{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Dfsu - Speed and direction" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import mikeio" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Geometry: Dfsu2D\n", "Dimensions: (time:9, element:884)\n", "Time: 1985-08-06 07:00:00 - 1985-08-07 03:00:00 (9 records)\n", "Items:\n", " 0: Surface elevation (meter)\n", " 1: U velocity (meter per sec)\n", " 2: V velocity (meter per sec)\n", " 3: Current speed (meter per sec)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = mikeio.read(\"../tests/testdata/HD2D.dfsu\")\n", "ds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This file is missing current direction :-(\n", "\n", "Lets'fix that!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate speed & direction" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: U velocity\n", "Geometry: Dfsu2D\n", "Dimensions: (time:9, element:884)\n", "Time: 1985-08-06 07:00:00 - 1985-08-07 03:00:00 (9 records)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.U_velocity" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to use Numpy functions on a DataArray, we first convert the DataArrays (U, V) to standard NumPy ndarrays." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "u = ds.U_velocity.to_numpy()\n", "v = ds.V_velocity.to_numpy()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "direction = np.mod(90 -np.rad2deg(np.arctan2(v,u)),360)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Write new file" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Geometry: Dfsu2D\n", "Dimensions: (time:9, element:884)\n", "Time: 1985-08-06 07:00:00 - 1985-08-07 03:00:00 (9 records)\n", "Items:\n", " 0: Surface elevation (meter)\n", " 1: U velocity (meter per sec)\n", " 2: V velocity (meter per sec)\n", " 3: Current speed (meter per sec)\n", " 4: Current direction (degree)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from mikeio.eum import ItemInfo, EUMUnit, EUMType\n", "\n", "ds[\"Current direction\"] = mikeio.DataArray(direction, time= ds.time, item = ItemInfo(\"Current direction\", EUMType.Current_Direction, EUMUnit.degree), geometry=ds.geometry)\n", "ds" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "ds.to_dfs(\"speed_direction.dfsu\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Geometry: Dfsu2D\n", "Dimensions: (time:9, element:884)\n", "Time: 1985-08-06 07:00:00 - 1985-08-07 03:00:00 (9 records)\n", "Items:\n", " 0: Surface elevation (meter)\n", " 1: U velocity (meter per sec)\n", " 2: V velocity (meter per sec)\n", " 3: Current speed (meter per sec)\n", " 4: Current direction (degree)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nds = mikeio.read(\"speed_direction.dfsu\")\n", "nds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Plot" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "step = 1\n", "\n", "ax = ds.Current_speed[step].plot(figsize=(10,10))\n", "ax.set_ylim([None, 6903000])\n", "ax.set_xlim([607000, None])\n", "ec = ds.geometry.element_coordinates\n", "x = ec[:,0]\n", "y = ec[:,1]\n", "u = ds.U_velocity.to_numpy()\n", "v = ds.V_velocity.to_numpy()\n", "ax.quiver(x, y, u[step], v[step], scale=6, minshaft=3);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot quiver on Cartesian overlay instead \n", "Create overset grid and interpolate data on to this" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "x-axis: nx=33 points from x0=605902 to x1=607502 with dx=50\n", "y-axis: ny=93 points from y0=6.90242e+06 to y1=6.90702e+06 with dy=50\n", "Number of grid points: 3069" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g = ds.geometry.get_overset_grid(dx=50)\n", "g" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'UTM-29'" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "g.projection" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "ui = ds.U_velocity.interp_like(g)\n", "vi = ds.V_velocity.interp_like(g)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ui.plot();" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = ds.Current_speed.plot(figsize=(10,10))\n", "\n", "u = ui.to_numpy()\n", "v = vi.to_numpy()\n", "ax.quiver(g.x, g.y, u[step], v[step], scale=8, minshaft=5)\n", "\n", "ax.set_ylim([None, 6903000])\n", "ax.set_xlim([607000, None])\n", "ax.set_title(f'Current speed with overset grid; {ds.time[step]}')\n", "ax.set_xlabel(\"Easting (m)\")\n", "ax.set_ylabel(\"Northing (m)\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Clean up" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "import os\n", "os.remove(\"speed_direction.dfsu\")" ] } ], "metadata": { "interpreter": { "hash": "fa576ebcd40e010bdc0ae86b06ce09151f3424f9e9aed6893ff04f39a9299d89" }, "kernelspec": { "display_name": "Python 3.8.10 64-bit ('base': conda)", "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }