{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# DataArray - Dfs123 plotting\n", "\n", "A DataArray with gridded data, can be plotted in many different ways." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import mikeio\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dfs1" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: Tidal current u-comp\n", "Dimensions: (721, 11)\n", "Time: 2021-08-01 00:00:00 - 2021-08-31 00:00:00" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = mikeio.read(\"../tests/testdata/vu_tide_hourly.dfs1\")\n", "ds = ds.rename({\"Tidal current component (geographic East)\":\"Tidal current u-comp\"})\n", "da = ds[\"Tidal current u-comp\"]\n", "da" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "axis: nx=11 points from x0=0 to x1=0.981768 with dx=0.0981768" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "da.geometry" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot all points on line as time series\n", "da.plot.timeseries();" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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+AAypYqqWnOps4Fwzu17Sx4ArSZbc6mtAehdJFsSjB9RB6UgSxXR4hfPzgfkArePi5qBxHMcpxYCeHM+YSLzmO4Dt4fUI4LG0lWONvFpyqlOBG8Lz60iW/ZB0dXCIKEbBfV7StHBuGiW56CVNJ/H4OMXMUg+2pP4BwBXAPDMru4hmZkvMbJaZzWodFTf+mOM4Tn/6rCXVkVF2AKslfU/S1cAfgS2SLpV0aa3KsWZM1ZJTrQOOILEZzQHWAJjZaf1kLCNRYovD440AkiYAvwC+ZGa/rbdjkt5Cohg/aWaPpqljBehuKPJTbdrjLt0TOfkrhZ3x7Sex7WQtPXHH0L4lviGu/aVtUeVr05ao8tk+CDamEXE3mzeFbEd1SMNPw1Hk9noqR1FMZtYjqZicqgBcZWarw+kzgUsktZJM8+ZXELMYuFbS6cDTJIY0SJJe7QucV4zDBBxtZi+UVpb0ORJ3xT2AVZKWm9kZJJ6Ak4HvBMeIHjOb1fCgHcdxmkQxUWBeMbNrqp2XdL2ZfbTS+WjuKeWSU4XyO4CDU9TfCHygTPmFpDCgmdmlJJu8+pefAZxRq77jOM5QkvMZUy32qXYyH36TjuM4byKKiQKHMVXXzV0xpcBaoHdkXPuDteT7QzgY+5jUF/c9aOmObCfrjW+H62uP+5XWuLgJLTWyI6p8ABsR+bb3bOMiDNEzCIkls4orJsdxnAySZxtTCqoO7s2rkh3HcbKK5Tcfk6SCpB/WuGxhtZM+Y3Icx8kYebYxmVmvpN0ktZvZzgrX/KqaDFdMjuM4GSSviinwJPBbScuArmKhmX0jTWVXTGkwUNzYmBS2176mEWIHEG3dFt/7IfYG2JbIm4QL3fH/R33tkVfnJ46KKn4wAhn0tQ1CuuUGMURvvp0f1oWjBag7PIErJsdxnAySZ+cHM7sAQNJoM+uqdX1/cq2SHcdxhiOWY+cHAEl/Lukh4OHw+kBJ30lb3xWT4zhOBjFTqiOjfAv4ELARwMweAP4ybWVfyktBSw+MeDnuB2DkS3HtD21b4kZAbd3aE1U+gHri/o80CDag2PSOjpvRcufEuPJ7RsS/0VohszfzErI7G0qLmT3TL1Fr6puQKybHcZwMkuHZUBqekXQYYJLagc8RlvXS4IrJcRwnY5hBb1+uFdNZwCUk2cw7gV8Bn05b2RWT4zhOBsmzVx7wdjP7RGmBpL8AUuXQc+cHx3GcjGHk3vnh/6QsK4vPmFKgXhjxctw2ojsndMXdIVzYFt/5gdjOD71x3wMbEddxAKB7XNyv9Nbd4m5O7R4zCM4Pmb2Xl5JP5wdJfw4cBuwm6Qslp8aRJI1NhSsmx3GcDGLxs6TEoB0YQ6JbSiM+vAqckFaIKybHcZwMkuFluoqY2a+BX0v6npk9lbnID5KOkfSIpLWSFpWUHyRppaT7Jd0j6ZAK9SdJukXSmvA4MZQfJeleSQ+GxzkV6s+UdFeo/+Pgslg8Nzu0v1rSr5s9dsdxnEZIvPJaUh21qHQvLjn/CUmrwnGnpAObMIQ9G4n8EGXGJKkAfBs4isRV8G5Jy8zsIeAi4AIzu1nS3PB6dhkxi4BbzWxx+GcuIsnhsQH4iJmtk7Q/sILEJbE/XwO+aWZLJV0OnA58V9IE4DvAMWb2tKTdaw7IEjtTTHZMiLt23zMqrp+LettrX9RoGznf/9ozMr6v0eYZcdvYukfc9aXeMZG/aFAjqXd2aMZSXo17cZEngCPM7GVJxwJLgEMbbPpbJJEflkES+UFS6sgPsT7FhwBrzezxkI9jKTAvnDMSQxjAeJIItOWYB1wTnl8DHAdgZveZWbHOaqBD0ojSikq2G88BftK/PnAycIOZPR3kvTCA8TmO40SlSV551e7FoR2708yK7l0rgenN6b89069oyCM/7AWUdqqTXRr4HGCFpItJFONhFWRMNbP1AGa2vsLM5qPAfWa2o1/5ZGCTmRVdxTrZNat6G9Am6XYS49wlZvb9/oIlzQfmA7SNmVihi47jOM3HaJoreLV7cTlOB25uQruZjPxQ7j9anJieDZxrZtdL+hhwJfDBuhuQ3kWyXHd0ne23AgcDHwBGAr+TtNLMHn3dxWZLSKa0jNptRk4m/47jDBfquOlMkXRPyesl4f4F1e+Fr0PSkSSK6fD0TVekXOSHz6StHEsxdQIzSl5PZ9eS3anA58Pz64ArACRdDbwHWGdmc4HnJU0Ls6VpwGtLbpKmAz8FTjGzx8q0vwGYIKk1zJpK2+8ENgRPkS5JvwEOBB4tI8dxHGfwMbD0IYk2mNmsCueq3YtfQ9IBJPfiY81sYz1dLYeZbQA+UfPCCsRSTHcD+0maCTwLnERi24Hkn3IEcDuJHWgNgJmd1k/GMhIltjg83ggQnBd+AXzJzMqGtzAzk3Qbid/80tL64fEySa0kPveHAt+sNhgrQPeYFKNugK3T4hqtLXLSzsHIPBq7jdjye0fF995om7Ylqvx9prwUVf6Ujro9i+tma09cR52nmiSnSUt51e7FAEh6C3AD8Mn+K0cDJbT3WWBvSvSMmf3XNPWjKCYz65G0gMRjrgBcZWarw+kzgUuCYthOsOOUYTFwraTTgaeBE0P5AmBf4DxJ54Wyo8s4MSwElkq6ELiPZMkQM3tY0i+BVUAfcIWZ/bGxETuO4zSXZnjlVboXSzornL8c+AqJXf47IU1FT5UZWFp+RnLP/TnJfbYuom2wNbPlwPIy5XeQ2Hhq1d9IYgfqX34hcGGK+o+TeKSUO/d14Ou1ZDiO4wwFxVh5TZFV5l4cFFLx+RnAGU1pbBfbzezSgVb2yA+O4zhZw8hLUL9KXCLpfBKnh9e8ps3sD2kqu2JKgRVgR2yP8XfEtQ2MHb09rvz2/h77zWdEa9xAsWPadkaVP7k9vv3kbaOfiyp/n/a42/46WuIGGwbY2BPXYLysSXJyGiuvyLuBT5L4ERSX8iy8rokrJsdxnMyherzyssjxwD5hU2/deD4mx3GcLGIpj2zyADBhoJV9xuQ4jpM1LJ/RxUuYCvxJ0t283sY0dO7ijuM4ToNkdzaUhvMbqeyKKQXWAr2j4n5K3rb7hqjyZ45peDN3VWZ0xN14CTC2Ja4Dx26tm6PKH1vYFlU+QFv6OJkDohA5xHtX34jaFzVIt+XltpffGVPIyzRg3MbkOI6TRfpSHhlC0k3NuCYvPx0cx3HePOR3H9Phkqp5zAt4Zy0hrpgcx3EySE73Mc2rfQk1XchdMaVAg5DBdtP2kVHlP986rvZFGWdca1wb0+a+jqjyC4NgzX52x4So8p/bPj6q/Jd2xP0eAGztjp1tuWxs6frJoWJq1LZUxBWT4zhOFsnnUl5TcMXkOI6TQZTDGVOzqOmVJ+ltkm6V9Mfw+gBJfx+/a47jOG9STNCX8sgoktqDvnh3SK+emjQzpv8H/C3wfwHMbJWkfyFF6olhg0Fhe9wPwLrOSVHlP9ce1zbQOiKyEQ5oKcT1jS20xJXf0xs5WyOwc2NcO1nbS3EXWQZhqxeRt2I1jxzPmCT9F+By4DEST7yZkj5lZjenqZ/mUzbKzH4fEkgViRvm2XEc581OjhUT8M/AkWa2FkDSW0kyjzdNMW0IQi00cAKwfmB9dRzHcVKRb8X0QlEpBR4HUudMSaOYPgMsAd4h6VngCeCv6+qi4ziOk578brAtslrScuBaktGcCNwt6b8BmNkN1SrXdH4ws8fN7IPAbsA7zOxwM3uyVj1Jx0h6RNJaSYtKyg+StFLS/ZLukVQ2/bmkSZJukbQmPE4M5UdJulfSg+GxbOIpSTMl3RXq/7hofFPCpaFfqyS9t9ZYHMdxBhtZuiOjdADPA0cAs4EXgUnAR4AP16pcc8YkaQJwCrA30Fq0NZnZ56rUKQDfBo4COkk05TIzewi4CLjAzG6WNDe8nl1GzCLgVjNbHBTbImAhsAH4iJmtk7Q/sALYq0z9rwHfNLOlki4HTge+CxwL7BeOQ0PZoVX/CYOwwXbkM21xGyC2/PjE/gHZF/lL3hZ3fzAA45+LO4jRz8XNMNu6Nb752lrifpD+1CxB2VU6NTGz0xqpn2YpbzmwEniQ9CEDDwHWmtnjAJKWkoSqeIjk310MQzAeWFdBxjx2KaxrgNuBhWZ2X8k1q4EOSSPM7LWcH0q05xzg5JL6/0CihOYB3zczA1ZKmiBpmpm53cxxnMyQ4dlQTSTNBD5LmNAUy5uZj6nDzL5QZ7/2Ap4ped3JrlnJOcAKSReTLCUeVkHG1KKyMLP1knYvc81HgftKlVJgMrDJzIo/vzrZNasq17e96OfQIWk+MB+gdfzECl10HMeJRL5tTD8DrgR+zgBioKdRTD+QdCZwE6/PRFgtAU+5/2hR/58NnGtm10v6GEnnP5iyv7sakN5Fslx3dJ3tVzu3q8BsCYnTBx17zsjxbxfHcXJHttOmp2G7mV060MppFNNO4OvAl9n1rzJgnyp1OoEZJa+ns2vJ7lTg8+H5dcAVAJKuBt4DrDOzucDzxSU2SdMocTWUNB34KXCKmT1Wpv0NwARJrWHWVNp+tb6VpwV6I+cv63gxrvxCXNMALYOxsy3yxshCd9w7QduW+Hea0c/G3aHaui5yQsitg7DDtj12ENcmkW/FdImk84Ff8foJzR/SVE6jmL4A7Gtm9aRYvRvYL6wzPgucxC57zzoST43bSexAa0KH+xvLlpEoscXh8UZ4zRnjF8CXzKxsGF8zM0m3AScAS0vrB7kLgt3rUOAVty85jpM1chOhojzvBj5Jco8vjsTC65qkUUyrga319MjMeiQtIPGYKwBXmdnqcPpMEm3aCmwn2HHKsBi4VtLpwNMkfvAAC4B9gfMknRfKjjaz/pu3FgJLJV0I3EeyZAiJM8dcYG0YV0PeI47jOFHI94zpeGAfM6uZe6kcaRRTL3B/mIGUTskquouH88tJlED/8juAg2s1amYbgQ+UKb+QFHH6gkfgG/ZIBW+8z9Sq7ziOM1RkfI9SGh4AJlBHtIdS0iimn4XDcRzHGSzy7ZU3FfiTpLt5/YSmOe7iZnbNwPs2PDBB78i4P19aeuN+CAuRN3cWdsb/edfSE7eNwo7Yzg+DEIF9a2Qvl+7IXi6xdzlDfnKW56SbFTi/kcoVFZOka83sY5Ie5I3/IjOzAxtp