{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial: advection-diffusion kernels in Parcels\n", "Adding diffusion to simulations is insightful when investigating tracers such as heat, salt or nutrients. The spread of tracers is affected by subgrid-scale processes and unresolved physics ([Van Sebille et al. 2018](https://doi.org/10.1016/j.ocemod.2017.11.008)). Also when individual water parcels are considered, diffusion can be included in ensemble particle simulations to trace the evolution of a probability distribution. This is especially important when coarse velocity fields that are not eddy-resolving are considered, since the absence of eddies can still be parameterized through eddy diffusive fluxes ([Shah et al., 2017](https://doi.org/10.1175/JPO-D-16-0098.1)).\n", "\n", "## Stochastic Differential Equations (SDEs) for Particle Trajectories in the Presence of Diffusivity\n", "The stochastic differential equation for a particle trajectory is given by \n", "$$\n", "\\begin{aligned}\n", " d\\mathbf{X}(t) &\\overset{\\text{Îto}}{=} (\\mathbf{u} + \\nabla \\cdot \\mathbf{K}) dt + \\mathbf{V}(t, \\mathbf{X})\\cdot d\\mathbf{W}(t), \\\\\n", " \\mathbf{X}(t_0) &= \\mathbf{x}_0,\n", "\\end{aligned}\n", "$$\n", "where $\\mathbf{X}$ is the particle position vector ($\\mathbf{x}_0$ being the initial position vector), $\\mathbf{v}$ the velocity vector, $\\mathbf{K} = \\frac{1}{2} \\mathbf{V} \\cdot \\mathbf{V}^T$ the diffusivity tensor, and $d\\mathbf{W}(t)$ a Wiener increment (normally distributed with zero mean and variance $dt$). This equation is obtained through writing the advection-diffusion equation as a Fokker-Planck equation. Particle distributions obtained by solving above equation therefore satisfy the advection-diffusion equation ([van Sebille et al., 2018](https://doi.org/10.1016/j.ocemod.2017.11.008); [Shah et al., 2013](https://doi.org/10.1016/j.ocemod.2013.04.001)). \n", "\n", "Generally, in three-dimensional ocean models, $\\mathbf{K}$ (and therefore $\\mathbf{V}$) contains off-diagonal components to account for diffusion along non-flat isopycnal surfaces. Instead, here we will focus on the simpler case of diffusion in a horizontal plane, where diffusivity is specified only in the zonal and meridional direction, i.e. \n", "$$\\mathbf{K}(x,y)=\\begin{bmatrix}\n", "K_x(x,y) & 0\\\\\n", "0 & K_y(x,y)\n", "\\end{bmatrix}.$$ \n", "\n", "The above stochastic differential equation then becomes \n", "\n", "$$\n", "\\begin{align}\n", " dX(t) &= a_x dt + b_x dW_x(t), \\quad &X(t_0) = x_0,\\\\\n", " dY(t) &= a_y dt + b_y dW_y(t), \\quad &Y(t_0) = y_0,\n", "\\end{align}\n", "$$\n", "where $a_i = v_i + \\partial_i K_i(x, y)$ is the deterministic drift term and $b_i = \\sqrt{2K_i(x, y)}$ a stochastic noise term ($\\partial_i$ denotes the partial derivative with respect to $i$).\n", "\n", "## Numerical Approximations of SDEs\n", "The simplest numerical approximation of the above SDEs is obtained by replacing $dt$ by a finite time discrete step $\\Delta t$ and $dW$ by a discrete increment $\\Delta W$, yielding the **Euler-Maruyama (EM) scheme** ([Maruyama, 1955](https://link.springer.com/article/10.1007/BF02846028)):\n", "$$\n", "\\begin{equation}\n", " X_{n+1} = X_n + a_x \\Delta t + b_x \\Delta W_{n, x},\n", "\\end{equation}\n", "$$\n", "with a similar expression for $Y$.\n", "\n", "The next higher-order scheme is found by including extra terms from a Taylor expansion on our SDE, yielding the **Milstein scheme of order 1 (M1)**:\n", "$$\n", "\\begin{equation}\n", " X_{n+1} = X_n + a_x \\Delta t + b_x \\Delta W_x + \\frac{1}{2}b_x \\partial_x b_x(\\Delta W_{n, x}^2 - \\Delta t),\n", "\\end{equation}\n", "$$\n", "which can be rewritten by explicitly writing $b_x\\partial_x b_x$ as $\\partial_x K_x(z)$: \n", "$$\n", "\\begin{equation}\n", " X_{n+1} = X_n + v_x \\Delta t + \\frac{1}{2}\\partial_x K_x(\\Delta W_{n, x}^2 + \\Delta t) + b\\Delta W_n.