{ "cells": [ { "cell_type": "markdown", "id": "gbl4prec-0001", "metadata": {}, "source": [ "# GABLS4 LES Intercomparison Study for Stable Boundary Layers: Sensitivity with respect to Numerical Precision" ] }, { "cell_type": "code", "execution_count": 1, "id": "a9c61e66", "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "text/markdown": [ "*Last run: June 24, 2026 at 09:27 UTC*" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.display import display, Markdown\n", "from datetime import datetime, timezone\n", "display(Markdown(f\"*Last run: {datetime.now(timezone.utc).strftime('%B %d, %Y at %H:%M UTC')}*\"))" ] }, { "cell_type": "markdown", "id": "gbl4prec-0003", "metadata": {}, "source": "For case setup and physical parameters, see the [Description](SBL_GABLS4_Description.ipynb) notebook.\n\nPrecisions compared: double (DP), single (SP); SGS: LASDD-SM, grid: $256^3$. Profiles shown at 5 UTC (simulation hour 5) and 17 UTC (simulation hour 17). The simulation starts at 0 UTC; the Dome C site is at 75.1°S." }, { "cell_type": "markdown", "id": "gbl4prec-0004", "metadata": {}, "source": [ "## Setup\n", "\n", "The next cells load Python packages, locate the simulation outputs, and define the vertical grid and snapshot times." ] }, { "cell_type": "code", "id": "gbl4prec-0005", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:00.598010Z", "start_time": "2026-06-24T06:13:00.588368Z" } }, "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": 1 }, { "cell_type": "markdown", "id": "gbl4prec-0006", "metadata": {}, "source": [ "### Output directories" ] }, { "cell_type": "code", "id": "gbl4prec-0007", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:00.615255Z", "start_time": "2026-06-24T06:13:00.603050Z" } }, "source": [ "from pathlib import Path\n", "\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", "optRes = 3 # 64x64x64: 1, 128x128x128: 2, 256x256x256: 3, 384x384x384: 4\n", "\n", "_res = {1: '64x64x64', 2: '128x128x128', 3: '256x256x256', 4: '384x384x384'}\n", "_sgs = {1: 'LASDD_SM', 2: 'LASDD_WL', 3: 'LAD_SM', 4: 'LAD_WL'}\n", "_sgs_label = {1: 'LASDD-SM', 2: 'LASDD-WL', 3: 'LAD-SM', 4: 'LAD-WL'}\n", "_res_label = {1: r'$64^3$', 2: r'$128^3$', 3: r'$256^3$', 4: r'$384^3$'}\n", "\n", "_run = f\"{_res[optRes]}_{_sgs[optSGS]}\"\n", "\n", "OutputDir_DP = BaseDir / f'examples_A6000ada/SBL_GABLS4/runs/{_run}_DP/output'\n", "OutputDir_SP = BaseDir / f'examples_A6000ada/SBL_GABLS4/runs/{_run}_SP/output'" ], "outputs": [], "execution_count": 2 }, { "cell_type": "markdown", "id": "gbl4prec-0008", "metadata": {}, "source": [ "### Case configuration" ] }, { "cell_type": "code", "id": "gbl4prec-0009", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:00.630565Z", "start_time": "2026-06-24T06:13:00.619758Z" } }, "source": [ "_cfg_ref = read_config(\n", " OutputDir_SP.parent if (OutputDir_SP.parent / 'Config.py').exists()\n", " else OutputDir_DP.parent\n", ")\n", "\n", "nz = int(_cfg_ref['nz'])\n", "l_z = float(_cfg_ref['l_z'])\n", "OutputInterval_sec = float(_cfg_ref['OutputInterval_sec'])\n", "z_damping = float(_cfg_ref.get('z_damping', 