{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# ROMS - Forward tracking\n", "\n", "*PyLag* includes support for reading in Regional Ocean Modelling System (*ROMS*) outputs and using them to track the movement of particles in the simulated flow field. Here we demonstrate this functionality using outputs from a multi-year numerical simulation of flow and water properties over the Texas-Louisiana contintal shelf. *ROMS* outputs for the region have been made available via a [public thredds server](http://barataria.tamu.edu/thredds/dodsC/NcML/txla_hindcast_agg.html) that has been set up by the [Physical Oceanography Numerical Group (PONG)](http://pong.tamu.edu/people.html) from [Texas A&M University](https://www.tamu.edu/). For convenience, a small subset of the full dataset has been pulled and uploaded to [google drive](https://drive.google.com/open?id=15UX7Y9JnuLpnPAz700mzmzd917nTClxR) with the other input datasets used when generating *PyLag's* documentation. If you would like to run the code in this notebook interactively, download the data into a directory of your chooising. By default, the notebook will look for these files in the directory `${HOME}/data/pylag_doc`. To change this, simply update the *data_dir* path below." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "import matplotlib\n", "import os\n", "import pathlib\n", "\n", "warnings.filterwarnings('ignore')\n", "\n", "# Ensure inline plotting\n", "%matplotlib inline\n", "\n", "# Root directory for PyLag example input files\n", "home_dir = os.environ['HOME']\n", "data_dir = f'{home_dir}/data/pylag_doc'\n", "\n", "# Keep a copy of the cwd\n", "cwd = os.getcwd()\n", "\n", "# Create run directory\n", "simulation_dir = f'{cwd}/simulations/roms_texas'\n", "pathlib.Path(simulation_dir).mkdir(parents=True, exist_ok=True) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Background\n", "\n", "The Regional Ocean Modelling System (*ROMS*) is a free-surface, terrain-following, primitive equation ocean model. In the horizontal, the model employs a structured, curvilinear grid. The grid is a staggered, Arakawa C-grid. In the vertical, the model employs a generalized vertical, terrain-following coordinate system.\n", "\n", "On the Arakawa C-grid, u-, v- and w- velocity components are evaluated on cell faces while all active and passive tracers are evaluated at cell centres. While ignoring those variables defined at cell corners, this effectively yields three separate horizontal grids for the U-, V- and rho-points; and two separate vertical grids for rho- and w-points. To handle grids of this type, *PyLag* contructs three separate horizontal unstructured grids and two separate vertical grids for the purpose of locating particles and interpolating field data at a given particle's location.\n", "\n", "The adopted approach works best for *ROMS* configurations in which the model grid is rectilinear, with u and v velocity components defined along lines of constant longitude and latitude. In this case, the model essentially reflects the approach taken in the LTRANS particle tracking model (North et al, 2011). Rudimentary support for setups involving curvilinear grids with u and v velocity components defined on the native model grid is also included. In such cases, *PyLag* first moves the u and v velocity components to rho points, then rotates the velocity vector onto a lat-lon geographic grid. It is anticipated this approach is likely sufficient for the majority of applications, especially those focussed on simulating particle dynamics and marine connectivity. However, there are two negative consequences of the adopted approach. First, the remapped velocity field is no longer identical to that generated by *ROMS*, which may negatively impact the representation of the flow field, especially around land boundaries; and b) model run times are increased, since rotating the velocity field, which is done on the fly, is a CPU intensive operation that invokes multiple calls to transcendental functions. In the future, to negate these problems, an approach similar to that used in *TRACMASS* (Döös et al, 2017) or *Parcels* (Delandmeter et al, 2019) could be implemented, although this would also necessitate extending the model to include more general support for tracking particles on quadrilateral grids.