2HEcx6lMnpfyzOzXkqYC7wtFvy/jB1CRajOmokv3wyT5mIqIJIyQ4ziOEwPLt1de2KP6dRLvawH/R9LfmtlP0tSvqJhKXKj3NbOn+jX6joF113Ecx0lFjmdMJPte31ecJUnaDfg3oDHFJOls4NPAPpJWlZwaC5TdPzSciR3ENbYNqG1b3E9567b4P+9aIm+ALeyInCF32zDIrzl6VFz5o0bGlQ/YiLhZeHm2SXLyrZha+i3dbSRFNosi1d6hfyHJNvhPJJG9i2yuEY7IcRzHaZA825iAX0paAfxreP1XpMxeC9WX8l4BXgE+3lD3HMdxnDcVZva3ISng4SQ2piVm9tO09SPPaR3HcZwBkeMZUwhHt7yYqVbSSEl7p0kyC3Ws+TmO4ziDRPDKS3PUolI28ZLzMbJ6X8frwy73hrJU+IwpBS290L4p7gbYURviele0bY4rv7Ur8sZOQN1xnRNadkQeQ88g+P+2FaKK7xsX1zmhL3L/Afrac/J7vAkzphrZxIvUn9W7Nq2lcfLMbKek1GHdc/IOOY7jvHkQu+Ll1Tpq8Fo28aAoitnES3ktq7eZrSRJGTStwSG8KOm18EOS5pGkI0qFz5gcx3GySHNsTNWyiVe75g1ZvevkLOBHki4j0bPPkKTBSIUrJsdxnKxRX3TxKZLuKXm9JGTghnQZu1Nl9a6HkMD1/ZLGADKzzfXUd8WUAnXDyMgZZjte3FH7ogZofTWufHVF3iEM0J3zAKWFQbCfTJ0YVf6OKXFtTN1jBuF/lJe7XnqT5AYzm1XhXJqM3fVn9U6JmW2RdBPw4XrquY3JcRwngzTJxvRaNvHgfHASSRbvUpYBpwTvvPfT/Kzee9VbIS+/HRzHcd5cNMHGVCmbuKSzwvnLiZ/V+756K0SbMVXynZd0kKSVku6XdI+kN2SZDddNknSLpDXhcWIonyzpNklbgmGtUvsLQtsmaUpJ+XhJP5f0gKTVkjy1uuM42cLqOGqJMltuZm8zs7ea2f8KZZcHpUTwxvtMOP9uM7unusQ6h2L23+utE2XGVMN3/iLgAjO7WdLc8Hp2GTGLgFvNbHFQbIuAhcB24Dxg/3BU4rfATSRh10v5DPCQmX0kRLx9RNKPquWmb+mD9i1xt2FbS9x9Un3tcSfHLTYiqnwA+tqiildv3Pe4b3T8/9GWvcfElb9X3NX/nWOjik/ISWLYPMfKk/QEZdSmme2Tpn6su9VrvvMAkoq+8w+RdHZcuG48lY1s89ilsK4hUTALzawLuEPSvtU6YGb3hbbfcAoYq+TEGOAlYBiEfXYcZ1iRY8UElDpjdAAnApPSVo6lmKr5zp8DrJB0MclS4mEVZEwtGuDMbL2k3ZvUt8tIjH3rSFJ4/JWZ5Tgll+M4w5E8Jwo0s439ir4l6Q7gK2nqx1JM1fzizwbONbPrQ5bDK4EPRupHOT4E3A/MAd4K3CLpP8zs1dKLJM0H5gO0j4rrgus4jvM6UtqPskq/eHstJDOo1Au1sRRTNb/4U9mVtv064AoASVcD7wHWmdlc4HlJ08JsaRqQOl98DU4DFpuZAWvDWug7gN+XXhQ2qC0BGDN5Ro4/Io7j5A2RG1NYJf655HkP8ATwsbSVYymm13znSfI5ngScHM6tA44gsRnNAdYAmFl/77hlJEpscXi8sUl9exr4APAfkqYCbwcer1bBBL2pww8OjFfe2hG3Aac2ke8E3WPi32q2TI/spLPntqjyR46u6IPUNPr6cnLLz/HPYTM7spH6URRTJd/5cPpM4BJJrSQedvMriFkMXCvpdBJlcmLxhKQnSRwo2iUdBxzdL1oukj4HfBHYA1glabmZnQF8FfiepAdJbkULzSx1cEHHcZzBIM9eeY0SzYfYzJaTbNzqX34HcHCK+htJZjblzu2dov6lwKVlytcBR9eq7ziOM6S4YnIcx3Eyg+XbK0/SCDPbUausEq6YUtBXgO0T4q5Lb5kZ91NoHZE/5SPif4vUEjlRYFtc+WNGxw90e8iU56PKP2BcZ1T5kwpdUeUDvNI7Kqr8hc0SlO8Z0++A/plwy5WVxRWT4zhOBsmjjUnSHiT7WEdKeg+