{ "cells": [ { "cell_type": "markdown", "id": "86f123ce", "metadata": {}, "source": [ "# Visualising the Nest Forcing Ramp\n", "\n", "When an FVCOM model is started from rest, applying full boundary forcing immediately can cause a numerical shock. `NestManager.apply_ramp()` addresses this by smoothly blending each forcing variable from a calm initial state up to its full value. Three ramp shapes are available via the `ramp_type` argument:\n", "\n", "| `ramp_type` | Formula | Smoothness | Reaches full amplitude |\n", "|---|---|---|---|\n", "| `'cosine'` **(default)** | $\\frac{1}{2}\\!\\left(1 - \\cos\\!\\left(\\frac{\\pi t}{T}\\right)\\right)$ | $C^1$ at both ends | Exactly at $t = T$ |\n", "| `'tanh'` | $\\tanh\\!\\left(\\frac{t}{T}\\right)$ | $C^\\infty$ everywhere | Asymptotic (~76 % at $t=T$, ~99.5 % at $t=3T$) |\n", "| `'linear'` | $\\min\\!\\left(\\frac{t}{T},\\,1\\right)$ | $C^0$ (kinked) | Exactly at $t = T$ |\n", "\n", "For all types, the forcing at each time step is:\n", "\n", "$$f_{\\text{ramped}}(t) = f_0 \\,(1 - \\text{ramp}(t)) + f(t)\\,\\text{ramp}(t)$$\n", "\n", "where $f_0$ is the initial value (zero for velocities and zeta; user-supplied for temperature and salinity).\n", "\n", "This notebook demonstrates the effect of `apply_ramp()` on synthetic forcing data, without requiring real CMEMS or grid files." ] }, { "cell_type": "markdown", "id": "1288c7cf", "metadata": {}, "source": [ "## 1. Imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "31dcf03a", "metadata": {}, "outputs": [], "source": [ "import warnings\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.ticker as ticker\n", "from datetime import datetime, timedelta\n", "\n", "# Suppress a NumPy 2.4 deprecation warning that arises when loading .npy files\n", "# saved with older NumPy versions (align stored as int 0 rather than bool).\n", "warnings.filterwarnings(\n", " 'ignore',\n", " message=r'dtype\\(\\): align should be passed as Python or NumPy boolean',\n", " category=np.exceptions.VisibleDeprecationWarning,\n", ")" ] }, { "cell_type": "markdown", "id": "3942bf3f", "metadata": {}, "source": [ "## 2. Ramp Shape\n", "\n", "The three ramp types have different smoothness and endpoint properties. The left panel compares all three at the same `ramp_length` (T = 24 h). The right panel shows the cosine default at several timescales." ] }, { "cell_type": "code", "execution_count": 2, "id": "af592659", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Simulation period: 5 days at hourly resolution\n", "start = datetime(2025, 6, 14)\n", "n_hours = 5 * 24\n", "dates = [start + timedelta(hours=h) for h in range(n_hours)]\n", "t_sec = np.array([(d - dates[0]).total_seconds() for d in dates])\n", "t_hours = t_sec / 3600\n", "\n", "T_sec = 24 * 3600 # ramp_length for the shape comparison\n", "ramp_cosine = np.where(t_sec >= T_sec, 1.0, 0.5 * (1 - np.cos(np.pi * t_sec / T_sec)))\n", "ramp_tanh = np.tanh(t_sec / T_sec)\n", "ramp_linear = np.minimum(t_sec / T_sec, 1.0)\n", "\n", "ramp_lengths_hours = [6, 12, 24]\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n", "\n", "# Left: shape comparison at T = 24 h\n", "axes[0].plot(t_hours, ramp_cosine, label='cosine (default)', color='tab:blue', lw=2)\n", "axes[0].plot(t_hours, ramp_tanh, label='tanh', color='tab:orange', lw=2)\n", "axes[0].plot(t_hours, ramp_linear, label='linear', color='tab:green', lw=2)\n", "axes[0].axvline(24, color='grey', lw=0.8, ls='--', label='t = T = 24 h')\n", "axes[0].set_xlabel('Time (hours)')\n", "axes[0].set_ylabel('Ramp weight')\n", "axes[0].set_title('Shape comparison at T = 24 h')\n", "axes[0].legend()\n", "axes[0].set_ylim(0, 1.05)\n", "axes[0].yaxis.set_major_formatter(ticker.PercentFormatter(xmax=1))\n", "\n", "# Right: cosine (default) at multiple timescales\n", "for T_h in ramp_lengths_hours:\n", " T_s = T_h * 3600\n", " ramp_c = np.where(t_sec >= T_s, 1.0, 0.5 * (1 - np.cos(np.pi * t_sec / T_s)))\n", " axes[1].plot(t_hours, ramp_c, label=f'T = {T_h} h')\n", "axes[1].set_xlabel('Time (hours)')\n", "axes[1].set_title('Cosine ramp (default) at multiple timescales')\n", "axes[1].legend()\n", "axes[1].set_ylim(0, 1.05)\n", "axes[1].yaxis.set_major_formatter(ticker.PercentFormatter(xmax=1))\n", "\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "792a0548", "metadata": {}, "source": [ "## 3. Synthetic Forcing Data\n", "\n", "We generate simple synthetic time series to stand in for real forcing variables across a small number of points. The forcing is kept deliberately simple so the effect of the ramp is obvious:\n", "\n", "| Variable | Shape | Synthetic signal |\n", "|---|---|---|\n", "| `zeta` | (time, nodes) | constant + small diurnal oscillation |\n", "| `u`, `v` | (time, depth, elements) | depth-varying sinusoid |\n", "| `temp` | (time, depth, nodes) | realistic stratified profile |\n", "| `salinity` | (time, depth, nodes) | realistic stratified profile |" ] }, { "cell_type": "code", "execution_count": 3, "id": "dfce7507", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Synthetic data shapes:\n", " zeta : (120, 20)\n", " u : (120, 10, 12)\n", " v : (120, 10, 12)\n", " temp : (120, 10, 20)\n", " salinity : (120, 10, 20)\n" ] } ], "source": [ "rng = np.random.default_rng(42)\n", "\n", "n_times = n_hours\n", "n_nodes = 20\n", "n_elements = 12\n", "n_sigma = 10 # sigma layers\n", "\n", "# --- zeta: constant offset + diurnal tide, shape (time, nodes) ---\n", "omega_M2 = 2 * np.pi / (12.42 * 3600) # M2 tidal frequency\n", "zeta_amp = 1.5 + 0.5 * rng.random(n_nodes) # node-varying amplitude (m)\n", "zeta = (zeta_amp[np.newaxis, :]\n", " * np.sin(omega_M2 * t_sec[:, np.newaxis]))\n", "\n", "# --- u, v: depth-varying velocity, shape (time, sigma, elements) ---\n", "depth_profile = np.linspace(1.0, 0.3, n_sigma) # surface→bed shear\n", "u_amp = 0.3 + 0.1 * rng.random(n_elements)\n", "v_amp = 0.2 + 0.1 * rng.random(n_elements)\n", "u = (u_amp[np.newaxis, np.newaxis, :]\n", " * depth_profile[np.newaxis, :, np.newaxis]\n", " * np.sin(omega_M2 * t_sec[:, np.newaxis, np.newaxis]))\n", "v = (v_amp[np.newaxis, np.newaxis, :]\n", " * depth_profile[np.newaxis, :, np.newaxis]\n", " * np.cos(omega_M2 * t_sec[:, np.newaxis, np.newaxis]))\n", "\n", "# --- temp: stratified profile, shape (time, sigma, nodes) ---\n", "temp_surface = 15.0 + 0.5 * rng.random(n_nodes)\n", "temp_bottom = 9.0 + 0.2 * rng.random(n_nodes)\n", "temp_profile = np.linspace(0, 1, n_sigma)[:, np.newaxis] # 0=surface, 1=bottom\n", "temp = (temp_surface[np.newaxis, np.newaxis, :]\n", " + temp_profile[np.newaxis, :, :]\n", " * (temp_bottom - temp_surface)[np.newaxis, np.newaxis, :])\n", "temp = np.broadcast_to(temp, (n_times, n_sigma, n_nodes)).copy()\n", "\n", "# --- salinity: stratified profile, shape (time, sigma, nodes) ---\n", "sal_surface = 32.0 + 0.3 * rng.random(n_nodes)\n", "sal_bottom = 35.0 + 0.1 * rng.random(n_nodes)\n", "salinity = (sal_surface[np.newaxis, np.newaxis, :]\n", " + temp_profile[np.newaxis, :, :]\n", " * (sal_bottom - sal_surface)[np.newaxis, np.newaxis, :])\n", "salinity = np.broadcast_to(salinity, (n_times, n_sigma, n_nodes)).copy()\n", "\n", "print('Synthetic data shapes:')\n", "for name, arr in [('zeta', zeta), ('u', u), ('v', v),\n", " ('temp', temp), ('salinity', salinity)]:\n", " print(f' {name:10s}: {arr.shape}')" ] }, { "cell_type": "markdown", "id": "701709ec", "metadata": {}, "source": [ "## 4. Apply the Ramp\n", "\n", "We replicate what `NestManager.apply_ramp()` does internally, calling `NestManager._build_ramp` and `NestManager._apply_ramp_to_array` directly. We generate four variants — all three types at T = 24 h, plus the default cosine at T = 6 h — to compare their effect on the forcing variables." ] }, { "cell_type": "code", "execution_count": 4, "id": "7b63b26f", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Variants prepared: cosine T=6h, cosine T=24h, tanh T=24h, linear T=24h\n" ] } ], "source": [ "from pyfvcom2.nest import NestManager\n", "\n", "def apply_ramp_to_data(forcing, ramp_length_sec, t_sec, ramp_type='cosine', initial_ts=None):\n", " \"\"\"Apply a ramp to a dict of forcing arrays.\n", "\n", " Returns a new dict of ramped copies; the originals are unchanged.\n", " \"\"\"\n", " ramp = NestManager._build_ramp(t_sec, ramp_length_sec, ramp_type)\n", " result = {}\n", " for var, data in forcing.items():\n", " if var in ('u', 'v', 'zeta'):\n", " init = 0.0\n", " elif var == 'temp' and initial_ts is not None:\n", " init = initial_ts[0]\n", " elif var == 'salinity' and initial_ts is not None:\n", " init = initial_ts[1]\n", " else:\n", " result[var] = data.copy()\n", " continue\n", " result[var] = NestManager._apply_ramp_to_array(data, ramp, init)\n", " return result\n", "\n", "# Nominal initial T/S values (climatological or model background)\n", "initial_ts = [10.0, 34.5] # °C, PSU\n", "\n", "forcing_raw = dict(zeta=zeta, u=u, v=v, temp=temp, salinity=salinity)\n", "\n", "cosine_6h = apply_ramp_to_data(forcing_raw, 6 * 3600, t_sec, ramp_type='cosine', initial_ts=initial_ts)\n", "cosine_24h = apply_ramp_to_data(forcing_raw, 24 * 3600, t_sec, ramp_type='cosine', initial_ts=initial_ts)\n", "tanh_24h = apply_ramp_to_data(forcing_raw, 24 * 3600, t_sec, ramp_type='tanh', initial_ts=initial_ts)\n", "linear_24h = apply_ramp_to_data(forcing_raw, 24 * 3600, t_sec, ramp_type='linear', initial_ts=initial_ts)\n", "\n", "print('Variants prepared: cosine T=6h, cosine T=24h, tanh T=24h, linear T=24h')" ] }, { "cell_type": "markdown", "id": "1287db0e", "metadata": {}, "source": [ "## 5. Visualisation\n", "\n", "### 5a. Sea Surface Elevation (zeta) at a single node\n", "\n", "All four variants are shown together, making it easy to compare the ramp shapes and timescales. Note that for `tanh` at T = 24 h the forcing has only reached ~76 % at t = 24 h, whereas both `cosine` and `linear` are at full amplitude by then." ] }, { "cell_type": "code", "execution_count": 