\n", "\n", "The example uses outputs from a high resolution hindcast simulation of the Texas-Louisianna continental shelf region, based on a *ROMS* setup that uses a curvilinear grid. The hindcast has been run from 1993 through to the present day. More information on the model system along with links to scientific papers can be found [here](http://pong.tamu.edu/research.html). In the example, forward in time particle tracks are created for a short (two day) simulation.\n", "\n", "A map of the model domain with the bathymetry shaded is shown below." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from netCDF4 import Dataset\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "from pylag.processing.plot import create_figure, colourmap\n", "from pylag.processing.plot import ArakawaCPlotter\n", "\n", "# The name of the grid metrics file\n", "grid_metrics_file_name = f'{data_dir}/txla_hindcast_grid_metrics.nc'\n", "\n", "# Read the bathymetry\n", "ds = Dataset(grid_metrics_file_name, 'r')\n", "bathy = -ds.variables['h'][:]\n", "ds.close()\n", "\n", "# Create figure\n", "font_size = 15\n", "cmap = colourmap('h_r')\n", "fig, ax = create_figure(figure_size=(26., 26.), projection=ccrs.PlateCarree(),\n", " font_size=font_size, bg_color='white')\n", "\n", "# Configure plotter\n", "plotter = ArakawaCPlotter(grid_metrics_file_name,\n", " geographic_coords=True,\n", " font_size=font_size)\n", "\n", "# Plot bathymetry\n", "extents = None\n", "ax, plot = plotter.plot_field(ax, 'grid_rho', bathy, extents=extents, add_colour_bar=True,\n", " cb_label='Depth (m)', vmin=None, vmax=0., cmap=cmap)\n", "\n", "ax.add_feature(cfeature.NaturalEarthFeature('physical', 'land', '10m',\n", " edgecolor='face',\n", " facecolor=cfeature.COLORS['land_alt1']));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When making the above plot, grid information was read in from a [grid metrics](../documentation/overview.ipynb) file, which has been pre-generated for the purpose of running the example." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setting particle initial positions\n", "\n", "We will create an initial position file in which to record [particle initial positions](../documentation/getting_started.ipynb). This will be read in by *PyLag* and used to create the initial particle seed. Particles will be released from a single release zone, which is located south of Marsh Island. The release zone will have a radius of 10000 m, and will contain 100 particles." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from pylag.processing.coordinate import utm_from_lonlat, lonlat_from_utm\n", "from pylag.processing.release_zone import create_release_zone\n", "from pylag.processing.input import create_initial_positions_file_single_group\n", "\n", "# The group ID of this particle set\n", "group_id = 1\n", "\n", "# Lat and lon coordiantes for the centre of the release zone\n", "lat = 29.2\n", "lon = -91.8\n", "\n", "# Release zone radius (m)\n", "radius = 10000.0\n", "\n", "# Target number of particles to be released. Only a target,\n", "# since we are evenly distributing particles in the release\n", "# zone, which has no unique solution.