{ "cells": [ { "cell_type": "markdown", "id": "609bdbfe", "metadata": {}, "source": [ "# Tidal Harmonic Analysis of Tide Gauge Data\n", "\n", "This notebook demonstrates how to:\n", "\n", "1. Parse a National Oceanography Centre (NOC/BODC) tide gauge record.\n", "2. Perform harmonic analysis using UTide via `pyfvcom2.tide.analyse_harmonics`.\n", "3. Compare the derived amplitudes and phases against TPXO10 Atlas harmonics at\n", " the same location.\n", "4. Overlay the reconstructed tidal signal on the observed record.\n", "\n", "**Dataset:** Devonport (P002) sea-level record for December 2025, 15-minute\n", "sampling, referenced to Admiralty Chart Datum (ACD).\n", "Sourced from BODC under the Open Government Licence.\n", "\n", "**TPXO:** TPXO10 Atlas (30 arc-minute resolution), elevation constituents." ] }, { "cell_type": "code", "execution_count": 1, "id": "4ef83284", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/local1/data/scratch/jcl/miniconda/miniconda3/envs/pyfvcom2/lib/python3.11/site-packages/numpy/lib/_format_impl.py:838: VisibleDeprecationWarning: dtype(): align should be passed as Python or NumPy boolean but got `align=0`. Did you mean to pass a tuple to create a subarray type? (Deprecated NumPy 2.4)\n", " array = pickle.load(fp, **pickle_kwargs)\n" ] } ], "source": [ "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from datetime import datetime\n", "from netCDF4 import date2num\n", "\n", "from pyfvcom2.tide import analyse_harmonics, DEFAULT_CONSTIT, MJD_ZERO_POINT\n", "from pyfvcom2.interpolation import InterpolationCoordinates, TPXOInterpolator\n", "from pyfvcom2.tide_reader import TPXOComplexHarmonicsReader, get_tpxo_complex_harmonics_names\n", "\n", "# ── Data paths ────────────────────────────────────────────────────────────────\n", "DATA_DIR = os.path.expanduser('~/data/pyfvcom2_doc')\n", "GAUGE_FILE = f'{DATA_DIR}/TideGuage/Devonport/Dec2025/DEV2512.txt'\n", "TPXO_DIR = f'{DATA_DIR}/TPXO/DATA/Atlas10v2'\n", "\n", "# Devonport gauge coordinates\n", "GAUGE_LAT = 50.36839\n", "GAUGE_LON = -4.18525\n", "N_HEADER = 12 # fixed-width header lines in the BODC file" ] }, { "cell_type": "markdown", "id": "f253a5e2", "metadata": {}, "source": [ "## 1. Load and parse the tide gauge data\n", "\n", "The BODC fixed-width format has 12 header lines followed by records with\n", "columns: cycle number, date, time, surface elevation (m ACD), residual (m).\n", "Values flagged `M` (unlikely to be realistic) are replaced with `NaN`;\n", "UTide handles gaps and missing data internally." ] }, { "cell_type": "code", "execution_count": 2, "id": "bec160ba", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Records loaded : 2975\n", "Flagged (M) : 597\n", "Period : 2025-12-01 00:15:00 → 2025-12-31 23:45:00\n", "Mean elev (ACD) : 3.639 m\n", "Elev range : 1.131 – 6.086 m\n" ] } ], "source": [ "dates = []\n", "elevations = []\n", "flagged = []\n", "\n", "with open(GAUGE_FILE) as f:\n", " for _ in range(N_HEADER):\n", " next(f)\n", " for line in f:\n", " line = line.strip()\n", " if not line:\n", " continue\n", " parts = line.split()\n", " dates.append(datetime.strptime(f'{parts[1]} {parts[2]}', '%Y/%m/%d %H:%M:%S'))\n", " is_flagged = parts[3].endswith('M')\n", " flagged.append(is_flagged)\n", " elevations.append(float(parts[3].rstrip('M')))\n", "\n", "dates = np.array(dates)\n", "elevations = np.array(elevations, dtype=float)\n", "flagged = np.array(flagged)\n", "\n", "# Replace flagged values with NaN\n", "elevations[flagged] = np.nan\n", "\n", "print(f'Records loaded : {len(dates)}')\n", "print(f'Flagged (M) : {flagged.sum()}')\n", "print(f'Period : {dates[0]} → {dates[-1]}')\n", "print(f'Mean elev (ACD) : {np.nanmean(elevations):.3f} m')\n", "print(f'Elev range : {np.nanmin(elevations):.3f} – {np.nanmax(elevations):.3f} m')" ] }, { "cell_type": "code", "execution_count": 3, "id": "5a1dd3c2", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(14, 3))\n", "ax.plot(dates, elevations, lw=0.6, color='C0', label='Observed')\n", "ax.set_ylabel('Sea level (m ACD)')\n", "ax.set_xlabel('Date')\n", "ax.set_title('Devonport tide gauge — December 2025')\n", "ax.grid(True, alpha=0.3)\n", "fig.autofmt_xdate()\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "de450d4a", "metadata": {}, "source": [ "## 2. Harmonic analysis with UTide\n", "\n", "`analyse_harmonics` is a thin wrapper around `utide.solve` that:\n", "\n", "- accepts a batch of positions simultaneously (`elevations` is `(npositions, ntimes)`);\n", "- re-sorts UTide's output to match the requested constituent order;\n", "- skips positions with `NaN` latitudes (useful for MPI padding; not relevant here).