{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# An Argo float\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial shows how simple it is to construct a Kernel in Parcels that mimics the [vertical movement of Argo floats](https://www.aoml.noaa.gov/phod/argo/images/argo_float_mission.jpg).\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Define the new Kernel that mimics Argo vertical movement\n", "def ArgoVerticalMovement(particle, fieldset, time):\n", " driftdepth = 1000 # maximum depth in m\n", " maxdepth = 2000 # maximum depth in m\n", " vertical_speed = 0.10 # sink and rise speed in m/s\n", " cycletime = 10 * 86400 # total time of cycle in seconds\n", " drifttime = 9 * 86400 # time of deep drift in seconds\n", "\n", " if particle.cycle_phase == 0:\n", " # Phase 0: Sinking with vertical_speed until depth is driftdepth\n", " particle_ddepth += vertical_speed * particle.dt\n", " if particle.depth + particle_ddepth >= driftdepth:\n", " particle_ddepth = driftdepth - particle.depth\n", " particle.cycle_phase = 1\n", "\n", " elif particle.cycle_phase == 1:\n", " # Phase 1: Drifting at depth for drifttime seconds\n", " particle.drift_age += particle.dt\n", " if particle.drift_age >= drifttime:\n", " particle.drift_age = 0 # reset drift_age for next cycle\n", " particle.cycle_phase = 2\n", "\n", " elif particle.cycle_phase == 2:\n", " # Phase 2: Sinking further to maxdepth\n", " particle_ddepth += vertical_speed * particle.dt\n", " if particle.depth + particle_ddepth >= maxdepth:\n", " particle_ddepth = maxdepth - particle.depth\n", " particle.cycle_phase = 3\n", "\n", " elif particle.cycle_phase == 3:\n", " # Phase 3: Rising with vertical_speed until at surface\n", " particle_ddepth -= vertical_speed * particle.dt\n", " # particle.temp = fieldset.temp[time, particle.depth, particle.lat, particle.lon] # if fieldset has temperature\n", " if particle.depth + particle_ddepth <= fieldset.mindepth:\n", " particle_ddepth = fieldset.mindepth - particle.depth\n", " # particle.temp = 0./0. # reset temperature to NaN at end of sampling cycle\n", " particle.cycle_phase = 4\n", "\n", " elif particle.cycle_phase == 4:\n", " # Phase 4: Transmitting at surface until cycletime is reached\n", " if particle.cycle_age > cycletime:\n", " particle.cycle_phase = 0\n", " particle.cycle_age = 0\n", "\n", " if particle.state == StatusCode.Evaluate:\n", " particle.cycle_age += particle.dt # update cycle_age" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "And then we can run Parcels with this 'custom kernel'.\n", "\n", "Note that below we use the two-dimensional velocity fields of GlobCurrent, as these are provided as example_data with Parcels.\n", "\n", "We therefore assume that the horizontal velocities are the same throughout the entire water column. However, the `ArgoVerticalMovement` kernel will work on any `FieldSet`, including from full three-dimensional hydrodynamic data.\n", "\n", "If the hydrodynamic data also has a Temperature Field, then uncommenting the lines about temperature will also simulate the sampling of temperature.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO: Output files are stored in argo_float.zarr.\n", "100%|██████████| 2592000.0/2592000.0 [00:20<00:00, 129080.81it/s]\n" ] } ], "source": [ "from datetime import timedelta\n", "\n", "import numpy as np\n", "\n", "from parcels import (\n", " AdvectionRK4,\n", " FieldSet,\n", " JITParticle,\n", " ParticleSet,\n", " StatusCode,\n", " Variable,\n", " download_example_dataset,\n", ")\n", "\n", "# Load the GlobCurrent data in the Agulhas region from the example_data\n", "example_dataset_folder = download_example_dataset(\"GlobCurrent_example_data\")\n", "filenames = {\n", " \"U\": f\"{example_dataset_folder}/20*.nc\",\n", " \"V\": f\"{example_dataset_folder}/20*.nc\",\n", "}\n", "variables = {\n", " \"U\": \"eastward_eulerian_current_velocity\",\n", " \"V\": \"northward_eulerian_current_velocity\",\n", "}\n", "dimensions = {\"lat\": \"lat\", \"lon\": \"lon\", \"time\": \"time\"}\n", "fieldset = FieldSet.from_netcdf(filenames, variables, dimensions)\n", "# uppermost layer in the hydrodynamic data\n", "fieldset.mindepth = fieldset.U.depth[0]\n", "\n", "\n", "# Define a new Particle type including extra Variables\n", "ArgoParticle = JITParticle.add_variables(\n", " [\n", " # Phase of cycle:\n", " # init_descend=0,\n", " # drift=1,\n", " # profile_descend=2,\n", " # profile_ascend=3,\n", " # transmit=4\n", " Variable(\"cycle_phase\", dtype=np.int32, initial=0.0),\n", " Variable(\"cycle_age\", dtype=np.float32, initial=0.0),\n", " Variable(\"drift_age\", dtype=np.float32, initial=0.0),\n", " # if fieldset has temperature\n", " # Variable('temp', dtype=np.float32, initial=np.nan),\n", " ]\n", ")\n", "\n", "# Initiate one Argo float in the Agulhas Current\n", "pset = ParticleSet(\n", " fieldset=fieldset, pclass=ArgoParticle, lon=[32], lat=[-31], depth=[0]\n", ")\n", "\n", "# combine Argo vertical movement kernel with built-in Advection kernel\n", "kernels = [ArgoVerticalMovement, AdvectionRK4]\n", "\n", "# Create a ParticleFile object to store the output\n", "output_file = pset.ParticleFile(\n", " name=\"argo_float\",\n", " outputdt=timedelta(minutes=15),\n", " chunks=(1, 500), # setting to write in chunks of 500 observations\n", ")\n", "\n", "# Now execute the kernels for 30 days, saving data every 30 minutes\n", "pset.execute(\n", " kernels,\n", " runtime=timedelta(days=30),\n", " dt=timedelta(minutes=15),\n", " output_file=output_file,\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Now we can plot the trajectory of the Argo float with some simple calls to netCDF4 and matplotlib\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import xarray as xr\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "ds = xr.open_zarr(\"argo_float.zarr\")\n", "x = ds[\"lon\"][:].squeeze()\n", "y = ds[\"lat\"][:].squeeze()\n", "z = ds[\"z\"][:].squeeze()\n", "ds.close()\n", "\n", "fig = plt.figure(figsize=(13, 10))\n", "ax = plt.axes(projection=\"3d\")\n", "cb = ax.scatter(x, y, z, c=z, s=20, marker=\"o\")\n", "ax.set_xlabel(\"Longitude\")\n", "ax.set_ylabel(\"Latitude\")\n", "ax.set_zlabel(\"Depth (m)\")\n", "ax.set_zlim(np.max(z), 0)\n", "plt.show()" ] } ], "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 2 }