700.0))\n", "\n", "print(f'nz={nz}, l_z={l_z:g} m, OutputInterval={OutputInterval_sec:g} s')\n", "print(f'Damping layer above z={z_damping:g} m')" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "nz=256, l_z=1000 m, OutputInterval=600 s\n", "Damping layer above z=700 m\n" ] } ], "execution_count": 3 }, { "cell_type": "markdown", "id": "gbl4prec-0010", "metadata": {}, "source": [ "### Vertical grid and snapshot indices" ] }, { "cell_type": "code", "id": "gbl4prec-0011", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:00.651854Z", "start_time": "2026-06-24T06:13:00.637002Z" } }, "source": "# Half levels — U, V, TH, u2, v2, TH2\nz = np.array([(k + 0.5) * l_z / (nz - 1) for k in range(nz)])\n\n# Full (staggered) levels — w, uw, vw, wTH, txz, tyz, qz\nz_w = np.array([k * l_z / (nz - 1) for k in range(nz)])\n\n# GABLS4 simulation starts at 0 UTC.\n# 5 UTC = simulation hour 5 h = 18 000 s\n# 17 UTC = simulation hour 17 h = 61 200 s\nT_snap1_s = 5.0 * 3600\nT_snap2_s = 17.0 * 3600\n\nsnap1_index = int(T_snap1_s / OutputInterval_sec) - 1 # 29\nsnap2_index = int(T_snap2_s / OutputInterval_sec) - 1 # 101\n\nprint(f'5 UTC (sim h 5): file index {snap1_index}')\nprint(f'17 UTC (sim h 17): file index {snap2_index}')", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5 UTC (sim h 5): file index 29\n", "17 UTC (sim h 17): file index 101\n" ] } ], "execution_count": 4 }, { "cell_type": "markdown", "id": "gbl4prec-0012", "metadata": {}, "source": [ "### Snapshot loader" ] }, { "cell_type": "code", "id": "gbl4prec-0013", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:00.664638Z", "start_time": "2026-06-24T06:13:00.655275Z" } }, "source": [ "def LoadSnapshot(stat_files, snap_index, nz_expected):\n", " if len(stat_files) == 0 or snap_index >= len(stat_files):\n", " print(f'No data at index {snap_index}; plotting NaN placeholders for nz={nz_expected}.')\n", " nan = np.full(nz_expected, np.nan)\n", " return tuple(nan.copy() for _ in range(15))\n", " with np.load(stat_files[snap_index]) as d:\n", " return (\n", " d['U'].copy(), d['V'].copy(), d['TH'].copy(),\n", " d['u2'].copy(), d['v2'].copy(), d['w2'].copy(),\n", " d['TH2'].copy(),\n", " d['uv'].copy(), d['uw'].copy(), d['vw'].copy(),\n", " d['txy'].copy(), d['txz'].copy(), d['tyz'].copy(),\n", " d['wTH'].copy(), d['qz'].copy()\n", " )" ], "outputs": [], "execution_count": 5 }, { "cell_type": "markdown", "id": "gbl4prec-0014", "metadata": {}, "source": [ "### Available statistics files" ] }, { "cell_type": "code", "id": "gbl4prec-0015", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:00.683784Z", "start_time": "2026-06-24T06:13:00.669775Z" } }, "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", "StatFiles_DP = get_stat_files(OutputDir_DP)\n", "StatFiles_SP = get_stat_files(OutputDir_SP)\n", "\n", "print(f'DP : {len(StatFiles_DP)} files')\n", "print(f'SP : {len(StatFiles_SP)} files')" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DP : 0 files\n", "SP : 144 files\n" ] } ], "execution_count": 6 }, { "cell_type": "markdown", "id": "gbl4prec-0016", "metadata": {}, "source": [ "### Load