\n", "\n", "For a single gauge we pass `elevations` as shape `(1, ntimes)` and\n", "`latitudes` as `[GAUGE_LAT]`.\n", "\n", "The time series is first demeaned so that the harmonic amplitudes represent\n", "the tidal signal rather than the offset above chart datum." ] }, { "cell_type": "code", "execution_count": 4, "id": "858dc4ff", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Constituent Amplitude (m) Phase (deg)\n", "------------------------------------------\n", " M2 1.6926 151.15\n", " S2 0.6658 189.80\n", " N2 0.3401 119.71\n", " K2 0.2051 165.23\n", " K1 0.0857 124.33\n", " O1 0.0579 340.30\n", " P1 0.0134 57.87\n", " Q1 0.0169 294.61\n", " M4 0.1122 119.75\n", " MS4 0.0379 170.69\n", " MN4 0.0624 94.59\n" ] } ], "source": [ "# Demean: harmonics describe variation, not absolute offset\n", "mean_elev = np.nanmean(elevations)\n", "elev_anomaly = elevations - mean_elev\n", "\n", "# Convert datetimes to Modified Julian Days (what UTide expects)\n", "times_mjd = date2num(dates, units=f'days since {MJD_ZERO_POINT} 00:00:00')\n", "\n", "harmonics, predicted = analyse_harmonics(\n", " times = times_mjd,\n", " elevations= elev_anomaly.reshape(1, -1),\n", " latitudes = np.array([GAUGE_LAT]),\n", " predict = True,\n", " constit = DEFAULT_CONSTIT,\n", " verbose = False,\n", ")\n", "\n", "# Unpack: harmonics shape is (1, 2, nconsts)\n", "# axis 1, index 0 = phase (degrees); index 1 = amplitude (m)\n", "gauge_phase = harmonics[0, 0, :] # degrees\n", "gauge_amplitude = harmonics[0, 1, :] # metres\n", "reconstructed = predicted[0, :] # metres\n", "\n", "print(f\"{'Constituent':>12} {'Amplitude (m)':>14} {'Phase (deg)':>10}\")\n", "print('-' * 42)\n", "for name, amp, phase in zip(DEFAULT_CONSTIT, gauge_amplitude, gauge_phase):\n", " print(f'{name:>12} {amp:>14.4f} {phase:>10.2f}')" ] }, { "cell_type": "markdown", "id": "f66d6257", "metadata": {}, "source": [ "## 3. TPXO10 harmonics at the gauge location\n", "\n", "We use the same TPXO reader used elsewhere in pyfvcom2 to extract elevation\n", "harmonics at the Devonport position. A small bounding box around the gauge\n", "reduces memory usage when loading the global TPXO grid." ] }, { "cell_type": "code", "execution_count": 5, "id": "a4ac06e2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Constituent TPXO amp (m) TPXO phase (deg)\n", "--------------------------------------------\n", " M2 1.6833 154.08\n", " S2 0.5968 205.42\n", " N2 0.3074 137.91\n", " K2 0.1703 202.82\n", " K1 0.0788 113.96\n", " O1 0.0553 347.47\n", " P1 0.0253 108.43\n", " Q1 0.0148 298.30\n", " M4 0.1531 131.60\n", " MS4 0.1001 181.75\n", " MN4 0.0557 98.86\n" ] } ], "source": [ "# Build the per-constituent file dictionary\n", "tpxo_h_files = {\n", " c: f'{TPXO_DIR}/h_{c.lower()}_tpxo10_atlas_30_v2.nc'\n", " for c in DEFAULT_CONSTIT\n", "}\n", "\n", "# Bounding box: 1° margin around the gauge\n", "margin = 1.0\n", "bbox = (GAUGE_LON - margin, GAUGE_LON + margin,\n", " GAUGE_LAT - margin, GAUGE_LAT + margin)\n", "\n", "h_reader = TPXOComplexHarmonicsReader(tpxo_h_files)\n", "h_var_names = get_tpxo_complex_harmonics_names('zeta')\n", "h_harmonics = h_reader.read_harmonics(\n", " list(DEFAULT_CONSTIT), h_var_names,\n", " fill_land=True, bbox=bbox, bbox_margin=0.1,\n", ")\n", "\n", "# Interpolate to the single gauge point\n", "interp_coords = InterpolationCoordinates(\n", " dates=None, x3=None,\n", " x1=np.array([GAUGE_LON]),\n", " x2=np.array([GAUGE_LAT]),\n", " horizontal_coordinate_system='geographic',\n", " vertical_coordinate_system='z',\n", ")\n", "h_result = TPXOInterpolator(h_harmonics).interpolate(interp_coords)\n", "\n", "# h_result.amplitudes shape: (n_points, n_constituents) → take index 0\n", "tpxo_amplitude = np.asarray(h_result.amplitudes)[0, :] # metres\n", "tpxo_phase = np.asarray(h_result.phases)[0, :] # degrees\n", "\n", "# Normalise TPXO phases to [0°, 360°) to match the UTide convention\n", "tpxo_phase = tpxo_phase % 360\n", "\n", "print(f\"{'Constituent':>12} {'TPXO amp (m)':>13} {'TPXO phase (deg)':>14}\")\n", "print('-' * 44)\n", "for name, amp, phase in zip(DEFAULT_CONSTIT, tpxo_amplitude, tpxo_phase):\n", " print(f'{name:>12} {amp:>13.4f} {phase:>14.2f}')" ] }, { "cell_type": "markdown", "id": "87f391f6", "metadata": {}, "source": [ "## 4. Comparison: UTide vs TPXO\n", "\n", "Bar charts of amplitude and phase for each constituent.