diff --git a/docs/tutorials/ADCP_data_tutorial.ipynb b/docs/tutorials/ADCP_data_tutorial.ipynb index 9df68b3d..a7fe063b 100644 --- a/docs/tutorials/ADCP_data_tutorial.ipynb +++ b/docs/tutorials/ADCP_data_tutorial.ipynb @@ -128,7 +128,7 @@ " {\"long_name\": \"distance to coast\", \"units\": \"m\", \"positive\": \"shoreward\"}\n", ")\n", "peru = peru.set_coords(\"s\").sortby(\"s\")\n", - "print(f\"max distance from coast: {abs(peru.s.min()).data/1000:.2f} km\")" + "print(f\"max distance from coast: {abs(peru.s.min()).data / 1000:.2f} km\")" ] }, { diff --git a/docs/tutorials/CTD_data_tutorial.ipynb b/docs/tutorials/CTD_data_tutorial.ipynb index c374a476..fcd5d181 100644 --- a/docs/tutorials/CTD_data_tutorial.ipynb +++ b/docs/tutorials/CTD_data_tutorial.ipynb @@ -263,12 +263,12 @@ "source": [ "# Fill the dataset with values from the csv files.\n", "for ob in range(5): # loop through files\n", - " header = pd.read_csv(f\"Japan/CTD_Japan_station_{ob+1}.csv\", nrows=7, header=None)\n", + " header = pd.read_csv(f\"Japan/CTD_Japan_station_{ob + 1}.csv\", nrows=7, header=None)\n", " ctd.lon[ob] = header.iloc[0, 1]\n", " ctd.lat[ob] = header.iloc[1, 1]\n", " ctd.start_time[ob] = header.iloc[2, 1]\n", " ctd.end_time[ob] = header.iloc[3, 1]\n", - " data = pd.read_csv(f\"Japan/CTD_Japan_station_{ob+1}.csv\", skiprows=4)\n", + " data = pd.read_csv(f\"Japan/CTD_Japan_station_{ob + 1}.csv\", skiprows=4)\n", " ctd.P[:, ob] = data[\"pressure [hPa]\"]\n", " ctd.T[:, ob] = data[\"temperature [degC]\"]\n", " ctd.S[:, ob] = data[\"salinity [g kg-1]\"]" diff --git a/docs/user-guide/tutorials/Argo_data_tutorial.ipynb b/docs/user-guide/tutorials/Argo_data_tutorial.ipynb new file mode 100644 index 00000000..30cee460 --- /dev/null +++ b/docs/user-guide/tutorials/Argo_data_tutorial.ipynb @@ -0,0 +1,133 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Argo data tutorial\n", + "\n", + "### Argo float in the Tropical Pacific Ocean\n", + "The Tropical Pacific Ocean has a very strong thermocline, which can we mapped with Argo floats. \n", + "\n", + "In this tutorial, we show how to use Argo floats in the virtualship tool and how to analyse their data." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import xarray as xr\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from mpl_toolkits.mplot3d import Axes3D" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We have downloaded the data from Copernicus Marine Service, using `virtualship fetch` and the information in following `schedule.yaml` file:\n", + "```yaml\n", + "space_time_region:\n", + " spatial_range:\n", + " minimum_longitude: -5\n", + " maximum_longitude: 5\n", + " minimum_latitude: -5\n", + " maximum_latitude: 5\n", + " minimum_depth: 0\n", + " maximum_depth: 2000\n", + " time_range:\n", + " start_time: 2023-01-01 00:00:00\n", + " end_time: 2023-02-01 00:00:00\n", + "waypoints:\n", + " - instrument: ARGO_FLOAT\n", + " location:\n", + " latitude: 0.02\n", + " longitude: 0.02\n", + " time: 2023-01-01 02:00:00\n", + "```\n", + "\n", + "After running `virtualship run`, we have a `results/argo_floats.zarr` file with the data from the float." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/erik/anaconda3/envs/parcels/lib/python3.12/site-packages/xarray/coding/times.py:254: RuntimeWarning: invalid value encountered in cast\n", + " flat_num_dates_ns_int = (flat_num_dates * _NS_PER_TIME_DELTA[delta]).astype(\n" + ] + } + ], + "source": [ + "ds = xr.open_zarr(\"/Users/erik/Desktop/VSC_Argo/results/argo_floats.zarr\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can now plot the trajectory of the float using the code below (copied from the [Parcels Argo float tutorial](https://docs.oceanparcels.org/en/latest/examples/tutorial_Argofloats.html)):" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "x = ds[\"lon\"][:].squeeze()\n", + "y = ds[\"lat\"][:].squeeze()\n", + "z = ds[\"z\"][:].squeeze()\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(-2000, 0)\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "parcels", + "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": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/src/virtualship/instruments/argo_float.py b/src/virtualship/instruments/argo_float.py index 91b1e752..4b822d91 100644 --- a/src/virtualship/instruments/argo_float.py +++ b/src/virtualship/instruments/argo_float.py @@ -157,7 +157,9 @@ def simulate_argo_floats( ) # define output file for the simulation - out_file = argo_float_particleset.ParticleFile(name=out_path, outputdt=outputdt) + out_file = argo_float_particleset.ParticleFile( + name=out_path, outputdt=outputdt, chunks=[len(argo_float_particleset), 100] + ) # get earliest between fieldset end time and provide end time fieldset_endtime = fieldset.time_origin.fulltime(fieldset.U.grid.time_full[-1])