params(axis='both', which='minor', labelsize=fsize) # Minor ticks (if any)\n", "plt.savefig('./figures/ABL_integral_lengthscale_long.png')" ] }, { "cell_type": "code", "execution_count": null, "id": "1af7bb27-8ed9-41b6-a615-7dfc5e466e85", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot the LAT Rij\n", "plt.figure(figsize=(8,6), dpi=125)\n", "#plt.rc('font', size=14)\n", "fsize = 18\n", "\n", "for ir, Rij in enumerate(allRij[Nlong:]):\n", " plt.plot(allf[Nlong], Rij, 'gray', lw=0.25)\n", "# Average\n", "plt.plot(allf[Nlong], avgRijLat, 'b', lw=2)\n", "plt.ylim([-0.1, 1])\n", "plt.xlim([0, probelength])\n", "plt.grid()\n", "plt.xlabel(r'$\\xi$ [m]',fontsize=fsize)\n", "plt.title(\"Latitudinal Integral Length Scale\",fontsize=fsize)\n", "plt.ylabel(r'$R_{ij}(x,\\xi)$',fontsize=fsize)\n", "plt.tick_params(axis='both', which='major', labelsize=fsize) # Major ticks\n", "plt.tick_params(axis='both', which='minor', labelsize=fsize) # Minor ticks (if any)\n", "plt.savefig('./figures/ABL_integral_lengthscale_lat.png')\n" ] }, { "cell_type": "code", "execution_count": 47, "id": "78601f61-5f73-48bb-ac7e-a8b561b6b8af", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LONG lengthscale = 154.937507\n", "LAT lengthscale = 34.032904\n" ] } ], "source": [ "# Calculate lengthscale\n", "lengthscale = corr.calclengthscale(allf[0], avgRijLong-0.0,max=1000)\n", "print('LONG lengthscale = %f'%lengthscale)\n", "lengthscale = corr.calclengthscale(allf[Nlong], avgRijLat)\n", "print('LAT lengthscale = %f'%lengthscale)" ] }, { "cell_type": "code", "execution_count": null, "id": "31cfa340-23df-4032-87b6-d09bb90e997c", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 5 }