\n", "n_particles_target = 100\n", "\n", "# Release depths\n", "depth_below_surface = 0.0\n", "\n", "# Create the release zone\n", "surface_release_zone = create_release_zone(group_id = group_id,\n", " radius = radius,\n", " centre = [lon, lat],\n", " coordinate_system = 'geographic',\n", " n_particles = n_particles_target,\n", " depth = depth_below_surface,\n", " random = False)\n", "\n", "# Get the actual number of particles\n", "n_particles = surface_release_zone.get_number_of_particles()\n", "\n", "# Get coordinates\n", "lons, lats, depths = surface_release_zone.get_coordinates()\n", "\n", "# Create input sub-directory\n", "input_dir = f'{simulation_dir}/input'\n", "pathlib.Path(input_dir).mkdir(parents=True, exist_ok=True) \n", "\n", "# Output filename\n", "file_name = f'{input_dir}/initial_positions.dat'\n", "\n", "# Write data to file\n", "create_initial_positions_file_single_group(file_name,\n", " n_particles,\n", " group_id,\n", " lons,\n", " lats,\n", " depths)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To see the initial positions of particles, we can simply plot them. Note the ordered scattering of particles within the circular release zone, which is clearly visibile after zooming in on the release zone." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "\n", "# Create figure\n", "font_size = 15\n", "cmap = colourmap('h_r')\n", "fig, ax = create_figure(figure_size=(26., 26.), projection=ccrs.PlateCarree(),\n", " font_size=font_size, bg_color='gray')\n", "\n", "# Configure plotter\n", "plotter = ArakawaCPlotter(grid_metrics_file_name,\n", " geographic_coords=True,\n", " font_size=font_size)\n", "\n", "# Plot bathymetry\n", "extents = np.array([-92.5, -91.1, 28.6, 29.8], dtype=float)\n", "ax, plot = plotter.plot_field(ax, 'grid_rho', bathy, extents=extents, add_colour_bar=True,\n", " cb_label='Depth (m)', vmin=-60., vmax=0., cmap=cmap)\n", "\n", "# Plot particle initial positions\n", "plotter.scatter(ax, 'grid_rho', lons, lats, configure=True, extents=extents, s=16,\n", " color='#e50000', edgecolors='none');\n", "\n", "# Add land\n", "ax.add_feature(cfeature.NaturalEarthFeature('physical', 'land', '10m',\n", " edgecolor='face',\n", " facecolor=cfeature.COLORS['land_alt1']));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating a ROMS grid metrics file\n", "\n", "When running with a new input dataset, it is necessary to generate a [grid metrics](../documentation/overview.ipynb) file. The grid metrics file holds information about the grid on which data are defined. *PyLag* reads this file in during model start up. The data is pre-generated, so that the grid information can be reused in later simulations using the same input dataset. This avoids incurring repeated costs associated with generating the data. As stated above, a grid metrics file for this example has been pre-generated; indeed, it was used to create the above plot of the domain's bathymetry. However, for the sake of completeness, we regenerate the grid metrics file so it is clear how this is done in an end-to-end example. To generate a new ROMS grid metrics file, we need an ROMS output file for the domain in question. At a minimum, this should conain the list of dimensions and variables given below when running with a curvilinear grid. If the grid is rectilinear, the `angle` argument can be omitted. Further assistance on the creation of ROMS grid metrics file can be found in the help pages for the module `pylag.grid_metrics`." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading variable `h` ... done\n", "Sorting axes for variable `h`... done\n", "Reading variable `angle` ... done\n", "Sorting axes for variable `angle`... done\n", "\n", "Processing grid_u variables ...\n", "Reading variable `lon_u` ... done\n", "Reading variable `lat_u` ... done\n", "Sorting axes for variable `lon_u`... done\n", "Sorting axes for variable `lat_u`... done\n", "Calculating lons and lats at element centres ... done\n", "\n", "Processing grid_v variables ...