snapshots" ] }, { "cell_type": "code", "id": "gbl4prec-0017", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:00.707513Z", "start_time": "2026-06-24T06:13:00.688093Z" } }, "source": "# ---- 5 UTC (simulation hour 5) ----\n(U_DP_a, V_DP_a, TH_DP_a, u2_DP_a, v2_DP_a, w2_DP_a, TH2_DP_a,\n uv_DP_a, uw_DP_a, vw_DP_a, txy_DP_a, txz_DP_a, tyz_DP_a,\n wTH_DP_a, qz_DP_a) = LoadSnapshot(StatFiles_DP, snap1_index, nz)\n\n(U_SP_a, V_SP_a, TH_SP_a, u2_SP_a, v2_SP_a, w2_SP_a, TH2_SP_a,\n uv_SP_a, uw_SP_a, vw_SP_a, txy_SP_a, txz_SP_a, tyz_SP_a,\n wTH_SP_a, qz_SP_a) = LoadSnapshot(StatFiles_SP, snap1_index, nz)\n\n# ---- 17 UTC (simulation hour 17) ----\n(U_DP_b, V_DP_b, TH_DP_b, u2_DP_b, v2_DP_b, w2_DP_b, TH2_DP_b,\n uv_DP_b, uw_DP_b, vw_DP_b, txy_DP_b, txz_DP_b, tyz_DP_b,\n wTH_DP_b, qz_DP_b) = LoadSnapshot(StatFiles_DP, snap2_index, nz)\n\n(U_SP_b, V_SP_b, TH_SP_b, u2_SP_b, v2_SP_b, w2_SP_b, TH2_SP_b,\n uv_SP_b, uw_SP_b, vw_SP_b, txy_SP_b, txz_SP_b, tyz_SP_b,\n wTH_SP_b, qz_SP_b) = LoadSnapshot(StatFiles_SP, snap2_index, nz)\n\n# ---- Derived quantities ----\nS_DP_a = np.sqrt(U_DP_a**2 + V_DP_a**2); S_DP_b = np.sqrt(U_DP_b**2 + V_DP_b**2)\nS_SP_a = np.sqrt(U_SP_a**2 + V_SP_a**2); S_SP_b = np.sqrt(U_SP_b**2 + V_SP_b**2)\n\nuw_tot_DP_a = uw_DP_a + txz_DP_a; uw_tot_DP_b = uw_DP_b + txz_DP_b\nvw_tot_DP_a = vw_DP_a + tyz_DP_a; vw_tot_DP_b = vw_DP_b + tyz_DP_b\nwT_tot_DP_a = wTH_DP_a + qz_DP_a; wT_tot_DP_b = wTH_DP_b + qz_DP_b\n\nuw_tot_SP_a = uw_SP_a + txz_SP_a; uw_tot_SP_b = uw_SP_b + txz_SP_b\nvw_tot_SP_a = vw_SP_a + tyz_SP_a; vw_tot_SP_b = vw_SP_b + tyz_SP_b\nwT_tot_SP_a = wTH_SP_a + qz_SP_a; wT_tot_SP_b = wTH_SP_b + qz_SP_b\n\nprint('Snapshots loaded.')", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No data at index 29; plotting NaN placeholders for nz=256.\n", "No data at index 101; plotting NaN placeholders for nz=256.\n", "Snapshots loaded.\n" ] } ], "execution_count": 7 }, { "cell_type": "code", "id": "gbl4prec-0018", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:00.718572Z", "start_time": "2026-06-24T06:13:00.708550Z" } }, "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", "})\n", "\n", "z_max = z_damping # show only below the damping layer\n", "z_max_a = 500.0 # 5 UTC profiles\n", "z_max_b = 120.0 # 17 UTC profiles\n", "z_maxs = [z_max_a, z_max_b]\n", "\n", "run_styles = {\n", " 'DP': {'color': 'red', 'linestyle': '-'},\n", " 'SP': {'color': 'blue', 'linestyle': '-'},\n", "}\n", "\n", "def prf(ax, x, z, xlabel, run_label):\n", " s = run_styles[run_label]\n", " ax.plot(x, z, color=s['color'], linestyle=s['linestyle'], linewidth=2, label=run_label)\n", " ax.set_xlabel(xlabel)\n", " ax.set_ylabel(r'$z$ (m)')\n", " ax.set_ylim(0, z_max)" ], "outputs": [], "execution_count": 8 }, { "cell_type": "markdown", "id": "gbl4prec-0020", "metadata": {}, "source": "## Mean Wind and Hodograph\n\nHorizontal mean wind components ($U$, $V$), wind-speed magnitude, and hodograph at the two target times. Top row: 5 UTC (simulation hour 5); bottom row: 17 UTC (simulation hour 17)." }, { "cell_type": "code", "id": "gbl4prec-0021", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:01.705054Z", "start_time": "2026-06-24T06:13:00.723122Z" } }, "source": [ "fig, axs = plt.subplots(2, 4, figsize=(18, 