diff --git a/docs/tutorials/Argo_float_tutorial.ipynb b/docs/tutorials/Argo_float_tutorial.ipynb new file mode 100644 index 00000000..b3a8e06d --- /dev/null +++ b/docs/tutorials/Argo_float_tutorial.ipynb @@ -0,0 +1,544 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example Argo float programming\n", + "### In the Tropical Atlantic\n", + "In this tutorial you will simulate the temperature and salinity profiles of an Argo float using the Parcels toolbox." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from parcels import (\n", + " FieldSet,\n", + " ParticleSet,\n", + " JITParticle,\n", + " Variable,\n", + " AdvectionRK4,\n", + " ScipyParticle,\n", + " StatusCode,\n", + ")\n", + "import numpy as np\n", + "import math\n", + "import xarray as xr\n", + "import matplotlib.pyplot as plt\n", + "from datetime import timedelta\n", + "import cmocean" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For the simulation, you will need to download a NetCDF file with the hydrodynamic (velocities, temperature, salinity) data. We use data from the Copernicus Marine Environmental Monitoring Service (CMEMS) [Global Ocean 1/12° Physics Analysis and Forecast product](https://resources.marine.copernicus.eu/product-detail/GLOBAL_ANALYSIS_FORECAST_PHY_001_024/INFORMATION). For this assignment, we've compiled all the flow data you need into one file (~120MB), which you can find [here](https://surfdrive.surf.nl/files/index.php/s/Sn5KFlFAS10Hxbt/download)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Download data\n", + "import requests\n", + "\n", + "files = {\n", + " \"global-analysis-forecast-phy-001-024_1641284158025.nc\": \"https://surfdrive.surf.nl/files/index.php/s/Sn5KFlFAS10Hxbt/download\"\n", + "}\n", + "\n", + "for filename, url in files.items():\n", + " response = requests.get(url, allow_redirects=True)\n", + "\n", + " if response.status_code == 200:\n", + " with open(filename, \"wb\") as f:\n", + " f.write(response.content)\n", + " else:\n", + " print(\"Failed to download\", url)\n", + "print(\"Download ready\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Execute the code below to create what's in Parcels called a `FieldSet` object\n", + "filename = \"global-analysis-forecast-phy-001-024_1641284158025.nc\"\n", + "variables = {\n", + " \"U\": \"uo\", # dictionary with names of the variables in the netcdf file\n", + " \"V\": \"vo\",\n", + " \"S\": \"so\",\n", + " \"T\": \"thetao\",\n", + "}\n", + "dimensions = {\n", + " \"lon\": \"longitude\", # dictionary with names of the dimensions in the netcdf file\n", + " \"lat\": \"latitude\",\n", + " \"depth\": \"depth\",\n", + " \"time\": \"time\",\n", + "}\n", + "\n", + "fieldset = FieldSet.from_netcdf(filename, variables, dimensions)\n", + "fieldset.mindepth = fieldset.U.depth[0] # uppermost layer in the hydrodynamic data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can plot the two components of the flow field (at the surface) with the following code." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The dimensions of the data are:\n", + "lon: 181\n", + "lat: 61\n", + "depth: 41\n", + "time: 34 (2 loaded)\n" + ] + } + ], + "source": [ + "fieldset.computeTimeChunk() # first load the data in memory\n", + "\n", + "fig, ax = plt.subplots(1, 2, sharex=True, sharey=True)\n", + "p0 = ax[0].pcolormesh(\n", + " fieldset.U.lon,\n", + " fieldset.U.lat,\n", + " fieldset.U.data[0, 0, :, :],\n", + " vmin=-1.5,\n", + " vmax=1.5,\n", + " cmap=cmocean.cm.balance,\n", + ")\n", + "p1 = ax[1].pcolormesh(\n", + " fieldset.V.lon,\n", + " fieldset.V.lat,\n", + " fieldset.V.data[0, 0, :, :],\n", + " vmin=-1.5,\n", + " vmax=1.5,\n", + " cmap=cmocean.cm.balance,\n", + ")\n", + "ax[0].set_title(\"zonal velocity\")\n", + "ax[1].set_title(\"meridional velocity\")\n", + "ax[0].set_ylabel(\"latitude [°N]\")\n", + "ax[0].set_xlabel(\"longitude [°E]\")\n", + "ax[1].set_xlabel(\"longitude [°E]\")\n", + "ax[1].yaxis.set_tick_params(left=False, right=True, labelleft=False, labelright=True)\n", + "ax[0].grid()\n", + "ax[1].grid()\n", + "cb = fig.colorbar(p1, ax=ax, orientation=\"horizontal\")\n", + "cb.set_label(\"[m/s]\")\n", + "gd = fieldset.U.grid\n", + "fig.suptitle(\n", + " f\"velocity at depth {gd.depth[0]:.2f} m, {gd.timeslices[0][0].astype('datetime64[m]')}\"\n", + ")\n", + "plt.show()\n", + "\n", + "print(\n", + " f\"The dimensions of the data are:\\nlon: {gd.xdim}\\nlat: {gd.ydim}\\ndepth: {gd.zdim}\\ntime: {len(gd.time_full)} ({gd.tdim} loaded)\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Parcels uses the oceanic data in `fieldset` to represent the environment of a 'particle'. Particles are objects that by default hold information on there position and time. The behaviour of particles is determined by a kernel. A commonly used kernel is `AdvectionRK4`, which prescribes advection using a 4th order Runge-Kutta numerical scheme. The `fieldset` data is interpolated to the particle position and time, then the particle gets advected to determine velocities at the new position. This process is repeated three times in a clever way to minimize the numerical error." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A few years ago, [Mike Hart-Davis](https://www.dgfi.tum.de/en/staff/hart-davis-michael/) wrote a `Kernel` for Parcels to easily simulate the behaviour of an Argo float. That code, which is also available in [this notebook tutorial](https://docs.oceanparcels.org/en/latest/examples/tutorial_Argofloats.html), is copied in the cell below. Go through it and make sure you understand what it does. For practical purposes, you may assume `particle.depth` and `particle_ddepth` both represent the particle depth.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "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 >= driftdepth:\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 >= maxdepth:\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.cycle_age += (\n", + " particle.dt\n", + " ) # solve issue of not updating cycle_age during ascent\n", + " if particle.depth <= fieldset.mindepth:\n", + " particle.depth = fieldset.mindepth\n", + " particle.temp = (\n", + " math.nan\n", + " ) # reset temperature to NaN at end of sampling cycle\n", + " particle.salt = math.nan # idem\n", + " particle.cycle_phase = 4\n", + " else:\n", + " particle.temp = fieldset.T[time, particle.depth, particle.lat, particle.lon]\n", + " particle.salt = fieldset.S[time, particle.depth, particle.lat, particle.lon]\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\n", + "\n", + "\n", + "def KeepAtSurface(particle, fieldset, time):\n", + " # Prevent error when float reaches surface\n", + " if particle.state == StatusCode.ErrorThroughSurface:\n", + " particle.depth = fieldset.mindepth\n", + " particle.state = StatusCode.Success" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Before we can run this code, we also need to define a new Particle class, that has extra Variables like `cycle_phase`, `cycle_age` etc needed by the `ArgoVerticalMovement()` Kernel. \n", + "*Note that if you get a compiler error here, you could try to swap the `JITParticle` in the `ArgoParticle` class definition for `ScipyParticle`.*" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Define the ArgoParticle class\n", + "variables = [\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", + " Variable(\"temp\", dtype=np.float32, initial=np.nan),\n", + " Variable(\"salt\", dtype=np.float32, initial=np.nan),\n", + "]\n", + "ArgoParticle = JITParticle.add_variables(variables)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can create a `ParticleSet`, which in this case consists of one `ArgoParticle`. We have to specify its initial position and time. Note that you could add any number of Argo floats here, all having different starting positions. We will simply use one float, however." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Define the ParticleSet\n", + "argoset = ParticleSet(\n", + " fieldset=fieldset,\n", + " pclass=ArgoParticle,\n", + " lon=[-37.09499],\n", + " lat=[6.73472],\n", + " depth=fieldset.mindepth,\n", + " time=np.datetime64(\"2019-07-25T11:14:00\"),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If we then combine the `ArgoVerticalMovement()` kernel with the built-in `AdvectionRK4()` (for the horizontal movement) and the `KeepAtSurface()` (for ending the ascent), we can compute the trajectory. This may take a while. \n", + "\n", + "*Note that `particle_ddepth` is a copy of `particle.depth` inside `ArgoVerticalMovement()`. On every time step, `particle.depth` is kept constant until all kernels have been executed. Only then are the depth changes in every kernel, `particle_ddepth - paricle.depth`, summed together to find the new depth. Therefore, the outcome does not depend on the ordering of the kernels.*" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "argoset.execute(\n", + " [\n", + " ArgoVerticalMovement,\n", + " AdvectionRK4,\n", + " KeepAtSurface,\n", + " ], # list of kernels to be executed\n", + " runtime=timedelta(days=31),\n", + " dt=timedelta(minutes=5),\n", + " output_file=argoset.ParticleFile(\n", + " name=\"argo_float\", outputdt=timedelta(minutes=5), chunks=(1, 500)\n", + " ),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can open the dataset and view the Argo trajectory with this sample code." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the trajectory of the Argo float you've just simulated\n", + "ds_argo = xr.open_zarr(\"argo_float.zarr\")\n", + "\n", + "x = ds_argo[\"lon\"][:].squeeze()\n", + "y = ds_argo[\"lat\"][:].squeeze()\n", + "z = ds_argo[\"z\"][:].squeeze()\n", + "\n", + "fig = plt.figure(figsize=(13, 10))\n", + "ax = plt.axes(projection=\"3d\")\n", + "ax.invert_zaxis()\n", + "p = ax.scatter(x, y, z, c=z, s=20, marker=\"o\", cmap=\"viridis_r\", depthshade=False)\n", + "cb = plt.colorbar(p, shrink=0.5)\n", + "cb.ax.invert_yaxis()\n", + "cb.set_label(\"depth [m]\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Here's an example that makes the ascent twice as slow without changing the sink velocity and stores your data in a different file. You need to define the `argoset` again, because by default the simulation will otherwise continue where the previous run ended. To speed up the simulation you can set the `outputdt` to 30 minutes." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "INFO: Output files are stored in argo_float2.zarr.\n", + "100%|██████████████████████████████████████████████████████████████████| 2678400.0/2678400.0 [00:38<00:00, 68785.46it/s]\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Answer\n", + "\n", + "\n", + "def ArgoVerticalMovement2(particle, fieldset, time): # -- change kernel name\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 >= driftdepth:\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 >= maxdepth:\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 -= (\n", + " vertical_speed * particle.dt / 2.0\n", + " ) # ------------- make twice as slow\n", + " particle.cycle_age += particle.dt\n", + " particle.temp = fieldset.T[time, particle.depth, particle.lat, particle.lon]\n", + " particle.salt = fieldset.S[time, particle.depth, particle.lat, particle.lon]\n", + " if particle.depth <= fieldset.mindepth:\n", + " particle.depth = fieldset.mindepth\n", + " particle.temp = (\n", + " math.nan\n", + " ) # reset temperature to NaN at end of sampling cycle\n", + " particle.salt = math.nan # idem\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\n", + "\n", + "\n", + "def KeepAtSurface(particle, fieldset, time):\n", + " if particle.state == StatusCode.ErrorThroughSurface:\n", + " particle.depth = fieldset.mindepth\n", + " particle.state = StatusCode.Success\n", + "\n", + "\n", + "argoset = ParticleSet( # ------------ redefine argoset, otherwise simulation continues from previous run\n", + " fieldset=fieldset,\n", + " pclass=ArgoParticle,\n", + " lon=[-37.09499],\n", + " lat=[6.73472],\n", + " depth=fieldset.mindepth,\n", + " time=np.datetime64(\"2019-07-25T11:14:00\"),\n", + ")\n", + "argoset.execute(\n", + " [ArgoVerticalMovement2, AdvectionRK4, KeepAtSurface], # ----- changed kernel\n", + " runtime=timedelta(days=31),\n", + " dt=timedelta(minutes=5),\n", + " output_file=argoset.ParticleFile(\n", + " name=\"argo_float2\", outputdt=timedelta(minutes=30), chunks=(1, 500)\n", + " ), # -- changed filename\n", + ")\n", + "\n", + "# Plot depth as a function of time for both the regular and slowly-ascending floats to check if your code works\n", + "ds_argo2 = xr.open_zarr(\"argo_float2.zarr\")\n", + "fig = plt.figure()\n", + "plt.plot(ds_argo.time[0, :], -ds_argo.z[0, :], \"k\", label=\"original\")\n", + "plt.plot(ds_argo2.time[0, :], -ds_argo2.z[0, :], \"b:\", label=\"edited\")\n", + "plt.legend()\n", + "plt.grid()\n", + "plt.ylabel(\"depth [m]\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plots of the vertical temperature and salinity profile, which were recorded during the ascents to the surface.