5, "id": "e4653f4e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "node_idx = 0 # representative node\n", "\n", "fig, ax = plt.subplots(figsize=(10, 4))\n", "ax.plot(t_hours, forcing_raw['zeta'][:, node_idx],\n", " color='black', lw=1.2, label='No ramp', alpha=0.35)\n", "ax.plot(t_hours, cosine_6h['zeta'][:, node_idx],\n", " color='tab:blue', lw=1.5, ls='-', label='cosine T = 6 h (default)')\n", "ax.plot(t_hours, cosine_24h['zeta'][:, node_idx],\n", " color='tab:blue', lw=1.5, ls='--', label='cosine T = 24 h (default)')\n", "ax.plot(t_hours, tanh_24h['zeta'][:, node_idx],\n", " color='tab:orange', lw=1.5, ls='--', label='tanh T = 24 h')\n", "ax.plot(t_hours, linear_24h['zeta'][:, node_idx],\n", " color='tab:green', lw=1.5, ls='--', label='linear T = 24 h')\n", "\n", "ax.axvline( 6, color='tab:blue', lw=0.8, ls=':', alpha=0.5)\n", "ax.axvline(24, color='grey', lw=0.8, ls=':', alpha=0.5, label='t = 24 h')\n", "\n", "ax.set_xlabel('Time (hours)')\n", "ax.set_ylabel('zeta (m)')\n", "ax.set_title(f'Sea surface elevation at node {node_idx} — all ramp types')\n", "ax.legend(fontsize=8)\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b5182b4e", "metadata": {}, "source": [ "### 5b. Surface velocity (u) at a single element\n", "\n", "The velocity is 3-D (time, sigma, element). Here we pick the surface layer." ] }, { "cell_type": "code", "execution_count": 6, "id": "61fdc18f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "elem_idx = 0 # representative element\n", "sigma_surf = 0 # surface sigma layer\n", "\n", "fig, ax = plt.subplots(figsize=(10, 4))\n", "ax.plot(t_hours, forcing_raw['u'][:, sigma_surf, elem_idx],\n", " color='black', lw=1.2, label='No ramp', alpha=0.35)\n", "ax.plot(t_hours, cosine_6h['u'][:, sigma_surf, elem_idx],\n", " color='tab:blue', lw=1.5, ls='-', label='cosine T = 6 h')\n", "ax.plot(t_hours, cosine_24h['u'][:, sigma_surf, elem_idx],\n", " color='tab:blue', lw=1.5, ls='--', label='cosine T = 24 h')\n", "\n", "ax.axvline( 6, color='tab:blue', lw=0.8, ls=':', alpha=0.5)\n", "ax.axvline(24, color='grey', lw=0.8, ls=':', alpha=0.5, label='t = 24 h')\n", "\n", "ax.set_xlabel('Time (hours)')\n", "ax.set_ylabel('u (m s⁻¹)')\n", "ax.set_title(f'East velocity at element {elem_idx}, surface layer — cosine ramp (default)')\n", "ax.legend()\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a422d4ec", "metadata": {}, "source": [ "### 5c. Temperature ramp from an initial background value\n", "\n", "Temperature (and salinity) are ramped from a user-supplied background state rather than from zero. Here we use an initial temperature of 10 °C and show the surface layer at one node." ] }, { "cell_type": "code", "execution_count": 7, "id": "d0a51a5b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "node_idx = 0\n", "sigma_surf = 0\n", "T0_temp = initial_ts[0] # 10 °C background\n", "\n", "fig, ax = plt.subplots(figsize=(10, 4))\n", "ax.axhline(T0_temp, color='grey', lw=1.0, ls=':', label=f'Background T = {T0_temp} °C')\n", "ax.plot(t_hours, forcing_raw['temp'][:, sigma_surf, node_idx],\n", " color='black', lw=1.2, label='No ramp', alpha=0.35)\n", "ax.plot(t_hours, cosine_6h['temp'][:, sigma_surf, node_idx],\n", " color='tab:blue', lw=1.5, ls='-', label='cosine T = 6 