{ "cells": [ { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000001", "metadata": {}, "source": [ "# LES Intercomparison Study for CBL: SGS Model Coefficients" ] }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000002", "metadata": {}, "source": [ "*Last updated: May 2026*\n" ] }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000003", "metadata": {}, "source": [ "For case setup and physical parameters, see the [Description](CBL_N91_Description.ipynb) notebook.\n", "\n", "Vertical profiles of the SGS coefficients \u2014 Smagorinsky coefficient $C_s$, SGS Prandtl number $\\mathrm{Pr}_{SGS}$, and scale-dependence parameters $\\beta_1$ (momentum) and $\\beta_2$ (scalar) \u2014 are compared across the four grid resolutions ($64^3$, $128^3$, $256^3$, $384^3$) for a user-selected SGS model." ] }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000004", "metadata": {}, "source": [ "## Setup\n", "\n", "The next cells load Python packages, locate the simulation outputs, and define the grid and averaging window used throughout the notebook." ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000005", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:18.996157Z", "start_time": "2026-06-10T12:08:18.983703Z" } }, "source": [ "import os\n", "import re\n", "import glob\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from pathlib import Path" ], "outputs": [], "execution_count": 56 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000006", "metadata": {}, "source": [ "### Output directories" ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000007", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.012211Z", "start_time": "2026-06-10T12:08:19.001276Z" } }, "source": [ "from pathlib import Path\n", "\n", "# Base directory (jaxalfa/)\n", "def find_repo_root(start=None):\n", " path = Path(start or ('__file__' in globals() and __file__) or Path.cwd()).resolve()\n", " for candidate in (path, *path.parents):\n", " if (candidate / 'examples').is_dir() and (candidate / 'docs').is_dir():\n", " return candidate\n", " raise FileNotFoundError('Could not locate jaxalfa repository root')\n", "\n", "BaseDir = find_repo_root()\n", "\n", "def read_config(run_dir):\n", " cfg = {}\n", " exec((run_dir / 'Config.py').read_text(), cfg)\n", " return cfg\n", "\n", "\n", "optSGS = 1 # LASDD-SM: 1, LASDD-WL: 2, LAD-SM: 3, LAD-WL: 4\n", "\n", "sgs_names = {1: 'LASDD-SM', 2: 'LASDD-WL', 3: 'LAD-SM', 4: 'LAD-WL'}\n", "\n", "run_styles = {\n", " '64x64x64': {'color': 'red', 'linestyle': '-'},\n", " '128x128x128': {'color': 'blue', 'linestyle': '-'},\n", " '256x256x256': {'color': 'green', 'linestyle': '-'},\n", " '384x384x384 (SP)': {'color': 'black', 'linestyle': '-'},\n", "}\n", "\n", "_sgs = {1: 'LASDD_SM', 2: 'LASDD_WL', 3: 'LAD_SM', 4: 'LAD_WL'}\n", "OutputDir1 = BaseDir / f'examples/CBL_N91/runs/64x64x64_{_sgs[optSGS]}_DP/output'\n", "OutputDir2 = BaseDir / f'examples/CBL_N91/runs/128x128x128_{_sgs[optSGS]}_DP/output'\n", "OutputDir3 = BaseDir / f'examples/CBL_N91/runs/256x256x256_{_sgs[optSGS]}_DP/output'\n", "OutputDir4 = BaseDir / f'examples/CBL_N91/runs/384x384x384_{_sgs[optSGS]}_SP/output'" ], "outputs": [], "execution_count": 57 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000008", "metadata": {}, "source": [ "### Case configuration" ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000009", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.034702Z", "start_time": "2026-06-10T12:08:19.022002Z" } }, "source": [ "cfg_1 = read_config(OutputDir1.parent)\n", "cfg_2 = read_config(OutputDir2.parent)\n", "cfg_3 = read_config(OutputDir3.parent)\n", "cfg_4 = read_config(OutputDir4.parent)\n", "\n", "nz_1 = int(cfg_1['nz'])\n", "nz_2 = int(cfg_2['nz'])\n", "nz_3 = int(cfg_3['nz'])\n", "nz_4 = int(cfg_4['nz'])\n", "\n", "l_z = float(cfg_1['l_z'])\n", "z_damping = float(cfg_1.get('z_damping', np.nan))\n", "OutputInterval_sec = float(cfg_1.get('OutputInterval_sec', 60.0))\n", "\n", "# Averaging window \u2014 CBL quasi-steady state (hours 3.0-3.5)\n", "T_start = 3.0 * 3600 # s\n", "T_end = 3.5 * 3600 # s" ], "outputs": [], "execution_count": 58 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000010", "metadata": {}, "source": [ "### Derived grid and averaging indices" ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000011", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.048229Z", "start_time": "2026-06-10T12:08:19.035374Z" } }, "source": [ "# Half levels \u2014 SGS coefficients live at UVP nodes\n", "z_1 = np.array([(k + 0.5) * l_z / (nz_1 - 1) for k in range(nz_1)])\n", "z_2 = np.array([(k + 0.5) * l_z / (nz_2 - 1) for k in range(nz_2)])\n", "z_3 = np.array([(k + 0.5) * l_z / (nz_3 - 1) for k in range(nz_3)])\n", "z_4 = np.array([(k + 0.5) * l_z / (nz_4 - 1) for k in range(nz_4)])\n", "\n", "# File indices for the averaging window\n", "T_start_index = int(T_start / OutputInterval_sec) - 1\n", "T_end_index = int(T_end / OutputInterval_sec) - 1\n", "\n", "print(f'Averaging window: file indices {T_start_index} \u2013 {T_end_index}')" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Averaging window: file indices 179 \u2013 209\n" ] } ], "execution_count": 59 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000012", "metadata": {}, "source": [ "### SGS coefficient loader" ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000013", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.059743Z", "start_time": "2026-06-10T12:08:19.053022Z" } }, "source": [ "def LoadSGSAverage(stat_files, T_start_index, T_end_index, nz_expected):\n", " \"\"\"Return time-averaged SGS coefficient profiles over the given window.\n", "\n", " Returns\n", " -------\n", " Cs2_1, Cs2_2 : ndarray (nz)\n", " Smagorinsky coefficient squared: (PlanarMean(Cs))^2 and PlanarMean(Cs^2).\n", " Cs2PrRatio : ndarray (nz)\n", " PlanarMean(Cs^2 / Pr_T) profile.\n", " Beta1, Beta2 : ndarray (nz)\n", " Scale-dependence parameters for momentum and scalar.\n", " \"\"\"\n", " if len(stat_files) == 0:\n", " print(f'No statistics files available; plotting NaN placeholders for nz={nz_expected}.')\n", " nan = np.full(nz_expected, np.nan)\n", " return nan, nan.copy(), nan.copy(), nan.copy(), nan.copy()\n", "\n", " sl = slice(T_start_index, min(T_end_index + 1, len(stat_files)))\n", " if sl.start >= len(stat_files):\n", " print(f'Averaging window starts after available files; plotting NaN placeholders for nz={nz_expected}.')