\n", "\\end{equation}\n", "$$\n", "The extra term in the M1 scheme provides extra accuracy at negligible computational cost.\n", "\n", "The spatial derivatives in the EM and M1 schemes can be approximated by a central difference. Higher order numerical schemes (see [Gräwe et al., 2012](https://doi.org/10.1007/s10236-012-0523-y)) include higher order derivatives. Since Parcels uses bilinear interpolation, these higher order derivatives cannot be computed, meaning that higher order numerical schemes cannot be used.\n", "\n", "An overview of numerical approximations for SDEs in a particle tracking setting can be found in [Gräwe (2011)](https://doi.org/10.1016/j.ocemod.2010.10.002).\n", "\n", "## The Wiener Increment\n", "The Wiener increment should be a normally distributed random variable with zero mean and a standard deviation of $\\sqrt{dt}$. While such random numbers can be generated easily by Parcels (i.e. through `ParcelsRandom.normalvariate(0, particle.dt)`), it is more efficient to draw random numbers from a uniform distribution with the same first and second moments. The central limit theorem ensures that the contribution from consecutive Wiener increments drawn from a uniform distribution quickly converges to a normal distribution, making a substitution with a uniform distribution valid for ensemble distributions. The discrete Wiener increment used by Parcels therefore reads $\\Delta W = \\sqrt{3\\Delta t } R[-1, 1]$. Wiener increments are drawn individually for each direction.\n", "\n", "\n", "## Using Advection-Diffusion Kernels in Parcels\n", "The EM and M1 advection-diffusion approximations are available as `AdvectionDiffusionEM` and `AdvectionDiffusionM1`, respectively. The `AdvectionDiffusionM1` kernel should be the default choice. \n", "\n", "The advection component of these kernels is similar to that of the Explicit Euler advection kernel (`AdvectionEE`). In case the Euler approximation is numerically unstable for the advection part, there are two advection-diffusion kernels available where the advection is approximated through a fourth-order Runge-Kutta algorithm, similar to in `AdvectionRK4`. These are available as `AdvectionRK4DiffusionM1` and `AdvectionRKDiffusionEM`. Since the diffusion part of these kernels is only accurate to first-order, these kernels are only beneficial in case of numerical instability, or if the simulation contains regimes where diffusion vanishes. \n", "\n", "In the special case where diffusivity is constant over the entire domain, the diffusion-only kernel `DiffusionUniformKh` can be used in combination with an advection kernel of choice. Since the diffusivity here is space-independent, gradients are not calculated, increasing efficiency. The diffusion-step can in this case be computed after or before advection, thus allowing you to chain kernels using the `+` operator.\n", "\n", "To make a central difference approximation for computing the gradient in diffusivity, a resolution for this approximation `dres` is needed. This constant is used by the advection-diffusion kernels and must be chosen and added to the FieldSet by the user (e.g. `fieldset.add_constant('dres', 0.01)`). The size of `dres` should be much smaller than the spatial resolution of the data, but within reasonable limits of machine precision to avoid numerical errors.