\n", "\n", "A few things to keep in mind when interpreting the comparison:\n", "\n", "- UTide amplitudes come from a one-month record; seasonal effects and surge\n", " can bias individual constituent estimates slightly.\n", "- TPXO10 Atlas represents long-term tidal climatology — not December 2025\n", " specifically.\n", "- Both phase sets use the **Greenwich phase-lag convention** and are\n", " normalised to **[0°, 360°)** for a consistent visual comparison.\n", "- Small shallow-water constituents (M4, MS4, MN4) may not be well resolved\n", " by TPXO at the coarse 30 arc-minute resolution." ] }, { "cell_type": "code", "execution_count": 6, "id": "da3c23e6", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "constit_labels = list(DEFAULT_CONSTIT)\n", "x = np.arange(len(constit_labels))\n", "w = 0.35\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(12, 8))\n", "\n", "# ── Amplitude ─────────────────────────────────────────────────────────────────\n", "axes[0].bar(x - w/2, gauge_amplitude, w, label='UTide (gauge)', color='C0')\n", "axes[0].bar(x + w/2, tpxo_amplitude, w, label='TPXO10 Atlas', color='C1')\n", "axes[0].set_xticks(x)\n", "axes[0].set_xticklabels(constit_labels)\n", "axes[0].set_ylabel('Amplitude (m)')\n", "axes[0].set_title('Tidal harmonic amplitudes — Devonport')\n", "axes[0].legend()\n", "axes[0].grid(True, axis='y', alpha=0.3)\n", "\n", "# ── Phase ─────────────────────────────────────────────────────────────────────\n", "axes[1].bar(x - w/2, gauge_phase, w, label='UTide (gauge)', color='C0')\n", "axes[1].bar(x + w/2, tpxo_phase, w, label='TPXO10 Atlas', color='C1')\n", "axes[1].set_xticks(x)\n", "axes[1].set_xticklabels(constit_labels)\n", "axes[1].set_ylabel('Phase (°, Greenwich)')\n", "axes[1].set_title('Tidal harmonic phases — Devonport')\n", "axes[1].legend()\n", "axes[1].grid(True, axis='y', alpha=0.3)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b97b9000", "metadata": {}, "source": [ "## 5. Reconstructed tide vs observations\n", "\n", "UTide's `predict=True` flag returned a time series reconstructed from the\n", "fitted harmonics. Overlaying it on the raw observations shows how well the\n", "harmonic model captures the observed signal, and makes the residual (surge +\n", "model error) visible." ] }, { "cell_type": "code", "execution_count": 7, "id": "665ce92e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "residual = elev_anomaly - reconstructed # non-tidal residual\n", "\n", "fig, axes = plt.subplots(2, 1, figsize=(14, 7), sharex=True)\n", "\n", "# Panel 1: observed anomaly with reconstructed tide\n", "axes[0].plot(dates, elev_anomaly, lw=0.7, color='C0', alpha=0.8, label='Observed (demeaned)')\n", "axes[0].plot(dates, reconstructed, lw=1.2, color='C3', label='Reconstructed (UTide)')\n", "axes[0].set_ylabel('Sea level anomaly (m)')\n", "axes[0].set_title('Devonport — observed vs reconstructed tidal signal')\n", "axes[0].legend(loc='upper right')\n", "axes[0].grid(True, alpha=0.3)\n", "\n", "# Panel 2: non-tidal residual\n", "axes[1].plot(dates, residual, lw=0.7, color='C2')\n", "axes[1].axhline(0, color='k', lw=0.8, ls='--')\n", "axes[1].set_ylabel('Residual (m)')\n", "axes[1].set_xlabel('Date')\n", "axes[1].set_title('Non-tidal residual (observed − reconstructed)')\n", "axes[1].grid(True, alpha=0.3)\n", "\n", "rms = np.sqrt(np.nanmean(residual**2))\n", "axes[1].text(0.02, 0.92, f'RMS residual: {rms:.3f} m',\n", " transform=axes[1].transAxes, fontsize=9)\n", "\n", "fig.autofmt_xdate()\n", "plt.tight_layout()\n", "plt.show()" ] } ], "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 }