\n", " nan = np.full(nz_expected, np.nan)\n", " return nan, nan.copy(), nan.copy(), nan.copy(), nan.copy()\n", "\n", " Cs2_1_list = []; Cs2_2_list = []; Cs2PR_list = []\n", " B1_list = []; B2_list = []\n", "\n", " for f in stat_files[sl]:\n", " with np.load(f) as d:\n", " Cs2_1_list.append(d['Cs2_1'])\n", " Cs2_2_list.append(d['Cs2_2'])\n", " Cs2PR_list.append(d['Cs2PrRatio'])\n", " B1_list.append(d['Beta1'])\n", " B2_list.append(d['Beta2'])\n", "\n", " return (\n", " np.mean(Cs2_1_list, axis=0),\n", " np.mean(Cs2_2_list, axis=0),\n", " np.mean(Cs2PR_list, axis=0),\n", " np.mean(B1_list, axis=0),\n", " np.mean(B2_list, axis=0),\n", " )\n" ], "outputs": [], "execution_count": 60 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000014", "metadata": {}, "source": [ "### Available statistics files" ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000015", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.076122Z", "start_time": "2026-06-10T12:08:19.060646Z" } }, "source": [ "def get_stat_files(output_dir):\n", " files = sorted(\n", " glob.glob(str(output_dir / 'ALFA_Statistics_Iteration_*.npz')),\n", " key=lambda x: int(re.search(r'Iteration_(\\d+)', x).group(1))\n", " )\n", " return files\n", "\n", "StatFiles1 = get_stat_files(OutputDir1)\n", "StatFiles2 = get_stat_files(OutputDir2)\n", "StatFiles3 = get_stat_files(OutputDir3)\n", "StatFiles4 = get_stat_files(OutputDir4)\n", "\n", "print(f'64^3 : {len(StatFiles1)} files')\n", "print(f'128^3 : {len(StatFiles2)} files')\n", "print(f'256^3 : {len(StatFiles3)} files')\n", "print(f'384^3 : {len(StatFiles4)} files')" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "64^3 : 210 files\n", "128^3 : 210 files\n", "256^3 : 210 files\n", "384^3 : 210 files\n" ] } ], "execution_count": 61 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000016", "metadata": {}, "source": [ "### Temporally averaged profiles" ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000017", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.175656Z", "start_time": "2026-06-10T12:08:19.076782Z" } }, "source": [ "(Cs2_1_avg_1, Cs2_2_avg_1, Cs2PR_avg_1, B1_avg_1, B2_avg_1) = \\\n", " LoadSGSAverage(StatFiles1, T_start_index, T_end_index, nz_1)\n", "\n", "(Cs2_1_avg_2, Cs2_2_avg_2, Cs2PR_avg_2, B1_avg_2, B2_avg_2) = \\\n", " LoadSGSAverage(StatFiles2, T_start_index, T_end_index, nz_2)\n", "\n", "(Cs2_1_avg_3, Cs2_2_avg_3, Cs2PR_avg_3, B1_avg_3, B2_avg_3) = \\\n", " LoadSGSAverage(StatFiles3, T_start_index, T_end_index, nz_3)\n", "\n", "(Cs2_1_avg_4, Cs2_2_avg_4, Cs2PR_avg_4, B1_avg_4, B2_avg_4) = \\\n", " LoadSGSAverage(StatFiles4, T_start_index, T_end_index, nz_4)\n", "\n", "# SGS coefficient: two averaging conventions\n", "# Method 1: C = PlanarMean(C), then squared for storage \u2192 take sqrt\n", "# Method 2: C = sqrt(PlanarMean(C^2))\n", "Cs_m1_1 = np.sqrt(np.abs(Cs2_1_avg_1)); Cs_m2_1 = np.sqrt(np.abs(Cs2_2_avg_1))\n", "Cs_m1_2 = np.sqrt(np.abs(Cs2_1_avg_2)); Cs_m2_2 = np.sqrt(np.abs(Cs2_2_avg_2))\n", "Cs_m1_3 = np.sqrt(np.abs(Cs2_1_avg_3)); Cs_m2_3 = np.sqrt(np.abs(Cs2_2_avg_3))\n", "Cs_m1_4 = np.sqrt(np.abs(Cs2_1_avg_4)); Cs_m2_4 = np.sqrt(np.abs(Cs2_2_avg_4))\n", "\n", "# PrSGS = Cs2_2 / Cs2PrRatio (NaN where Cs2PrRatio \u2248 0)\n", "_tol = 1e-10\n", "PrSGS_1 = np.where(Cs2PR_avg_1 > _tol, Cs2_2_avg_1 / Cs2PR_avg_1, np.nan)\n", "PrSGS_2 = np.where(Cs2PR_avg_2 > _tol, Cs2_2_avg_2 / Cs2PR_avg_2, np.nan)\n", "PrSGS_3 = np.where(Cs2PR_avg_3 > _tol, Cs2_2_avg_3 / Cs2PR_avg_3, np.nan)\n", "PrSGS_4 = np.where(Cs2PR_avg_4 > _tol, Cs2_2_avg_4 / Cs2PR_avg_4, np.nan)\n", "\n", "print(f'Averaging over {T_end_index - T_start_index + 1} files '\n", " f'({T_start/3600:.1f}\u20131{T_end/3600:.1f} h)')" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Averaging over 31 files (3.0\u201313.5 h)\n" ] } ], "execution_count": 62 }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000018", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.187194Z", "start_time": "2026-06-10T12:08:19.181606Z" } }, "source": [ "plt.rcParams.update({\n", " \"text.usetex\": True,\n", " \"font.size\": 14,\n", " \"axes.labelsize\": 16,\n", " \"xtick.labelsize\": 12,\n", " \"ytick.labelsize\": 12\n", "})" ], "outputs": [], "execution_count": 63 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000019", "metadata": {}, "source": [ "## SGS Model Coefficient\n", "\n", "For SM variants (LASDD-SM, LAD-SM) the coefficient is the Smagorinsky coefficient $C_s$; for WL variants (LASDD-WL, LAD-WL) it is the Wong-Lilly SGS coefficient $C$. Two planar-averaging conventions are shown:\n", "- **Method 1** (left): $C = \\langle C \\rangle_{xy}$ \u2014 planar mean of the pointwise field.\n", "- **Method 2** (right): $C = \\sqrt{\\langle C^2 \\rangle_{xy}}$ \u2014 root of the planar mean of $C^2$.\n", "\n", "By Jensen's inequality, Method 2 $\\geq$ Method 1." ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000020", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.414669Z", "start_time": "2026-06-10T12:08:19.188624Z" } }, "source": [ "fig, axs = plt.subplots(1, 2, figsize=(10, 5), constrained_layout=True)\n", "\n", "_coeff_sym = r'C_s' if optSGS in [1, 3] else r'C'\n", "_coeff_name = 'Smagorinsky' if optSGS in [1, 3] else 'Wong-Lilly SGS'\n", "\n", "for lbl, Cs_m1, Cs_m2, z in [\n", " ('64x64x64', Cs_m1_1, Cs_m2_1, z_1),\n", " ('128x128x128', Cs_m1_2, Cs_m2_2, z_2),\n", " ('256x256x256', Cs_m1_3, Cs_m2_3, z_3),\n", " ('384x384x384 (SP)', Cs_m1_4, Cs_m2_4, z_4),\n", "]:\n", " style = run_styles[lbl]\n", " axs[0].plot(Cs_m1, z, color=style['color'], linestyle=style['linestyle'], linewidth=2, label=lbl)\n", " axs[1].plot(Cs_m2, z, color=style['color'], linestyle=style['linestyle'], linewidth=2, label=lbl)\n", "\n", "axs[0].set_xlabel(rf\"${_coeff_sym} = \\langle {_coeff_sym} \\rangle_{{xy}}$\")\n", "axs[0].set_ylabel(r\"$z$ (m)\")\n", "axs[0].set_title(\"Method 1\")\n", "\n", "axs[1].set_xlabel(rf\"${_coeff_sym} = \\sqrt{{\\langle {_coeff_sym}^2 \\rangle_{{xy}}}}$\")\n", "axs[1].set_ylabel(r\"$z$ (m)\")\n", "axs[1].set_title(\"Method 2\")\n", "\n", "for ax in axs:\n", " ax.set_ylim(0, z_damping)\n", " ax.grid()\n", " ax.legend(frameon=False)\n", "\n", "fig.suptitle(f\"SGS Model Coefficient (3.0--3.5 h average): {_coeff_name} ({sgs_names[optSGS]} model)\", fontsize=18)\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 64 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000021", "metadata": {}, "source": [ "## SGS Prandtl Number\n", "\n", "The SGS Prandtl number is derived from the stored $\\langle C^2 \\rangle_{xy}$ and $\\langle C^2/\\mathrm{Pr}_\\mathrm{SGS} \\rangle_{xy}$ profiles:\n", "$$\\mathrm{Pr}_\\mathrm{SGS}(z) = \\frac{\\langle C^2 \\rangle_{xy}}{\\langle C^2/\\mathrm{Pr}_\\mathrm{SGS} \\rangle_{xy}}$$\n", "where $\\langle C^2 \\rangle_{xy}$ is Method 2 (root-mean-square planar average). Both numerator and denominator are planar means of pointwise 3D fields, making their ratio consistent. Points where $\\langle C^2/\\mathrm{Pr}_\\mathrm{SGS} \\rangle_{xy} < 10^{-10}$ or $\\mathrm{Pr}_\\mathrm{SGS} > \\mathrm{Pr}_{\\mathrm{SGS},\\mathrm{max}}$ are masked." ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000022", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.553092Z", "start_time": "2026-06-10T12:08:19.422386Z" } }, "source": [ "fig, ax = plt.subplots(figsize=(5, 6), constrained_layout=True)\n", "\n", "PrSGS_xlim = 2.0 # adjust if needed\n", "\n", "for lbl, PrSGS, z in [\n", " ('64x64x64', PrSGS_1, z_1),\n", " ('128x128x128', PrSGS_2, z_2),\n", " ('256x256x256', PrSGS_3, z_3),\n", " ('384x384x384 (SP)', PrSGS_4, z_4),\n", "]:\n", " style = run_styles[lbl]\n", " mask = (z <= z_damping) & (PrSGS <= PrSGS_xlim)\n", " ax.plot(PrSGS[mask], z[mask], color=style['color'], linestyle=style['linestyle'], linewidth=2, label=lbl)\n", "\n", "ax.set_xlabel(r\"$\\mathrm{Pr}_\\mathrm{SGS}$\")\n", "ax.set_ylabel(r\"$z$ (m)\")\n", "ax.set_xlim(0, PrSGS_xlim)\n", "ax.set_ylim(0, z_damping)\n", "ax.grid()\n", "ax.legend(frameon=False)\n", "\n", "fig.suptitle(f\"SGS Prandtl Number (3.0--3.5 h average): {sgs_names[optSGS]} model\", fontsize=18)\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 65 }, { "cell_type": "markdown", "id": "cb91sgsc-0001-4001-8001-000000000023", "metadata": {}, "source": [ "## Scale-dependence Parameters\n", "\n", "The scale-dependence parameters $\\beta_1$ (momentum) and $\\beta_2$ (scalar) characterize how the dynamic coefficient varies across filter scales. Values near unity indicate weak scale dependence; departures signal the model adapting to local turbulence structure." ] }, { "cell_type": "code", "id": "cb91sgsc-0001-4001-8001-000000000024", "metadata": { "ExecuteTime": { "end_time": "2026-06-10T12:08:19.757044Z", "start_time": "2026-06-10T12:08:19.559997Z" } }, "source": "fig, axs = plt.subplots(1, 2, figsize=(10, 5), constrained_layout=True)\n\nfor lbl, B1, B2, z in [\n ('64x64x64', B1_avg_1, B2_avg_1, z_1),\n ('128x128x128', B1_avg_2, B2_avg_2, z_2),\n ('256x256x256', B1_avg_3, B2_avg_3, z_3),\n ('384x384x384 (SP)', B1_avg_4, B2_avg_4, z_4),\n]:\n style = run_styles[lbl]\n axs[0].plot(B1, z, color=style['color'], linestyle=style['linestyle'], linewidth=2, label=lbl)\n axs[1].plot(B2, z, color=style['color'], linestyle=style['linestyle'], linewidth=2, label=lbl)\n\naxs[0].set_xlabel(r\"$\\beta_1$ (momentum)\")\naxs[0].set_ylabel(r\"$z$ (m)\")\naxs[0].set_title(r\"Momentum Scale-dependence ($\\beta_1$)\")\n\naxs[1].set_xlabel(r\"$\\beta_2$ (scalar)\")\naxs[1].set_ylabel(r\"$z$ (m)\")\naxs[1].set_title(r\"Scalar Scale-dependence ($\\beta_2$)\")\n\nfor ax in axs:\n ax.set_ylim(0, z_damping)\n ax.grid()\n ax.legend(frameon=False)\n\nfig.suptitle(f\"Scale-dependence Parameters (3.0--3.5 h average): {sgs_names[optSGS]} model\", fontsize=18)\nplt.show()", "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 66 } ], "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": "3.11.0" } }, "nbformat": 4, "nbformat_minor": 5 }