\n", "\n", "## Example: Impermeable Diffusivity Profile\n", "\n", "Let's see the `AdvectionDiffusionM1` in action and see why it's preferable over the `AdvectionDiffusionEM` kernel. To do so, we create an idealized profile with diffusivities $K_\\text{zonal}$ uniform everywhere ($K_\\text{zonal} = \\bar{K}=0..25$) and $K_\\text{meridional}$ constant in the zonal direction, while having the following profile in the meridional direction:\n", "\n", "$$ K_\\text{meridional}(y) = \\bar{K}\\frac{2(1+\\alpha)(1+2\\alpha)}{\\alpha^2H^{1+1/\\alpha}} \\begin{cases}\n", "y(L-2y)^{1/\\alpha},\\quad 0 \\leq y \\leq L/2,\\\\\n", "(L-y)(2y-1)^{1/a},\\quad H/2 \\leq y \\leq L,\n", "\\end{cases}$$\n", "with $L$ being the basin length scale, $\\alpha$ as a parameter determining the steepness in the gradient in the profile. This profile is similar to that used by [Gräwe (2011)](https://doi.org/10.1016/j.ocemod.2010.10.002), now used in the meridional direction for illustrative purposes.\n", "\n", "Let's plot $K_\\text{meridional}(y)$:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import xarray as xr\n", "from datetime import timedelta\n", "from parcels import ParcelsRandom\n", "from parcels import (FieldSet, ParticleSet, JITParticle,\n", " DiffusionUniformKh, AdvectionDiffusionM1, AdvectionDiffusionEM)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "K_bar = 0.25 # Average diffusivity\n", "alpha = 1. # Profile steepness\n", "L = 1. # Basin scale\n", "Ny = 103 # Number of grid cells in y_direction (101 +2, one level above and one below, where fields are set to zero)\n", "dy = 1.03/Ny # Spatial resolution\n", "y = np.linspace(-0.01, 1.01, 103) # y-coordinates for grid\n", "y_K = np.linspace(0., 1., 101) # y-coordinates used for setting diffusivity\n", "beta = np.zeros(y_K.shape) # Placeholder for fraction term in K(y) formula\n", "\n", "for yi in range(len(y_K)):\n", " if y_K[yi] < L/2:\n", " beta[yi] = y_K[yi]*np.power(L - 2*y_K[yi], 1/alpha)\n", " elif y_K[yi] >= L/2:\n", " beta[yi] = (L - y_K[yi])*np.power(2*y_K[yi] - L, 1/alpha)\n", "Kh_meridional = 0.1*(2*(1+alpha)*(1+2*alpha))/(alpha**2*np.power(L, 1+1/alpha))*beta\n", "Kh_meridional = np.concatenate((np.array([0]), Kh_meridional, np.array([0])))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(Kh_meridional, y)\n", "plt.ylabel(\"y\")\n", "plt.xlabel(r\"$K_{meridional}$\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this profile, diffusivity drops to 0 at $y=0.5$ and at $y=0$ and $y=1$. In the absence of advection, particles starting out in one half of the domain should remain confined to that half as they are unable to cross the points where the diffusivity drops to 0. The line $y=0.5$ should therefore provide an impermeable barrier.\n", "\n", "Now we can put this idealized profile into a flat fieldset:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Casting lon data to np.float32\n", "WARNING: Casting field data to np.float32\n" ] } ], "source": [ "xdim, ydim = (1, Ny)\n", "data = {'U': np.zeros(ydim),\n", " 'V': np.zeros(ydim),\n", " 'Kh_zonal': K_bar*np.ones(ydim),\n", " 'Kh_meridional': Kh_meridional}\n", "dims = {'lon': 1,\n", " 'lat': np.linspace(-0.01, 1.01, ydim, dtype=np.float32)}\n", "fieldset = FieldSet.from_data(data, dims, mesh='flat', allow_time_extrapolation=True)\n", "fieldset.add_constant('dres', 0.00005)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We release 100 particles at (0, 0.75)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def get_test_particles():\n", " return ParticleSet.from_list(fieldset,\n", " pclass=JITParticle,\n", " lon=np.zeros(100),\n", " lat=np.ones(100)*0.75,\n", " time=np.zeros(100),\n", " lonlatdepth_dtype=np.float64)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we will simulate the advection and diffusion of the particles using the `AdvectionDiffusionM1` kernel. We run the simulation for 0.3 seconds, with a numerical timestep $\\Delta t = 0.0001$s. We also write away particle locations at each timestep for plotting. Note that this will hinder a runtime comparison between kernels, since it will cause most time to be spent on I/O." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Compiled ParcelsRandom ==> /var/folders/_k/jcmdplbn0yj79g4k3g9f4nxr0000gn/T/parcels-501/parcels_random_90026758-b11d-438d-b43f-c207a0d92a19.so\n", "INFO: Compiled JITParticleAdvectionDiffusionM1 ==> /var/folders/_k/jcmdplbn0yj79g4k3g9f4nxr0000gn/T/parcels-501/ed3fb56fbd4ce833c3c02d188a729819_0.so\n", "100% (0.3 of 0.3) |######################| Elapsed Time: 0:00:21 Time: 0:00:21\n" ] } ], "source": [ "dt = 0.0001\n", "testParticles = get_test_particles()\n", "output_file = testParticles.ParticleFile(name=\"M1_out.nc\",\n", " outputdt=timedelta(seconds=dt))\n", "ParcelsRandom.seed(1636) # Random seed for reproducibility\n", "testParticles.execute(AdvectionDiffusionM1,\n", " runtime=timedelta(seconds=0.3),\n", " dt=timedelta(seconds=dt),\n", " output_file=output_file,\n", " verbose_progress=True)\n", "output_file.close() # to write the output to a netCDF file, since `output_file` does not close automatically when using notebooks" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "M1_out = xr.open_dataset(\"M1_out.nc\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can plot the individual coordinates of the particle trajectories against time ($x$ against $t$ and $y$ against $t$) to investigate how diffusion works along each axis." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2)\n", "fig.set_figwidth(12)\n", "\n", "for data, ai, dim, ystart, ylim in zip([M1_out.lat, M1_out.lon], ax, ('y', 'x'), (0.75, 0), [(0, 1), (-1, 1)]):\n", " ai.plot(np.arange(0, 0.3002, 0.0001), data.T, alpha=0.2)\n", " ai.scatter(0, ystart, s=20, c='r', zorder=3)\n", " ai.set_xlabel(\"t\")\n", " ai.set_ylabel(dim)\n", " ai.set_xlim(0, 0.3)\n", " ai.set_ylim(ylim)\n", "\n", "fig.suptitle(\"`AdvectionDiffusionM1` Simulation: Particle trajectories in the x- and y-directions against time\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the along the meridional direction, particles remain confined to the ‘upper’ part of the domain, not crossing the impermeable barrier where the diffusivity drops to zero. In the zonal, particles follow random walks, since all terms involving gradients of the diffusivity are zero.\n", "\n", "Now let's execute the simulation with the `AdvectionDiffusionEM` kernel instead. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Compiled JITParticleAdvectionDiffusionEM ==> /var/folders/_k/jcmdplbn0yj79g4k3g9f4nxr0000gn/T/parcels-501/c2c1e997a9e46090e2f8d3469b2576ce_0.so\n", "100% (0.3 of 0.3) |######################| Elapsed Time: 0:00:24 Time: 0:00:24\n" ] } ], "source": [ "dt = 0.0001\n", "testParticles = get_test_particles()\n", "output_file = testParticles.ParticleFile(name=\"EM_out.nc\",\n", " outputdt=timedelta(seconds=dt))\n", "ParcelsRandom.seed(1636) # Random seed for reproducibility\n", "testParticles.execute(AdvectionDiffusionEM,\n", " runtime=timedelta(seconds=0.3),\n", " dt=timedelta(seconds=dt),\n", " output_file=output_file,\n", " verbose_progress=True)\n", "output_file.close() # to write the output to a netCDF file, since `output_file` does not close automatically when using notebooks" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "EM_out = xr.open_dataset(\"EM_out.nc\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2)\n", "fig.set_figwidth(12)\n", "\n", "for data, ai, dim, ystart, ylim in zip([EM_out.lat, EM_out.lon], ax, ('y', 'x'), (0.75, 0), [(0, 1), (-1, 1)]):\n", " ai.plot(np.arange(0, 0.3002, 0.0001), data.T, alpha=0.2)\n", " ai.scatter(0, ystart, s=20, c='r', zorder=3)\n", " ai.set_xlabel(\"t\")\n", " ai.set_ylabel(dim)\n", " ai.set_xlim(0, 0.3)\n", " ai.set_ylim(ylim)\n", "\n", "fig.suptitle(\"`AdvectionDiffusionEM` Simulation: Particle trajectories in the x- and y-directions against time\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Wiener increments for both simulations are equal, as they are fixed through a random seed. As we can see, the Euler-Maruyama algorithm performs worse than the Milstein algorithm, letting particles cross the impermeable barrier at $y=0.5$. In contrast, along the zonal direction, particles follow the same random walk as in the Milstein algorithm, which is expected since the extra terms in the Milstein algorithm are zero in this case..