{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Tutorial on how to use Parcels on NEMO curvilinear grids" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Parcels also supports [curvilinear grids](https://www.nemo-ocean.eu/doc/node108.html) such as those used in the [NEMO models](https://www.nemo-ocean.eu/).\n", "\n", "We will be using the example data in the `NemoCurvilinear_data/` directory. These fields are a purely zonal flow on an aqua-planet (so zonal-velocity is 1 m/s and meridional-velocity is 0 m/s everywhere, and no land). However, because of the curvilinear grid, the `U` and `V` fields vary north of 20N." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Compiled ParcelsRandom ==> C:\\Users\\GEBRUI~1\\AppData\\Local\\Temp\\parcels-tmp\\libparcels_random_2dd98a77-1098-4d48-a870-a9bfe10931aa.so\n" ] } ], "source": [ "from parcels import FieldSet, ParticleSet, JITParticle, ParticleFile, plotTrajectoriesFile\n", "from parcels import AdvectionRK4\n", "import numpy as np\n", "from datetime import timedelta as delta\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can create a `FieldSet` just like we do for normal grids.\n", "Note that NEMO is discretised on a C-grid. U and V velocities are not located on the same nodes (see https://www.nemo-ocean.eu/doc/node19.html ).\n", "\n", "```\n", " __V1__\n", "| |\n", "U0 U1\n", "|__V0__|\n", "```\n", "\n", "To interpolate U, V velocities on the C-grid, Parcels needs to read the f-nodes, which are located on the corners of the cells (for indexing details: https://www.nemo-ocean.eu/doc/img360.png )." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Casting lon data to np.float32\n", "WARNING: Casting lat data to np.float32\n", "WARNING: Casting depth data to np.float32\n" ] } ], "source": [ "data_path = 'NemoCurvilinear_data/'\n", "filenames = {'U': {'lon': data_path + 'mesh_mask.nc4',\n", " 'lat': data_path + 'mesh_mask.nc4',\n", " 'data': data_path + 'U_purely_zonal-ORCA025_grid_U.nc4'},\n", " 'V': {'lon': data_path + 'mesh_mask.nc4',\n", " 'lat': data_path + 'mesh_mask.nc4',\n", " 'data': data_path + 'V_purely_zonal-ORCA025_grid_V.nc4'}}\n", "variables = {'U': 'U',\n", " 'V': 'V'}\n", "dimensions = {'lon': 'glamf', 'lat': 'gphif', 'time': 'time_counter'}\n", "field_set = FieldSet.from_nemo(filenames, variables, dimensions, allow_time_extrapolation=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And we can plot the `U` field." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Field.show() does not always correctly determine the domain for curvilinear grids. Use plotting with caution and perhaps use domain argument as in the NEMO 3D tutorial\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "field_set.U.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you see above, the `U` field indeed is 1 m/s south of 20N, but varies with longitude and latitude north of that\n", "\n", "Now we can run particles as normal. Parcels will take care to rotate the `U` and `V` fields" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Compiled JITParticleAdvectionRK4periodicBC ==> C:\\Users\\GEBRUI~1\\AppData\\Local\\Temp\\parcels-tmp\\f2f5255b84aa2e4798dac710ca472c26_0.dll\n" ] } ], "source": [ "# Start 20 particles on a meridional line at 180W\n", "npart = 20\n", "lonp = -180 * np.ones(npart)\n", "latp = [i for i in np.linspace(-70, 88, npart)]\n", "\n", "# Create a periodic boundary condition kernel\n", "def periodicBC(particle, fieldset, time):\n", " if particle.lon > 180:\n", " particle.lon -= 360\n", "\n", "pset = ParticleSet.from_list(field_set, JITParticle, lon=lonp, lat=latp)\n", "pfile = ParticleFile(\"nemo_particles\", pset, outputdt=delta(days=1))\n", "kernels = pset.Kernel(AdvectionRK4) + periodicBC\n", "pset.execute(kernels, runtime=delta(days=50), dt=delta(hours=6),\n", " output_file=pfile)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And then we can plot these trajectories. As expected, all trajectories go exactly zonal and due to the curvature of the earth, ones at higher latitude move more degrees eastward (even though the distance in km is equal for all particles)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "pfile.export() # export the trajectory data to a netcdf file\n", "plotTrajectoriesFile(\"nemo_particles.nc\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Speeding up `ParticleSet` initialisation by efficiently finding particle start-locations on the `Grid`\n", "On a Curvilinear grid, determining the location of each `Particle` on the grid is more complicated and therefore takes longer than on a Rectilinear grid. Since Parcels version 2.2.2, a function is available on the `ParticleSet` class, that speeds up the look-up. After creating the `ParticleSet`, but before running the `ParticleSet.execute()`, simply call the function `ParticleSet.populate_indices()`. Note that this only works if you have the [`pykdtree`](https://anaconda.org/conda-forge/pykdtree) package installed, which is only included in the Parcels dependencies in version >= 2.2.2" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "pset = ParticleSet.from_list(field_set, JITParticle, lon=lonp, lat=latp)\n", "pset.populate_indices()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.11" } }, "nbformat": 4, "nbformat_minor": 4 }