\n", "Reading variable `lon_v` ... done\n", "Reading variable `lat_v` ... done\n", "Sorting axes for variable `lon_v`... done\n", "Sorting axes for variable `lat_v`... done\n", "Calculating lons and lats at element centres ... done\n", "\n", "Processing grid_rho variables ...\n", "Reading variable `lon_rho` ... done\n", "Reading variable `lat_rho` ... done\n", "Sorting axes for variable `lon_rho`... done\n", "Sorting axes for variable `lat_rho`... done\n", "Calculating lons and lats at element centres ... done\n", "\n", "Processing grid_psi variables ...\n", "Reading variable `lon_psi` ... done\n", "Reading variable `lat_psi` ... done\n", "Sorting axes for variable `lon_psi`... done\n", "Sorting axes for variable `lat_psi`... done\n", "Calculating lons and lats at element centres ... done\n", "\n", "Calculating land sea mask ...\n", "Reading variable `mask_rho` ... done\n", "Sorting axes for variable `mask_rho`... done\n", "\n", "Reading vertical grid vars\n", "Reading variable `s_rho` ... done\n", "Reading variable `Cs_r` ... done\n", "Reading variable `s_w` ... done\n", "Reading variable `Cs_w` ... done\n", "Reading variable `hc` ... done\n", "\n", "Creating grid metrics file /users/modellers/jcl/code/git/PyLag/PyLag/doc/source/examples/simulations/roms_texas/input/grid_metrics.nc\n" ] } ], "source": [ "from pylag.grid_metrics import create_roms_grid_metrics_file\n", "\n", "# A ROMS output file\n", "roms_file_name = f'{data_dir}/txla_hindcast_agg_0001.nc'\n", "\n", "# The name of the output file\n", "grid_metrics_file_name = f'{input_dir}/grid_metrics.nc'.format(input_dir)\n", "\n", "# Optional variable names\n", "angles_var_name='angle'\n", "vtransform=2\n", "\n", "# Generate the file\n", "create_roms_grid_metrics_file(roms_file_name,\n", " angles_var_name=angles_var_name,\n", " grid_metrics_file_name=grid_metrics_file_name,\n", " vtransform=vtransform)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating the run configuration file\n", "\n", "As in the other examples, a template [run configuration](../documentation/getting_started.ipynb) file has been provided. We will use configparser to look at some settings specific to the example. First, we read in the file, then we print out some of the key options for the run:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Start time: 2018-06-29 00:00:00\n", "End time: 2018-06-30 23:00:00\n", "Time direction: forward\n", "Number of particle releases: 1\n", "Use depth restoring: True\n", "Restore particles to a depth of: 0.0 m\n", "Model name: ROMS\n", "Coordinate system: geographic\n", "Data directory: \n", "Path to grid metrics file: \n", "File name stem of input files: txla_hindcast_agg\n" ] } ], "source": [ "import configparser\n", "\n", "config_file_name = './configs/roms_txla_template.cfg'\n", "\n", "cf = configparser.ConfigParser()\n", "cf.read(config_file_name)\n", "\n", "# Start time\n", "print(f\"Start time: {cf.get('SIMULATION', 'start_datetime')}\")\n", "\n", "# End time\n", "print(f\"End time: {cf.get('SIMULATION', 'end_datetime')}\")\n", "\n", "# Specify that this is a forward tracking experiment\n", "print(f\"Time direction: {cf.get('SIMULATION', 'time_direction')}\")\n", "\n", "# We will do a single run, rather than an ensemble run\n", "print(f\"Number of particle releases: {cf.get('SIMULATION', 'number_of_particle_releases')}\")\n", "\n", "# Use depth restoring, and restore particle depths to the ocean surface\n", "print(f\"Use depth restoring: {cf.get('SIMULATION', 'depth_restoring')}\")\n", "print(f\"Restore particles to a depth of: {cf.get('SIMULATION', 'fixed_depth')} m\")\n", "\n", "# Specify that we are working with Arakawa A-grid in geographic coordinates\n", "print(f\"Model name: {cf.get('OCEAN_DATA', 'name')}\")\n", "print(f\"Coordinate system: {cf.get('SIMULATION', 'coordinate_system')}\")\n", "\n", "# Set the location of the grid metrics and input files\n", "print(f\"Data directory: {cf.get('OCEAN_DATA', 'data_dir')}\")\n", "print(f\"Path to grid metrics file: {cf.get('OCEAN_DATA', 'grid_metrics_file')}\")\n", "print(f\"File name stem of input files: {cf.get('OCEAN_DATA', 'data_file_stem')}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the above options, it can be seen we hvae not yet specified a directory within which the model can find ROMS output files, or the location of the grid metrics file. We will set these using `data_dir`, and save the new config file in the simulation directory. All other paths are relative, and can be left as they are." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "cf.set('OCEAN_DATA', 'data_dir', data_dir)\n", "cf.set('OCEAN_DATA', 'grid_metrics_file', grid_metrics_file_name)\n", "\n", "# Save a copy in the simulation directory\n", "with open(f\"{simulation_dir}/pylag.cfg\", 'w') as config:\n", " cf.write(config)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Running the model\n", "\n", "With the run configuration file saved, we can now run the example. While PyLag can be used interactivatly, it is most commonly launched from the command line like so:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Starting ensemble member 1 ...\n", "Progress:\n", "100% |###########################################|\n" ] } ], "source": [ "# Change to the run directory\n", "os.chdir(f'{simulation_dir}')\n", "\n", "# Run the model\n", "!{\"python -m pylag.main -c pylag.cfg\"}\n", "\n", "# Return to the cwd\n", "os.chdir(cwd)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualising the result\n", "\n", "With the model having run, the final step is to visulise the result. First, we produce a animation of the velocity field over the course of the simulation and near to where the particles were released. We do this by first moving the u and v velocity components to rho-points, then rotating the velocity field onto a geographic lat-lon grid. For this, we leverage the [seapy library](https://github.com/powellb/seapy). This is the same procedure that *PyLag* (currently) uses internally when working with *ROMS* outputs on a curvilinear grid. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from netCDF4 import num2date\n", "from matplotlib import pyplot as plt\n", "from matplotlib import animation\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "from IPython.display import HTML\n", "import seapy\n", "\n", "from pylag.processing.ncview import Viewer\n", "\n", "# Open the dataset\n", "viewer = Viewer(f'{data_dir}/txla_hindcast_agg_0001.nc'.format(data_dir))\n", "\n", "# Get dates\n", "time = viewer('ocean_time')\n", "date = num2date(time[:], units=time.units)\n", "\n", "# Plot surface velocity field on model grid at rho points\n", "lon_rho = viewer('lon_rho')[:]\n", "lat_rho = viewer('lat_rho')[:]\n", "u = viewer('u')[:, -1, :, :]\n", "v = viewer('v')[:, -1, :, :]\n", "angle = viewer('angle')[:]\n", "\n", "# Move to rho points\n", "u = seapy.model.u2rho(u)\n", "v = seapy.model.v2rho(v)\n", "\n", "# Rotate\n", "u_rot, v_rot = seapy.rotate(u, v, angle)\n", "\n", "# Plot configuration\n", "extents = np.array([-92.5, -91.1, 28.6, 29.8], dtype=float) \n", "step = 5\n", "\n", "# Set up the plot\n", "fig, ax = create_figure(figure_size=(26, 26), projection=ccrs.PlateCarree())\n", "\n", "gl = ax.gridlines(linewidth=1, draw_labels=True, linestyle='--', color='k')\n", "\n", "gl.xlabel_style = {'fontsize': 10}\n", "gl.ylabel_style = {'fontsize': 10}\n", "\n", "gl.xlabels_top=False\n", "gl.ylabels_right=False\n", "gl.xlabels_bottom=True\n", "gl.ylabels_left=True\n", "\n", "gl.xformatter = LONGITUDE_FORMATTER\n", "gl.yformatter = LATITUDE_FORMATTER\n", "\n", "# Make the animation\n", "quiver = ax.quiver(lon_rho[::step, ::step], lat_rho[::step, ::step],\n", " u_rot[0, ::step, ::step], v_rot[0, ::step, ::step],\n", " units='inches', scale_units='inches', scale=0.5)\n", "plt.quiverkey(quiver, 0.9, 0.9, 0.5, '{} '.format(0.5) + r'$\\mathrm{ms^{-1}}$',\n", " coordinates='axes')\n", "\n", "ax.add_feature(cfeature.NaturalEarthFeature('physical', 'land', '50m',\n", " edgecolor='face',\n", " facecolor=cfeature.COLORS['land_alt1']))\n", "\n", "if extents is not None:\n", " ax.set_extent(extents, ccrs.PlateCarree())\n", "\n", "# For animating the field ...