10), constrained_layout=True)\n", "\n", "for row, (tag,\n", " U_DP,V_DP,S_DP, U_SP,V_SP,S_SP) in enumerate([\n", " ('5 UTC', U_DP_a,V_DP_a,S_DP_a, U_SP_a,V_SP_a,S_SP_a),\n", " ('17 UTC', U_DP_b,V_DP_b,S_DP_b, U_SP_b,V_SP_b,S_SP_b),\n", "]):\n", " z_max = z_maxs[row]\n", " prf(axs[row,0], U_DP, z, r'$U$ (m/s)', 'DP')\n", " prf(axs[row,0], U_SP, z, r'$U$ (m/s)', 'SP')\n", " prf(axs[row,1], V_DP, z, r'$V$ (m/s)', 'DP')\n", " prf(axs[row,1], V_SP, z, r'$V$ (m/s)', 'SP')\n", " prf(axs[row,2], S_DP, z, r'Wind Speed (m/s)', 'DP')\n", " prf(axs[row,2], S_SP, z, r'Wind Speed (m/s)', 'SP')\n", "\n", " axs[row,3].plot(U_DP, V_DP, color='red', linestyle='-', marker='o',\n", " linewidth=2, markersize=3, label='DP')\n", " axs[row,3].plot(U_SP, V_SP, color='blue', linestyle='-', marker='o',\n", " linewidth=2, markersize=3, label='SP')\n", " axs[row,3].set_xlabel(r'$U$ (m/s)')\n", " axs[row,3].set_ylabel(r'$V$ (m/s)')\n", " axs[row,3].set_title('Hodograph')\n", " axs[row,3].set_aspect('equal')\n", "\n", " for ax in axs[row]:\n", " ax.grid(); ax.legend(frameon=False)\n", " axs[row,0].set_title(tag)\n", "\n", "fig.suptitle(\n", " f'Mean Wind Profiles and Hodograph: Precision sensitivity, '\n", " f'{_sgs_label[optSGS]}, {_res_label[optRes]}',\n", " fontsize=18\n", ")\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
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}, "metadata": {}, "output_type": "display_data" } ], "execution_count": 9 }, { "cell_type": "markdown", "id": "gbl4prec-0022", "metadata": {}, "source": [ "## Mean Potential Temperature and Temperature Variance\n", "\n", "Horizontally averaged potential-temperature profile and resolved temperature variance. Top: 5 UTC; bottom: 17 UTC." ] }, { "cell_type": "code", "id": "gbl4prec-0023", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:02.512036Z", "start_time": "2026-06-24T06:13:01.782107Z" } }, "source": [ "fig, axs = plt.subplots(2, 2, figsize=(10, 10), constrained_layout=True)\n", "\n", "for row, (tag,\n", " TH_DP,TH_SP, TH2_DP,TH2_SP) in enumerate([\n", " ('5 UTC', TH_DP_a,TH_SP_a, TH2_DP_a,TH2_SP_a),\n", " ('17 UTC', TH_DP_b,TH_SP_b, TH2_DP_b,TH2_SP_b),\n", "]):\n", " z_max = z_maxs[row]\n", " prf(axs[row,0], TH_DP, z, r'$\\langle\\theta\\rangle$ (K)', 'DP')\n", " prf(axs[row,0], TH_SP, z, r'$\\langle\\theta\\rangle$ (K)', 'SP')\n", " prf(axs[row,1], TH2_DP, z, r\"$\\langle\\theta'^2\\rangle$ (K$^2$)\", 'DP')\n", " prf(axs[row,1], TH2_SP, z, r\"$\\langle\\theta'^2\\rangle$ (K$^2$)\", 'SP')\n", "\n", " axs[row,0].set_title(f'Mean Potential Temperature — {tag}')\n", " axs[row,1].set_title(f'Temperature Variance — {tag}')\n", " for ax in axs[row]:\n", " ax.grid(); ax.legend(frameon=False)\n", "\n", "fig.suptitle(\n", " f'Potential Temperature Statistics: Precision sensitivity, '\n", " f'{_sgs_label[optSGS]}, {_res_label[optRes]}',\n", " fontsize=18\n", ")\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 10 }, { "cell_type": "markdown", "id": "gbl4prec-0024", "metadata": {}, "source": [ "## Resolved Velocity Variances\n", "\n", "Resolved variance profiles of $u$, $v$, and $w$. Top: 5 UTC; bottom: 17 