\n", "\n", "Lastly, we perform the same simulation with the `DiffusionUniformKh` kernel." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Compiled JITParticleDiffusionUniformKh ==> /var/folders/_k/jcmdplbn0yj79g4k3g9f4nxr0000gn/T/parcels-501/ef97ee21f0fdfcd10c9ab50a7d4b2588_0.so\n", "100% (0.3 of 0.3) |######################| Elapsed Time: 0:00:23 Time: 0:00:23\n" ] } ], "source": [ "dt = 0.0001\n", "testParticles = get_test_particles()\n", "output_file = testParticles.ParticleFile(name=\"Uniform_out.nc\",\n", " outputdt=timedelta(seconds=dt))\n", "ParcelsRandom.seed(1636) # Random seed for reproducibility\n", "testParticles.execute(DiffusionUniformKh,\n", " runtime=timedelta(seconds=0.3),\n", " dt=timedelta(seconds=dt),\n", " output_file=output_file,\n", " verbose_progress=True)\n", "output_file.close() # to write the output to a netCDF file, since `output_file` does not close automatically when using notebooks" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "Uniform_out = xr.open_dataset(\"Uniform_out.nc\")" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2)\n", "fig.set_figwidth(12)\n", "\n", "for data, ai, dim, ystart, ylim in zip([Uniform_out.lat, Uniform_out.lon], ax, ('y', 'x'), (0.75, 0), [(0, 1), (-1, 1)]):\n", " ai.plot(np.arange(0, 0.3002, 0.0001), data.T, alpha=0.2)\n", " ai.scatter(0, ystart, s=20, c='r', zorder=3)\n", " ai.set_xlabel(\"t\")\n", " ai.set_ylabel(dim)\n", " ai.set_xlim(0, 0.3)\n", " ai.set_ylim(ylim)\n", "\n", "fig.suptitle(\"`DiffusionUniformKh` Simulation: Particle trajectories in the x- and y-directions against time\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We clearly see that in the meridional direction, particles are not able to leave the areas with a low diffusivity, accumulating on the impermeable boundaries. In the zonal direction, results are equal to those of the other two kernels. When fields have a uniform diffusivity, this kernel is the most efficient since it does not execute the interpolation steps needed for computing gradients in the diffusivity field.\n", "\n", "## References\n", "Gräwe, U. (2011). “Implementation of high-order particle-tracking schemes in a water column model.” *Ocean Modelling*, 36(1), 80–89. https://doi.org/10.1016/j.ocemod.2010.10.002\n", "\n", "Gräwe, Deleersnijder, Shah & Heemink (2012). “Why the Euler scheme in particle tracking is not enough: The shallow-sea pycnocline test case.” *Ocean Dynamics*, 62(4), 501–514. https://doi.org/10.1007/s10236-012-0523-y\n", "\n", "Maruyama, G. (1955). “Continuous Markov processes and stochastic equations.” *Rendiconti del Circolo Matematico di Palermo*, 4(1), 48.\n", "\n", "van Sebille et al. (2018). “Lagrangian ocean analysis: Fundamentals and practices.” *Ocean Modelling*, 121, 49–75. https://doi.org/10.1016/j.ocemod.2017.11.008\n", "\n", "Shah, S. H. A. M., Heemink, A. W., Gräwe, U., & Deleersnijder, E. (2013). “Adaptive time stepping algorithm for Lagrangian transport models: Theory and idealised test cases.” *Ocean Modelling*, 68, 9–21. https://doi.org/10.1016/j.ocemod.2013.04.001\n", "\n", "Shah, Primeau, Deleersnijder & Heemink (2017). “Tracing the Ventilation Pathways of the Deep North Pacific Ocean Using Lagrangian Particles and Eulerian Tracers.” *Journal of Physical Oceanography*, 47(6), 1261–1280. https://doi.org/10.1175/JPO-D-16-0098.1" ] } ], "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": "3.6.10" } }, "nbformat": 4, "nbformat_minor": 4 }