7XIrGAal/EbhichzHySI5VEwk+0T/hmSL0DdKyjcDf5dWiCsmx3GcDJLHGZOZXQNcI+mjZnb9QOW4YnIcx8kaRj2JArPITZJOBvamRM+Y2T+mqeyKKQVWgO5xta9rhEn7vhRV/vSxr0SVv9eoTVHlA4wpxM3CO6VtS1T5U9vivgcAM9r6hyhrLpNbtkaVPxi80Bs3AnszEPmcMZVwI/AKcC9Q9xfXFZPjOE4Wybdimm5mxwy0sqdWdxzHySAyS3VklDslvXuglX3G5DiOkzVyHl0cOBz4mxAkewfJ6qSZ2QFpKrtiSoPAIs8tR7fHDV45aUTcjYt7tL9a+6IGGd8a176xW+vmqPLHtsQNgArwXM+EqPL/1LtnVPmv9I6MKh9gY3fsNLl/aoqUnNuYjm2ksi/lOY7jZBD1pTuyiJk9RZL6aE54vpU69I3PmBzHcbJIjmdMks4nSQ74duBqoA34IfAXaeq7YnIcx8kalvulvONJEr/+AZKsDpKGPIOt4ziO0wj5Vkw7zcykRL1KGl1PZVdMKVAfFCIHhu58YWJU+Zu2xjUqrxm5W1T5AKPb4jqIjGrtjip/MHj61QlR5W96pa77S930bhuEW1JP7Ay21zYsYRhssL1W0v8FJkg6E/jvwP9LW9kVk+M4TgZRXz41kyQBPwbeAbxKYmf6ipndklaGKybHcZyskeN9TGEJ72dmdjCQWhmVEs1dXNIxkh6RtFbSopLygyStlHS/pHskHVKh/iRJt0haEx4nhvLJkm6TtEXSZVXaXxDaNklTSso/IWlVOO6UdGAzx+04jtMM8uwuDqyU9L6BVo4yY5JUAL4NHAV0AndLWmZmDwEXAReY2c2S5obXs8uIWQTcamaLg2JbRJIccjtwHrB/OCrxW+Am4PZ+5U8AR5jZy5KOBZYAh1YdkEEhrnmDwpNxbUBdbR1R5W8ZhLm3FXL6EzLQ0h3btgEdz8dtY9KLcd+Dtq58v8cATzVLUL7/FUcCn5L0FNBFRiI/HAKsNbPHASQtBeYBD5H8u4uxuscD6yrImMcuhXUNiYJZaGZdwB2S9q3WATO7L7Tdv/zOkpcrSRJaOY7jZIq8Oj8EG9NZNKCjYymmvYBnSl53smtWcg6wQtLFJEuJh1WQMdXM1gOY2XpJu0fo5+nAzeVOSJoPzAdoGxvXY85xHOd1GJDdAK1VCTambwYb04CIZWMqt55Q/C+fDZxrZjOAc4ErI/WhKpKOJFFMC8udN7MlZjbLzGYVRsV1kXUcx+nPm9nGFEsxdZLESSoynV1LdqcCN4Tn15Es+yHp6uAQsTyce17StHBuGvBCszon6QDgCmCemcXNrOY4jlMnxX1MaY6MciTwO0mPBUezByWtSls51lLe3cB+kmYCzwInASeHc+uAI0hsRnOANQBmdlo/GctIlNji8HhjMzom6S0kivGTZvZoukrQ19aM1iszsmlqtzzqi2sUH5xfbpHH0BtVPG1b499Fxj4ddyd4e+emqPLpGoQMuW052CVjltulvEBD0cWjvENm1iNpAbACKABXmdnqcPpM4BJJrSQedvMriFlMsnv4dOBp4MTiCUlPkjhQtEs6Djg6ePxRcs3ngC8CewCrJC03szOArwCTge8Ex4geM5vV+Kgdx3GaR4ZnQ2loqPfRfjqY2XJgeZnyO4CaRrGwxPaBCuf2TlH/UuDSMuVnAGfUqu84jjOk5Fsx/YJkBAI6gJnAI8C70lTOwZzWcRznzUeeZ0xm9rq06pLeC3wqbX1XTCmwFugeE7eNEZviyi/siPspj70BGUC9sccQefPo5shGLKD92Veiyu9b91xc+Vvj25haRsbPktswBkT+vEMSYYckrt3ewJPAx8zs5X7XzAC+T2IW6QOWmNkl9bRjZn+ox0vPFZPjOE4GGaQZU6UIO6X0AP8jKJexwL2Sbulv1y9F0hdKXrYA7wVeTNspT63uOI6TRYqeebWOxphHElmH8HjcG7th682smPBvM/AwSRCFaowtOUaQ2Jzmpe2Uz5gcx3EyyCDNmOqKsCNpb5LMtHdVu87MLmikU66YUmAt0NsR91OiyMnLWrfH7X/rtvjfopadcTdLFSLLb908CIa43rh2LLXF3dA3GPafllGj4jbQDDNZfWkvpki6p+T1EjNbUnwh6d9I7EP9+XI9XZI0BrgeOMfMXq1x7S3AiWa2KbyeCCw1sw+lacsVk+M4TsYQdTn7bKi2F9PMPlixHel5SdPCbKlihB1JbSRK6UdmdkO5a/qxW1EphT68XE+8U7cxOY7jZBCZpToapBhhBypE2AnRwq8EHjazb6SU2xui7BRl/Bl1zAFdMTmO42QNq+NojMXAUZLWkOTPWwwgac+SuKV/AXwSmBPimd4fculV48sk6Yl+IOkHwG+AL6XtlC/lOY7jZI7BiZVXKcKOma0D5obnd1BnoEoz+2XYVPv+UPdcM9uQtr4rphSoDwo74jonjHg1ruG9/dW4RvHWru6o8gFadsYdQ8v2nqjytSP+/yg2mjCu9kWNyNcgLOJ0tMeVn/r2W508R34ACIropoHUdcXkOI6TRfIdXbwhXDE5juNkDYsfgivLuGJyHMfJIjnUSyH2XkXM7KU0clwxpUC90BY3NiYdL8W1P7S9HDeBXMur26LKB2Bn5A2qOwZhA2xsItuAeieNjSt/dOSMnEBfW2Q71sPNEdMEV/Ch4F52pbvojwH7pBHiislxHCeL5FAxmdnMZshxxeQ4jpM1jCTBRI4JYYj2I0kUCICZ/SZNXVdMjuM4GUM0JarDkCHpDODzwHTgfpL9TL8D5qSpH22xVdIxkh6RtDbk+SiWHyRpZdg9fI+kQyrUnyTpFklrwuPEUD5Z0m2Stki6rEr7MyXdFer/WFJ7ybnZof3Vkn7dzHE7juM0hb6+dEc2+TzwPuApMzuSJCJ56nxMUWZMkgrAt0lCXHQCd0taFhJLXQRcYGY3h7AWFwGzy4iplMBqO3AesH84KvE14JtmtlTS5cDpwHclTQC+AxxjZk+nCSyoPmjfkmbkA0fdkT9gw8H1VHE3OdMaeQGhY0Rc+cCOPcdHld+1V9zNqTvHRn6PSbIFROWWJsjI/1LedjPbLglJI8zsT5LenrZyrLfoEGCtmT1uZjuBpexKEmVA0XVoPLCugoyyCazMrCuEyKjoZhaCDs4BftK/PnAycIOZPR3klY2m6ziOM5QMUhDXWHSGScDPgFsk3Ujle/0biPUTcS/gmZLXncCh4fk5wApJF5MoxsMqyKgrgVU/JgObzKwYY6aTXRkX3wa0SbqdJLviJWb2/f4CJM0H5gO0jZlYR9OO4zhNILtKpyZmdnx4+g+SbiOZhPwybf1YiqmSDzvA2SQB/a6X9DGScOoV84VEaL8VOJgkcOFI4HeSVprZo6+7OEm0tQRg1O4z8vsJcRwnhwxOENdmU2GD7YPhcQwwpBtsO4EZJa+ns2sadyqJYQzgOuAKAElXkxjI1pnZXCBVAqsKbAAmSGoNs6bS9jtJEmt1AV2SfgMcCDxaXhQg6CvU0foA2DKjo/ZFDVDYPa59o6Un7sZLAPXl74taSvfo+AFKX907bhtb94obSJexcQPpAmDx7VgNY+TVLly6wfYtwMvh+QTgaSDVPqdYn+K7gf2CZ1w7cBJJQipIFMQR4fkcYA2AmZ1mZgcFpQQpElhVwswMuA04oUz9G4H/LKlV0iiSJcYm7dV2HMdpDnm0MZnZTDPbB1gBfMTMppjZZODDQJrMt0CkGZOZ9UhaEDpXAK4ys9Xh9JnAJZJaSRwY5lcQsxi4VtLpJJr2xOIJSU+SOFC0SzoOODp4/JWyEFgq6ULgPpIlQ8zsYUm/BFaR+L1cYWZ/bHDIjuM4zSVjSqdO3mdmZxVfBC/sr6atHM0/1syWA8vLlN9BYuOpVb9sAqtwbu8U9R8n8Q4sd+7rwNdryXAcxxkSDMj30vUGSX8P/JBkNH8NbExb2VOrO47jZI7g/JDmyCYfB3YDfkriMr57KEuFhyRKgRVg54S4bWzZO658i/xOW8sw2BgZ2cFFo+NHL997zyalT63AoVOeiip/WvumqPIBXukZFVX++c0SlF2lU5OQ3uLzNS+sgCsmx3GcrGFAb/5CP0i6zMwWSPo5ZTJKmdl/TSPHFZPjOE7mMLD8KSbgFGABcHEjQlwxOY7jZJF8LuU9BmBmDQXHdsWUgr4C7JgY90My/YD1UeVPG7U5qvw9OiKn+AXGFHZElT+xrSuq/D3bNkWVD3DQiM6o8t/aGnejdpvi35I29sV9n5tiY8qvV95ukr5Q6aSZfSONEFdMjuM4WSSfM6YCSeihhryhXDE5juNkkXwqpvVm9o+NCnHF5DiOkzXMoDdyXMI4NGXfiCumNAj62uP+ejlwYupUJQNi/9FxbQ/7jXguqnyAyS1bo8qfWoh7IxjfEj9RYJtGRm8jJq/2bYvexkt5CY6azxlT2Wg99eKKyXEcJ4vkUDGFjbUN44rJcRwnc1hevfKagismx3GcrGFg+dxg2xRcMTmO42SRHIYkahaumNJgUNgRN0jp01snRpXf2hLXsL/d2qLKB5hQiOv8sFvrq1HlF4h/o3ls59So8p/cPiWq/Bd3jokqH+DV7tgOIt9tXIQZ9LlichzHcbJEDp0fmoUrJsdxnAxib+IZU7QMN5KOkfSIpLWSFpWUHyRppaT7Jd0jqWyWWUmTJN0iaU14nBjKJ0u6TdIWSZdVaX+mpLtC/R9Lag/lknRp6NcqSe9t9tgdx3EaI/eJAhsiyoxJUgH4NnAU0AncLWmZmT0EXARcEHLAzw2vZ5cRswi41cwWB8W2CFgIbAfOA/YPRyW+BnzTzJZKuhw4nWTx91hgv3AcGsoOrTqePmjtimtjeuCJ6VHlPzwyru1hRHtPVPkAba1x7WTtkTfYbu+Jv0Cx6cW4NprChri2xLbI3zOAQTD1NU5+g7g2hVgzpkOAtWb2uJntBJYC88I5A8aF5+OBSiEP5gHXhOfXAMcBmFmXmd1BoqDKIknAHOAn/esHud+3hJXABEnT6hqd4zhORAyw3t5URyNUWpmqcG1B0n2Sbmqo0RTEUkx7Ac+UvO4MZQDnAF+X9AxJMqkvVZAx1czWA4TH3etofzKwycyKP+NL26/WN8dxnKHHQqLANEdjFFem9gNuDa8r8Xng4UYbTEMsxVRuPl6cl54NnGtmM4BzgSsHuf1q53YJkOYHG9g9vV1x87c4juP0x/os1dEgZVem+iNpOvBfgCsabTANsRRTJzCj5PV0di3ZnQrcEJ5fR7Lsh6Srg0PE8nDu+eISW3h8oY72N5As0RUX9Uvbr9a31zCzJWY2y8xmFUaPrqNpx3GcJpB+xjSl+CM6HPPraCXtytS3gC8ySBa6WNbYu4H9JM0EngVOAk4O59YBRwC3k9iB1gCY2Wn9ZCwjUWKLw+ONaRs3M5N0G3ACiX2rtP4yYIGkpSROD68U35hK7FjXueHRr3zhqbTtA1NIlGPe8XFkh+EwBhge46g1hj9rtIHNvLzi3+wnaXczbzCzYyqdlPRvwB5lTn05jXBJHwZeMLN7Jc1O2afGMLMoBzAXeJQkB/yXS8oPB+4FHgDuAg6uUH8yyZrnmvA4qeTck8BLwBaSGdA7y9TfB/g9sJZkZjYilIvEY/Ax4EFgVoSx3xPr/zqYh48jO8dwGMNwGcdwGEPJWB4BpoXn04BHylzzT+E++yTwHLAV+GHMfik07DQRSfeY2ayh7kej+Diyw3AYAwyPcQyHMRSR9HVgo+3aljPJzL5Y5frZwP80sw/H7Fe0DbaO4zhO5lkMHCVpDcm+08UAkvYssfcPOh6SKA5LhroDTcLHkR2GwxhgeIxjOIwBADPbSJmss2a2jsQc07/8dhL/gKj4Up7jOI6TKXwpz3Ecx8kUrpgaoFKg2pLzuQgYm2Icnwj9XyXpTkkHDkU/q1FrDCXXvU9Sr6QTBrN/aUkzDkmzw56/1ZJ+Pdh9rEWKz9N4ST+X9EAYQ/+tIplA0lWSXpD0xwrnc/H9ziVD7a6Y1wMokLic7wO0k7i/v7PfNXOBm0lc1N8P3DXU/R7gOA4DJobnx2ZtHGnGUHLdvwPLgROGut8DfC8mAA8Bbwmvdx/qfg9gDH8HfC08341k60f7UPe9zFj+Engv8McK5zP//c7r4TOmgVMtUG2RPASMrTkOM7vTzF4OL1eSRMvIEmneC4DPAtdTXxSRwSTNOE4GbjCzpwHMLGtjSTMGA8aGYMtjSBRT/PD0dWJmvyHpWyXy8P3OJa6YBk6aYLB5CBhbbx9PJ/mVmCVqjkHSXsDxwOWD2K96SfNevA2YKOl2SfdKOmXQepeONGO4DPhPJFFgHgQ+b9Z4NNIhIA/f71zi7uIDJ00w2FQBY4eY1H2UdCSJYjo8ao/qJ80YvgUsNLPe5Id6JkkzjlbgYBIX35HA7yStNLNHY3cuJWnG8CHgfpKQZG8FbpH0H2b2auS+NZs8fL9ziSumgZMmGGyqgLFDTKo+SjqAJLLwsZbsfcgSacYwC1galNIUYK6kHjP72aD0MB1pP1MbzKwL6JL0G+BAkvBfWSDNGE4DFltiqFkr6QngHSQhxPJEHr7fucSX8gbOa4FqlaRtP4kkQGwpy4BTgvfO+0kRMHYIqDkOSW8hiQj/yQz9Mi+l5hjMbKaZ7W1me5MkkPx0xpQSpPtM3Qj8Z0mtkkaRBCIelBw5KUkzhqcJmzolTQXeDjw+qL1sDnn4fucSnzENEDPrkbQAWEHiiXSVma2WdFY4fzmJ99dckkCyW0l+KWaKlOP4CklQ3e+EGUePZShWWMoxZJ404zCzhyX9ElhFkoLgCjMr6848FKR8L74KfE/SgyTLYQvNLHMRxyX9KzCbJK1EJ3A+0Ab5+X7nFY/84DiO42QKX8pzHMdxMoUrJsdxHCdTuGJyHMdxMoUrJsdxHCdTuGJyHMdxMoUrJsdxHCdTuGJyHMdxMoUrJsepg5DPaZWkDkmjQz6h/Ye6X44znPANto5TJ5IuBDpIgqh2mtk/DXGXHGdY4YrJceokxIC7G9gOHGZmvUPcJccZVvhSnuPUzySSBHdjSWZOjuM0EZ8xOU6dSFpGkpl1JjDNzBYMcZccZ1jh0cUdpw5CxtgeM/sXSQXgTklzzOzfh7pvjjNc8BmT4ziOkyncxuQ4juNkCldMjuM4TqZwxeQ4juNkCldMjuM4TqZwxeQ4juNkCldMjuM4TqZwxeQ4juNkCldMjuM4Tqb4/8x2OLKI7a1SAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# first 48 hours... \n", "da[:49].plot.pcolormesh();" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da.plot.hist(bins=40);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dfs2" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: Elevation\n", "Dimensions: (1, 264, 216)\n", "Time: 2020-05-15 11:04:52 - 2020-05-15 11:04:52" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "da = mikeio.read(\"../tests/testdata/gebco_sound.dfs2\")[0]\n", "da" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "x-axis: nx=216 points from x0=0 to x1=0.895833 with dx=0.00416667\n", "y-axis: ny=264 points from y0=0 to y1=1.09583 with dy=0.00416667\n", "Number of grid points: 57024" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "da.geometry" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = da.plot.contour(figsize=(8,8), cmap=\"plasma\")\n", "ax.set_xlim([12.5, 12.9]);\n", "ax.set_ylim([55.8, 56]);" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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