{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Directional Wave Spectrum from NDBC Buoys\n", "\n", "Some NDBC buoys measure the full directional wave spectrum. \n", "A directional wave spectrum $S(f,\\theta)$ contains the sea elevation information over all different directions. \n", "This can be used, for instance, to (1) reconstruct a sea surface elevation time-history over some area (as opposed to at just one point), or (2) to calculate the effect of wave loads on a non-axissymetric structure. \n", "It is constructed from the omnidirectional spectrum $S(f)$ and a spread function $D(f, \\theta)$ as\n", "\n", "$$\n", "S(f, \\theta) = S(f)D(f, \\theta).\n", "$$ \n", "\n", "NDBC stores this information in 5 parameters, each stored in a different file. One parameter (`swden`) is simply the omnidirectional spectrum, while the other 4 (`swdir`, `swdir2`, `swr1`, `swr2`) are used to reconstruct the spread function. For more information on the the parameters and reconstruction see the *Spectral Wave Data* section in [this NDBC site](https://www.ndbc.noaa.gov/measdes.shtml).\n", "\n", "In this example we will: \n", "* check if a specific buoy has directional information and request that data\n", "* reconstruct and plot the directional wave spectrum $S(f, \\theta)$\n", "* take a deeper look at the omnidirectional spectrum $S(f)$ and spread function $D(f, \\theta)$ separately\n", "* calculate and plot the energy spectrum\n", "\n", "We use functions from both the `wave.io.ndbc` and `wave.graphics` submodules. We start by importing `numpy` and MHKiT's `wave` module. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from mhkit import wave" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Request Data\n", "First, we will check if the buoy we're interested in–42012—has directional data. To do this we use the `wave.io.ndbc.available_data` function with any one of the 4 parameters used for the spread function. \n", "We can see that this buoy does have directional data for the years 2009-2021." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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idyearfilename
31242012200942012d2009.txt.gz
31342012201042012d2010.txt.gz
31442012201142012d2011.txt.gz
31542012201242012d2012.txt.gz
31642012201342012d2013.txt.gz
31742012201442012d2014.txt.gz
31842012201542012d2015.txt.gz
31942012201642012d2016.txt.gz
32042012201742012d2017.txt.gz
32142012201842012d2018.txt.gz
32242012201942012d2019.txt.gz
32342012202042012d2020.txt.gz
32442012202142012d2021.txt.gz
\n", "
" ], "text/plain": [ " id year filename\n", "312 42012 2009 42012d2009.txt.gz\n", "313 42012 2010 42012d2010.txt.gz\n", "314 42012 2011 42012d2011.txt.gz\n", "315 42012 2012 42012d2012.txt.gz\n", "316 42012 2013 42012d2013.txt.gz\n", "317 42012 2014 42012d2014.txt.gz\n", "318 42012 2015 42012d2015.txt.gz\n", "319 42012 2016 42012d2016.txt.gz\n", "320 42012 2017 42012d2017.txt.gz\n", "321 42012 2018 42012d2018.txt.gz\n", "322 42012 2019 42012d2019.txt.gz\n", "323 42012 2020 42012d2020.txt.gz\n", "324 42012 2021 42012d2021.txt.gz" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buoy = '42012'\n", "wave.io.ndbc.available_data('swdir', buoy)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will ask for the data for 2021. To do this we use the `wave.io.ndbc.request_directional_data` function. We see that the spectrum is calculated over ~1hour which results in 8572 different timestamps. We also see there are 47 frequency bins." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:    (date: 8572, frequency: 47)\n",
       "Coordinates:\n",
       "  * date       (date) datetime64[ns] 2021-01-01T00:40:00 ... 2021-12-31T23:40:00\n",
       "  * frequency  (frequency) float64 0.02 0.0325 0.0375 ... 0.445 0.465 0.485\n",
       "Data variables:\n",
       "    swden      (date, frequency) float64 0.0 0.0 0.0 0.0 ... 0.01 0.01 0.02 0.0\n",
       "    swdir      (date, frequency) float64 194.0 13.0 6.0 ... 173.0 167.0 159.0\n",
       "    swdir2     (date, frequency) float64 191.0 11.0 9.0 ... 178.0 169.0 106.0\n",
       "    swr1       (date, frequency) float64 0.16 0.26 0.21 0.41 ... 0.76 0.87 0.63\n",
       "    swr2       (date, frequency) float64 0.99 0.93 0.9 0.84 ... 0.28 0.67 0.1
" ], "text/plain": [ "\n", "Dimensions: (date: 8572, frequency: 47)\n", "Coordinates:\n", " * date (date) datetime64[ns] 2021-01-01T00:40:00 ... 2021-12-31T23:40:00\n", " * frequency (frequency) float64 0.02 0.0325 0.0375 ... 0.445 0.465 0.485\n", "Data variables:\n", " swden (date, frequency) float64 0.0 0.0 0.0 0.0 ... 0.01 0.01 0.02 0.0\n", " swdir (date, frequency) float64 194.0 13.0 6.0 ... 173.0 167.0 159.0\n", " swdir2 (date, frequency) float64 191.0 11.0 9.0 ... 178.0 169.0 106.0\n", " swr1 (date, frequency) float64 0.16 0.26 0.21 0.41 ... 0.76 0.87 0.63\n", " swr2 (date, frequency) float64 0.99 0.93 0.9 0.84 ... 0.28 0.67 0.1" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "year = 2021\n", "data_all = wave.io.ndbc.request_directional_data(buoy, year)\n", "data_all" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Elevation Variance Spectrum\n", "We now use the data we requested and reconstruct the directional elevation variance spectrum. \n", "The first step is to decide on the resolution of wave direction. Here we calculate the spectrum every 2 degrees. \n", "For the reconstruction we use the `wave.io.ndbc.create_directional_spectrum` function.\n", "You can see the spectrum has the correct shape of 47 frequencies x 180 directions, and the units are indicated in the attributes." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray (frequency: 47, direction: 180)>\n",