\n", + "fig = plt.figure(figsize=(12, 6))\n", + "fig.suptitle(f\"Temperature, salinity and time during phase 3\")\n", + "\n", + "days = (ds_argo.time[0, :] - ds_argo.time[0, 0]).data.astype(\"timedelta64[m]\").astype(\n", + " \"int\"\n", + ") / 1440\n", + "tids3 = (\n", + " ~ds_argo.temp[0, :].isnull().compute()\n", + ") # time indices during cycle phase 3 (ascent)\n", + "\n", + "ax1 = fig.add_subplot(131)\n", + "ax1.plot(ds_argo.temp[0, :], -ds_argo.z[0, :], \"k\")\n", + "ax1.grid()\n", + "ax1.set_xlabel(\"temperature [°C]\")\n", + "ax1.set_ylabel(\"depth [m]\")\n", + "\n", + "ax2 = fig.add_subplot(132, sharey=ax1)\n", + "ax2.plot(ds_argo.salt[0, :], -ds_argo.z[0, :], \"k\")\n", + "ax2.grid()\n", + "ax2.yaxis.set_tick_params(left=False, labelleft=False)\n", + "ax2.set_xlabel(\"salinity [g/kg]\")\n", + "\n", + "ax3 = fig.add_subplot(133, sharey=ax1)\n", + "ax3.plot(days[tids3], -ds_argo.z[0, tids3], \"k-o\", ms=4)\n", + "ax3.yaxis.tick_right()\n", + "ax3.yaxis.label_position = \"right\"\n", + "ax3.grid()\n", + "ax3.set_xlabel(\"days from launch\")\n", + "ax3.set_ylabel(\"depth [m]\", rotation=270)\n", + "plt.show()" + ] + } + ], + "metadata": { + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/tutorials/Research_Proposal_only.ipynb b/docs/tutorials/Research_Proposal_only.ipynb new file mode 100644 index 00000000..e19741b2 --- /dev/null +++ b/docs/tutorials/Research_Proposal_only.ipynb @@ -0,0 +1,422 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Research Proposal for ECR grant" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "***" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Introduction" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Dear Student, \n", + "\n", + "Congratulations on receiving an early career research grant for ship time on a scientific research vessel! This achievement is a testament to your hard work and commitment to advancing marine science. The opportunity will undoubtedly enhance your research and contribute significantly to our understanding of marine science. \n", + "\n", + "You will have access to the ship for a three-week period—a duration identified as a favorable trade-off between research time and ensuring an enjoyable vessel experience. Your vessel will be equipped with two vessel-mounted ADCPs, a CTD, and can collect underway data of temperature and salinity from 2 meters below the hull of the ship. In addition, you can deploy XBTs and up to 30 Argo floats and/or 30 surface drifters. A detailed plan of your route, timing and required instruments needs to be sent in for approval/grading. \n", + "\n", + "To get a taste of what it’s like to board a real vessel, you'll find some [general information that is shared with all cruise participants here](https://surfdrive.surf.nl/files/index.php/s/i2u2zqNNFECbOlJ)\n", + "\n", + "You might also like to watch the video clip about [Life on board a research ship (RRS Discovery)](https://youtu.be/IHM7JFWg9qw?feature=shared) or the one below. \n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In your grant application you’ve shown great potential, so what and where you want to research is completely up to you! But [here's a list of interesting regions or phenomena](https://surfdrive.surf.nl/files/index.php/s/U1dQKsjg9MkFNvm) to spark your imagination, and you’ll get an opportunity to be in contact with experienced oceanographers.\n", + "\n", + "We’ve prepared some exercises to help you get familiar with the type of data that will be collected by the research vessel. Research is typically done on **station** while staying stationary for a period of time, or while moving over a **transect**. So let’s give you some more information on the different scientific instruments first. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "## Measurement Options" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Underway Data \n", + "\n", + "Underway data collection, also known as underway sampling, refers to the process of collecting oceanographic and environmental data while a research vessel is in motion. This method allows scientists to continuously gather data on various parameters such as sea surface temperature and salinity. The water inlet is located on the hull of the ship at approximately 2 meters under the surface.\n", + "\n", + "You can collect underway data during your entire cruise or on specific transects and may assume it doesn’t take any time to start or stop taking measurements." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### ADCP \n", + "\n", + "An Acoustic Doppler Current Profiler (ADCP) is an instrument used to measure the speed and direction of ocean currents at various depths. It operates based on the principle of Doppler shift, where sound waves emitted by the instrument are reflected off moving particles in the water, such as plankton or sediment, and the frequency shift of the returning waves is used to calculate the velocity of the water.\n", + "\n", + "You can deploy the ADCP on transects and choose between a shallow profiler capable of providing information to a depth of 150 m every 4 meters (the 300kHz seaSeven), or a long-range profiler capable of providing about 1000m of range every 24 meters (the 38kHz Ocean Observer). You can collect ADCP data during your entire cruise or on specific transects and may assume it doesn’t take any time to start or end ADCP measurements.\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### XBT\n", + "\n", + "An eXpendable BathyThermograph (XBT) is a probe that is dropped from a ship and measures the temperature as it falls through the water. The probe is designed to fall at a known rate, so that the depth of the temperature profile can be inferred from the time since it enters the water.\n", + "\n", + "You may assume it doesn’t take any time to deploy XBTs.\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "### CTD\n", + "\n", + "A Conductivity, Temperature, and Depth (CTD) sensor is an instrument used to measure the physical properties of seawater in oceanographic and environmental research. It typically consists of sensors for conductivity (used to derive salinity), temperature, and pressure (used to derive depth).\n", + "\n", + "Throughout a CTD deployment, the research vessels needs to stay in the same location. To calculate the time needed for a CTD deployment, take the following information into account:\n", + "\n", + "* Add time to lower the vessels speed to zero and set the vessel to the appropriate direction against swell, current, wind, etc = 10 minutes \n", + "* Add time to deploy the CTD, and to recover = 10 minutes (2*5 min) \n", + "* Add time for the way down and up, usually at 1 m/s (winch capacity) = twice your maximum depth (in seconds)\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Drifters\n", + "\n", + "A surface drifter is an oceanographic instrument used to study surface currents and ocean circulation patterns. These devices are designed to drift passively with the surface currents while transmitting data on their position and sea surface temperature.\n", + "\n", + "You may assume it doesn’t take any time to deploy drifters.\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Argo floats\n", + "\n", + "Argo floats are self-contained, battery-powered instruments equipped with sensors to measure temperature and salinity profiles from the surface down to depths of up to 2000 meters or more. These sensors provide high-resolution vertical profiles of ocean properties, allowing researchers to study ocean variability and climate change.\n", + "\n", + "The floats periodically descend to a predetermined depth, typically around 1000 meters, and then ascend to the surface, measuring temperature and salinity profiles along the way.\n", + "\n", + "You may assume it doesn’t take any time to deploy Argo floats.\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that you are familiar with the types of instruments and what type of research you could do with them, it’s time to formulate your own scientific question and methodology. Here are some things to keep in mind: \n", + "\n", + "When preparing your cruise proposal, please bear in mind the different lead times between the submission of the proposal and the expedition being carried out. A lead time of roughly one year should be considered for regular proposals, such as this one. The lead time for longer and/or larger expeditions is about one and a half to two years minimum. \n", + "\n", + "With respect to time management, please note that diplomatic proposals for research permits in Exclusive Economic Zones (EEZs) of other states must generally be submitted eight months prior to the start of the expedition. Work in difficult areas (for example where there is piracy and the risk of war) must be refrained from. \n", + "\n", + "Keep in mind that research vessels have different polar capabilities and it therefore varies in which areas they can operate at different times of the year, depending on ice conditions and minimum allowed air temperature. \n", + "\n", + "All equipment required at sea needs to be transferred to the port of departure before leaving. Schedule enough time to prepare and pack your equipment in the office. This includes scientific instruments, sampling bottles, tools, repair material, safety gear, and any other materials essential to your work. \n", + "\n", + "Make sure that your instruments are cleaned and calibrated before packing and ensure that sensors are functioning properly, batteries are charged, and any necessary software is updated.