\n", " \n", "def init():\n", " quiver.set_UVC(u_rot[0, ::step, ::step], v_rot[0, ::step, ::step])\n", " return (quiver,)\n", "\n", "def animate(i):\n", " ax.set_title('{}'.format(date[i]))\n", " quiver.set_UVC(u_rot[i, ::step, ::step], v_rot[i, ::step, ::step])\n", " return (quiver,)\n", "\n", "# Prevent the basic figure from being plotted too\n", "plt.close(fig)\n", "\n", "anim = animation.FuncAnimation(fig, animate, init_func=init, frames=50, interval=50, blit=True)\n", "\n", "HTML(anim.to_html5_video())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we plot particle trajectories over the course of the simulation. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from datetime import timedelta\n", "\n", "# Dataset holding PyLag ouputs\n", "file_name = '{}/output/pylag_1.nc'.format(simulation_dir)\n", "pylag_viewer = Viewer(file_name, time_rounding=900)\n", "\n", "# Create figure\n", "font_size = 15\n", "cmap = colourmap('h_r')\n", "fig, ax = create_figure(figure_size=(26., 26.), projection=ccrs.PlateCarree(),\n", " font_size=font_size, bg_color='gray')\n", "\n", "# Configure plotter\n", "plotter = ArakawaCPlotter(grid_metrics_file_name,\n", " geographic_coords=True,\n", " font_size=font_size)\n", "\n", "# Plot bathymetry\n", "extents = np.array([-92.5, -91.1, 28.6, 29.8], dtype=float)\n", "ax, plot = plotter.plot_field(ax, 'grid_rho', bathy, extents=extents,\n", " add_colour_bar=True, cb_label='Depth (m)',\n", " vmin=-60., vmax=0., cmap=cmap)\n", "\n", "# Add land\n", "ax.add_feature(cfeature.NaturalEarthFeature('physical', 'land', '50m',\n", " edgecolor='face',\n", " facecolor=cfeature.COLORS['land_alt1']))\n", "\n", "# Time of flight\n", "time_of_flight = timedelta(hours=47)\n", "\n", "# Date index for plotting\n", "pylag_date = pylag_viewer.date[0] + time_of_flight\n", "time_index = pylag_viewer.date.tolist().index(pylag_date)\n", "\n", "# Plot particle final positions\n", "ax, scatter = plotter.scatter(ax, 'grid_rho', pylag_viewer('longitude')[time_index, :].squeeze(),\n", " pylag_viewer('latitude')[time_index, :].squeeze(),\n", " s=8, color='#e50000', edgecolors='none')\n", "\n", "# Add path lines\n", "ax, lines = plotter.plot_lines(ax, pylag_viewer('longitude')[:time_index, :],\n", " pylag_viewer('latitude')[:time_index, :],\n", " linewidth=0.15, alpha=1,\n", " color='#0504aa')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is by no means a verification that the particles are moving as they should be, but at a basic level it can be seen the particle tracks are following the velocity vectors, as they should." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "1) North, E. W., E. E. Adams, S. Schlag, C. R. Sherwood, R. He, S. Socolofsky. 2011. Simulating oil droplet dispersal from the Deepwater Horizon spill with a Lagrangian approach. AGU Book Series: Monitoring and Modeling the Deepwater Horizon Oil Spill: A Record Breaking Enterprise.\n", "\n", "2) Döös, K., Jönsson, B., and Kjellsson, J.: Evaluation of oceanic and atmospheric trajectory schemes in the TRACMASS trajectory model v6.0, Geosci. Model Dev., 10, 1733–1749, https://doi.org/10.5194/gmd-10-1733-2017, 2017\n", "\n", "3) Delandmeter, P. and van Sebille, E.: The Parcels v2.0 Lagrangian framework: new field interpolation schemes, Geosci. Model Dev., 12, 3571–3584, https://doi.org/10.5194/gmd-12-3571-2019, 2019." ] } ], "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": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 4 }