       "array([[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "       [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "       [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n",
       "       ...,\n",
       "       [2.21512935e-04, 3.00007246e-04, 3.89537948e-04, ...,\n",
       "        4.78972678e-05, 9.59294370e-05, 1.53638415e-04],\n",
       "       [5.05171904e-04, 5.68137407e-04, 6.34119449e-04, ...,\n",
       "        3.34637188e-04, 3.88407564e-04, 4.45255232e-04],\n",
       "       [2.26590428e-04, 2.84552135e-04, 3.45964024e-04, ...,\n",
       "        7.35307830e-05, 1.21080223e-04, 1.72097824e-04]])\n",
       "Coordinates:\n",
       "  * frequency  (frequency) float64 0.02 0.0325 0.0375 ... 0.445 0.465 0.485\n",
       "  * direction  (direction) float64 0.0 2.0 4.0 6.0 ... 352.0 354.0 356.0 358.0\n",
       "Attributes:\n",
       "    units:          m^2/Hz/deg\n",
       "    long_name:      Elevation variance spectrum\n",
       "    standard_name:  spectrum\n",
       "    description:    *Elevation variance (m^2)* spectrum (/Hz/deg).
" ], "text/plain": [ "\n", "array([[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n", " [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n", " [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n", " 0.00000000e+00, 0.00000000e+00, 0.00000000e+00],\n", " ...,\n", " [2.21512935e-04, 3.00007246e-04, 3.89537948e-04, ...,\n", " 4.78972678e-05, 9.59294370e-05, 1.53638415e-04],\n", " [5.05171904e-04, 5.68137407e-04, 6.34119449e-04, ...,\n", " 3.34637188e-04, 3.88407564e-04, 4.45255232e-04],\n", " [2.26590428e-04, 2.84552135e-04, 3.45964024e-04, ...,\n", " 7.35307830e-05, 1.21080223e-04, 1.72097824e-04]])\n", "Coordinates:\n", " * frequency (frequency) float64 0.02 0.0325 0.0375 ... 0.445 0.465 0.485\n", " * direction (direction) float64 0.0 2.0 4.0 6.0 ... 352.0 354.0 356.0 358.0\n", "Attributes:\n", " units: m^2/Hz/deg\n", " long_name: Elevation variance spectrum\n", " standard_name: spectrum\n", " description: *Elevation variance (m^2)* spectrum (/Hz/deg)." ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "date = np.datetime64('2021-02-21T12:40:00')\n", "data = data_all.sel(date=date)\n", "directions = np.arange(0, 360, 2.0)\n", "spectrum = wave.io.ndbc.create_directional_spectrum(data, directions)\n", "spectrum" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We finally plot the spectrum using the `wave.graphics.plot_directional_spectrum` function. Notice that there are negative values, which is due to NDBC's analysis approach which results in negative values far from the mean direction. From [this NDBC site](https://www.ndbc.noaa.gov/measdes.shtml): \n", "> $D(f,\\theta)$ can take on negative values because of the trigonometric sine and cosine functions. There are several approaches to prevent or deal with the negative values. For more information and discussion of some approaches see: Use of advanced directional wave spectra analysis methods, M. D. Earle, K. E. Steele, and D. W. C. Wang, Ocean Engineering, Volume 26, Issue 12, December 1999, Pages 1421-1434." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wave.graphics.plot_directional_spectrum(spectrum)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now show a few other ways of plotting this directional spectra. \n", "In the first plot below we set a minimum value of $0.3m^2/Hz$. \n", "In the second plot, we plot 3 contour lines with no fill. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wave.graphics.plot_directional_spectrum(spectrum, min=0.3)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wave.graphics.plot_directional_spectrum(spectrum, min=0.3, fill=False, nlevels=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Components\n", "In this section we will look plot both the omnidirectional spectrum $S(f)$ and the spread function $D(f, \\theta)$ separately. Remember that the spectrum above was given by $S(f)D(f, \\theta)$." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spread = wave.io.ndbc.create_spread_function(data, directions)\n", "wave.graphics.plot_directional_spectrum(spread, name=\"Spread\", units=\"1\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Energy Spectrum\n", "Finally, we show how to calculate and plot other spectra. \n", "Here we show the energy spectrum, which is proportional to the elevation variance spectrum with a proportionality constant of $\\rho g$. That is, $S_E(f, \\theta) = \\rho g S(f, \\theta)$. We provide the plotting function additional information so that it displays the correct name and units. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rho = 1025 # kg/m^3\n", "g = 9.81 # m/s^2\n", "wave.graphics.plot_directional_spectrum(spectrum*rho*g, name=\"Energy\", units=\"J\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.9.13 ('.venv': venv)", "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": "3.9.13" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "15fd306e44580d8cf431083454c399b84f9cc4f7f2c761501397671836835f49" } } }, "nbformat": 4, "nbformat_minor": 2 }