UTC." ] }, { "cell_type": "code", "id": "gbl4prec-0025", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:03.354863Z", "start_time": "2026-06-24T06:13:02.582855Z" } }, "source": [ "fig, axs = plt.subplots(2, 3, figsize=(15, 10), constrained_layout=True)\n", "\n", "for row, (tag,\n", " u2_DP,v2_DP,w2_DP,\n", " u2_SP,v2_SP,w2_SP) in enumerate([\n", " ('5 UTC', u2_DP_a,v2_DP_a,w2_DP_a, u2_SP_a,v2_SP_a,w2_SP_a),\n", " ('17 UTC', u2_DP_b,v2_DP_b,w2_DP_b, u2_SP_b,v2_SP_b,w2_SP_b),\n", "]):\n", " z_max = z_maxs[row]\n", " prf(axs[row,0], u2_DP, z, r'Resolved $\\sigma_u^2$ (m$^2$/s$^2$)', 'DP')\n", " prf(axs[row,0], u2_SP, z, r'Resolved $\\sigma_u^2$ (m$^2$/s$^2$)', 'SP')\n", " prf(axs[row,1], v2_DP, z, r'Resolved $\\sigma_v^2$ (m$^2$/s$^2$)', 'DP')\n", " prf(axs[row,1], v2_SP, z, r'Resolved $\\sigma_v^2$ (m$^2$/s$^2$)', 'SP')\n", " prf(axs[row,2], w2_DP, z_w, r'Resolved $\\sigma_w^2$ (m$^2$/s$^2$)', 'DP')\n", " prf(axs[row,2], w2_SP, z_w, r'Resolved $\\sigma_w^2$ (m$^2$/s$^2$)', 'SP')\n", "\n", " for ax in axs[row]:\n", " ax.grid(); ax.legend(frameon=False)\n", " axs[row,0].set_title(tag)\n", "\n", "fig.suptitle(\n", " f'Resolved Velocity Variances: Precision sensitivity, '\n", " f'{_sgs_label[optSGS]}, {_res_label[optRes]}',\n", " fontsize=18\n", ")\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
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}, "metadata": {}, "output_type": "display_data" } ], "execution_count": 11 }, { "cell_type": "markdown", "id": "gbl4prec-0026", "metadata": {}, "source": [ "## Total Momentum and Heat Fluxes\n", "\n", "Total (resolved + SGS) momentum and sensible heat fluxes. Top: 5 UTC; bottom: 17 UTC." ] }, { "cell_type": "code", "id": "gbl4prec-0027", "metadata": { "ExecuteTime": { "end_time": "2026-06-24T06:13:04.179138Z", "start_time": "2026-06-24T06:13:03.437700Z" } }, "source": [ "fig, axs = plt.subplots(2, 3, figsize=(15, 10), constrained_layout=True)\n", "\n", "for row, (tag,\n", " uw_DP,vw_DP,wt_DP,\n", " uw_SP,vw_SP,wt_SP) in enumerate([\n", " ('5 UTC', uw_tot_DP_a,vw_tot_DP_a,wT_tot_DP_a,\n", " uw_tot_SP_a,vw_tot_SP_a,wT_tot_SP_a),\n", " ('17 UTC', uw_tot_DP_b,vw_tot_DP_b,wT_tot_DP_b,\n", " uw_tot_SP_b,vw_tot_SP_b,wT_tot_SP_b),\n", "]):\n", " z_max = z_maxs[row]\n", " prf(axs[row,0], uw_DP, z_w, r\"Total $\\langle u'w'\\rangle$ (m$^2$/s$^2$)\", 'DP')\n", " prf(axs[row,0], uw_SP, z_w, r\"Total $\\langle u'w'\\rangle$ (m$^2$/s$^2$)\", 'SP')\n", " prf(axs[row,1], vw_DP, z_w, r\"Total $\\langle v'w'\\rangle$ (m$^2$/s$^2$)\", 'DP')\n", " prf(axs[row,1], vw_SP, z_w, r\"Total $\\langle v'w'\\rangle$ (m$^2$/s$^2$)\", 'SP')\n", " prf(axs[row,2], wt_DP, z_w, r\"Total $\\langle w'\\Theta'\\rangle$ (K m/s)\", 'DP')\n", " prf(axs[row,2], wt_SP, z_w, r\"Total $\\langle w'\\Theta'\\rangle$ (K m/s)\", 'SP')\n", "\n", " for ax in axs[row]:\n", " ax.grid(); ax.legend(frameon=False)\n", " axs[row,0].set_title(tag)\n", "\n", "fig.suptitle(\n", " f'Total (Resolved + SGS) Fluxes: Precision sensitivity, '\n", " f'{_sgs_label[optSGS]}, {_res_label[optRes]}',\n", " fontsize=18\n", ")\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": [ "
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