h')\n", "ax.plot(t_hours, cosine_24h['temp'][:, sigma_surf, node_idx],\n", " color='tab:blue', lw=1.5, ls='--', label='cosine T = 24 h')\n", "\n", "ax.axvline( 6, color='tab:blue', lw=0.8, ls=':', alpha=0.5)\n", "ax.axvline(24, color='grey', lw=0.8, ls=':', alpha=0.5, label='t = 24 h')\n", "\n", "ax.set_xlabel('Time (hours)')\n", "ax.set_ylabel('Temperature (°C)')\n", "ax.set_title(f'Temperature at node {node_idx}, surface layer — cosine ramp (default)')\n", "ax.legend()\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b9120001", "metadata": {}, "source": [ "### 5d. Depth–time Hovmöller: velocity with and without ramp\n", "\n", "This panel shows how the ramp suppresses velocity at all depths during spin-up, not just at the surface." ] }, { "cell_type": "code", "execution_count": 8, "id": "308c26a6", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "elem_idx = 0\n", "\n", "u_raw_hov = forcing_raw['u'][:, :, elem_idx].T # (sigma, time)\n", "u_cosine24_hov = cosine_24h['u'][:, :, elem_idx].T\n", "\n", "vmax = np.abs(u_raw_hov).max()\n", "\n", "fig, axes = plt.subplots(1, 2, figsize=(13, 4), sharey=True,\n", " constrained_layout=True)\n", "kw = dict(aspect='auto', origin='upper',\n", " extent=[0, t_hours[-1], n_sigma - 0.5, -0.5],\n", " vmin=-vmax, vmax=vmax, cmap='RdBu_r')\n", "\n", "im0 = axes[0].imshow(u_raw_hov, **kw)\n", "im1 = axes[1].imshow(u_cosine24_hov, **kw)\n", "\n", "for ax, title in zip(axes, ['No ramp', 'cosine T = 24 h (default)']):\n", " ax.set_xlabel('Time (hours)')\n", " ax.set_title(f'u at element {elem_idx} — {title}')\n", "\n", "axes[0].set_ylabel('Sigma layer (0 = surface)')\n", "axes[1].axvline(24, color='white', lw=1.2, ls='--', label='t = T')\n", "axes[1].legend(loc='upper right', fontsize=8)\n", "\n", "fig.colorbar(im0, ax=axes, label='u (m s⁻¹)', shrink=0.8)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b9a695d0", "metadata": {}, "source": [ "## 6. Summary\n", "\n", "`NestManager.apply_ramp()` supports three ramp shapes via the `ramp_type` argument:\n", "\n", "| `ramp_type` | Smoothness | Reaches full amplitude | Best suited for |\n", "|---|---|---|---|\n", "| `'cosine'` **(default)** | $C^1$ at both ends | Exactly at $t = T$ | Most cases — smooth, intuitive duration |\n", "| `'tanh'` | $C^\\infty$ everywhere | Asymptotic | Very energetic boundaries where maximum smoothness is needed |\n", "| `'linear'` | $C^0$ (kinked at $t=0$ and $t=T$) | Exactly at $t = T$ | Mild boundaries where simplicity is preferred |\n", "\n", "Key points:\n", "\n", "- **Velocities and zeta** always start from zero and grow towards the full forcing value.\n", "- **Temperature and salinity** start from a user-supplied background value (e.g. a model restart or climatological mean) and relax to the boundary forcing.\n", "- For `'cosine'` and `'linear'`, `ramp_length` means the spin-up is *complete* at $t = T$. For `'tanh'`, it is a timescale: the spin-up is effectively complete at $t \\approx 3T$.\n", "- A shorter `ramp_length` produces a steeper spin-up; a longer one is smoother but delays the model reaching full forcing.\n", "\n", "A typical choice is `ramp_length` between 6 and 24 hours for an hourly-forced coastal model, depending on how energetic the open boundary is." ] } ], "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": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 5 }