\n", + "\n", + "Finally, fit your equipment in the 20-foot container. The container will be sent to your port of departure ahead of time with a cargo boat, so make sure you are packed in time for this transfer. Remember there are no shops at sea, so think carefully and plan ahead. \n", + "\n", + "![Equipment preparation NIOZ](https://www.nioz.nl/application/files/9116/7500/3457/2023-01-16-packing.jpg) \n", + "![Equipment loading](https://www.nioz.nl/application/files/7416/7810/2265/2023-03-06-container-shifting.jpg) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Outline " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Project Data\n", + "1. **Title of the proposal**\n", + "\n", + "Please choose an appropriate and concise title for the expedition that refers to the work area. \n", + "\n", + "2. **Cruise participants**\n", + "\n", + "Please provide a list of anticipated cruise participants. Include at least your own names. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Methodology" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "3. **Research question**\n", + "\n", + "Please provide a clear and measurable research question. \n", + "\n", + "Here are some examples of research you can use as inspiration: \n", + "\n", + "[The Irminger Gyre: Circulation, convection, and interannual variability](https://doi.org/10.1016/j.dsr.2011.03.001)\n", + "\n", + "[Argo float observations of basin-scale deep convection in the Irminger sea during winter 2011–2012](https://doi.org/10.1016/j.dsr.2015.12.012)\n", + "\n", + "\n", + "Note that your question does not have to be novel. The most important is that it is researchable with the expedition planned here. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "4. **Study area**\n", + "\n", + "Please explain why you chose this research topic and how the anticipated outcomes of your research contribute to our understanding. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "5. **Choice of vessel**\n", + "\n", + "Please state the preferred research vessel for this cruise. \n", + "Choose from https://www.nioz.nl/national-marine-facilities/research-vessels \n", + "\n", + "If the NIOZ vessels don’t suffice, pick any of the ships available through MFP and explain why you need this ship. https://nioz.marinefacilitiesplanning.com/programme \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "6. **Scientific equipment required**\n", + " \n", + "Please tick both on-board and external equipment needed during the cruise. Note that you can only use one of the ADCPs at any time. \n", + "To check a box, replace [ ] with [x].\n", + "\n", + "- [ ] Underway Data\n", + " \n", + "- [ ] ADCP (OceanObserver max depth 1000m with data every 24 meters) \n", + "\n", + "- [ ] ADCP (SeaSeven max depth 150m with data every 4 meters) \n", + "\n", + "- [ ] XBTs\n", + "\n", + "- [ ] CTD \n", + "\n", + "- [ ] Argo floats \n", + "\n", + "- [ ] Drifters \n", + "\n", + "Please explain why you use the instruments checked above." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Cruise Data\n", + "\n", + "A map and cruise plan can be created through [the NIOZ MFP website](https://nioz.marinefacilitiesplanning.com/cruiselocationplanning#)\n", + "\n", + "Documentation on how to use the website can be found [here](https://surfdrive.surf.nl/files/index.php/s/gSNMZqyrf0Pyfo5) and you can watch the video below.\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "7. **Cruise period**\n", + "\n", + "Please state the preferred year, season, and/or month(s) for the cruise, and provide reasons for restrictions to limited periods. \n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "8. **Map of working area**\n", + "\n", + "Please upload a high-resolution map of the oceans areas you'll research and inlcude all stations and transects. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "9. **Cruise departure and arrival port; and transit days**\n", + "\n", + "Please name your preferred port of departure and preferred port of arrival. \n", + "\n", + "Please enter the number of days required for transit from the preferred port of departure to the working area and the number of days required for transit from the working area to the preferred port of arrival, each rounded to the nearest whole number. Please note that transit times from the port of departure to the first station and from the last station in the working area to the port of arrival are regarded as work days at sea, so they are deducted from your three-week availability. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "10. **Working areas / EEZs**\n", + "\n", + "Please indicate all nations from which research permits would need to be obtained on the basis of planned work in the respective Exclusive Economic Zones (EEZs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "11. **Scientific work program**\n", + "\n", + "Please provide a scheme with number of necessary work and in-transit days within the working areas and station times. This can be downloaded from [the NIOZ MFP website](https://nioz.marinefacilitiesplanning.com/cruiselocationplanning#) using the Export button on the right.\n", + "\n", + "Please indicate at each station what instruments you want to deploy (CTD, Argo float, drifter, XBT) and take the deployment time into account. If you plan to use Argo floats, please give the required depth and cycle duration. In case of the CTD the deployment time depends on the depth of the ocean. \n", + "\n", + "Here is some sample code to sample the depth using the bathymetry data that the Virtual Ship will also use. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# example for plotting and querying bathymetry data\n", + "# Download data\n", + "import requests\n", + "\n", + "files = {\n", + " \"GLO-MFC_001_024_mask_bathy.nc\": \"https://surfdrive.surf.nl/files/index.php/s/AdbtlgP3LJv6tOn/download\",\n", + "}\n", + "\n", + "for filename, url in files.items():\n", + " response = requests.get(url, allow_redirects=True)\n", + "\n", + "if response.status_code == 200:\n", + " with open(filename, \"wb\") as f:\n", + " f.write(response.content)\n", + "\n", + "else:\n", + " print(\"Failed to download\", url)\n", + "print(\"Download ready\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import cartopy.crs as ccrs\n", + "import xarray as xr\n", + "\n", + "# Load the bathymetry data using xarray\n", + "data = xr.open_dataset(\"GLO-MFC_001_024_mask_bathy.nc\")\n", + "\n", + "# Create a bathymetry figure and axis with Cartopy projection\n", + "fig, ax = plt.subplots(figsize=(15, 5), subplot_kw={\"projection\": ccrs.PlateCarree()})\n", + "data.deptho.plot(ax=ax, cmap=\"viridis\")\n", + "\n", + "# Specify extent, add gridlines and coastlines, show plot\n", + "ax.set_extent(\n", + " (130, 160, -70, -40), crs=ccrs.PlateCarree()\n", + ") # set extent as (x0, x1, y0, y1)\n", + "ax.gridlines(draw_labels=True)\n", + "ax.coastlines()\n", + "plt.show()\n", + "\n", + "# Query and print the bathymetry data at the specified location\n", + "station_depth = data.deptho.sel(latitude=-50, longitude=150, method=\"nearest\")\n", + "print(f\"The depth at this station is: {station_depth.values} meters\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "12. **Feasibility**\n", + "\n", + "Please explain how the methodology detailed in this proposal aims to answer your research question. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "13. **Contingency**\n", + "\n", + "Please explain which stations/measurements you will skip in case of unforseen circumstances that delay your planning. " + ] + } + ], + "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": "3.10.15" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/tutorials/index.md b/docs/tutorials/index.md index 67140320..db10cf56 100644 --- a/docs/tutorials/index.md +++ b/docs/tutorials/index.md @@ -1,7 +1,20 @@ # Tutorials ```{nbgallery} +--- +maxdepth: 2 +caption: Assignments +--- +Research_Proposal_only.ipynb +``` + +```{nbgallery} +--- +maxdepth: 2 +caption: Tutorials +--- ADCP_data_tutorial.ipynb CTD_data_tutorial.ipynb +Argo_float_tutorial.ipynb Drifter_data_tutorial.ipynb ```