{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Structure functions with 2D data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example will guide you through each step necessary to compute velocity- and vorticity-based structure functions from a 2D simulation of surface ocean velocity. \n", "\n", "**General procedure:**\n", "\n", "1. Load a dataset generated with GeophysicalFlows.jl\n", "2. Format the dataset\n", "3. Calculate velocity-based and scalar-based structure functions for the zonal and meridional directions as a function of separation distance\n", "4. Plot the structure functions as a function of separation distance" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [] }, "outputs": [], "source": [ "import matplotlib_inline.backend_inline\n", "import seaborn as sns\n", "\n", "sns.set_style(style=\"white\")\n", "sns.set_context(\"talk\")\n", "\n", "matplotlib_inline.backend_inline.set_matplotlib_formats(\"png\", dpi=200)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load the dataset generated with GeophysicalFlows.jl\n", "We will use `h5py` to load a `.jld2` file, the output from [GeophysicalFlows.jl](https://fourierflows.github.io/GeophysicalFlowsDocumentation/stable/), a numerical ocean simulator written in Julia." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import h5py\n", " \n", "f = h5py.File('example_data/2layer_128.jld2', 'r')\n", "grid = f['grid']\n", "snapshots = f['snapshots']\n", "\n", "# Initialize the grid of x and y coordinates\n", "x = grid['x'][()]\n", "y = grid['y'][()]\n", "\n", "# Grab the top layer and final snapshot of the simulation for u, v, and q\n", "u = snapshots['u']['20050'][0]\n", "v = snapshots['v']['20050'][0]\n", "q = snapshots['q']['20050'][0]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make a couple of quick plots to see the velocity fields." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig, (ax1, ax2) = plt.subplots(1,2, sharex=True, sharey=True, figsize=(12,5))\n", "p1 = ax1.pcolormesh(x,y,u, cmap='RdBu',vmin=-5,vmax=5)\n", "p2 = ax2.pcolormesh(x,y,v, cmap='RdBu',vmin=-5,vmax=5)\n", "fig.colorbar(p1,label='u-velocity')\n", "fig.colorbar(p2, label='v-velocity')\n", "ax1.set_xlabel('x')\n", "ax2.set_xlabel('x')\n", "ax1.set_ylabel('y')\n", "ax2.set_ylabel('y')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate advective velocity structure functions\n", "By default `fluidsf.generate_structure_functions_2d` will generate the advective velocity-based structure function. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import fluidsf\n", "\n", "sf = fluidsf.generate_structure_functions_2d(u, v, x, y)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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BXdCWLVsIlwAAEUPABADo9GbOnKm8vDy/tnvvvVennXZas68xatQovfXWW7rkkku0aNGi+vbS0lI9/vjjuuuuu0JWLyBJ999/v+6///5ol4FmGj9+PEEiAKBLYw0mAECn99Zbb/k9P/roo1sULu3mcDj06KOPKjEx0a/9ww8/VGVlZZtqBAAAADoyAiYAQKe2cePGBgvbnnrqqa2+Xnp6uqZOnerXVlNTo/nz57f6mgAAAEBHR8AEAOjU1q9f36Ctd+/ebbrm8ccf36Dtt99+a9M1AQAAgI6MNZgAAJ1aoAVuS0tL23TNAQMGKC4urv7a8fHx8nq9rb7eqlWrtHHjRhUVFamqqkqpqalKS0vTmDFjwrZ4+OrVq7V8+XIVFRVJklJTUzV48GANHTpUNpstZPfZunWr1q5dq9LSUpWVlammpkYxMTFKTU1Vjx49NGzYsAZTDtuiurpa3333nTZv3qyEhASNHDlSI0eObPb5lZWVWrZsmYqKilRWVqby8nJZLBbFx8ere/fuGjRokHr16hWyeiOhoqJCS5YsUX5+vkpKSmSz2dStWzfl5ORo9OjRstvtYbnv+vXrtXLlSuXn58vr9SotLU05OTnaf//9FRMTE5Z7NtemTZu0bNky7dy5U16vV927d1f//v01fPjwqNXk9Xq1Zs0arV69WiUlJXK5XEpOTlZqaqr69u2rwYMHR6223aL1/VFQUKClS5dq27ZtqqmpUUpKijIyMrTffvupW7duIb3PypUrtXXrVlVWVio2NlYpKSkaPHiwBg0aJIvF0uZ77P5+3Llzp4qKimS325WWlqbevXtr5MiRMpv5/T+AjouACQDQqQUKL/73v/9p7Nixrb6myWTS+++/r9jYWKWmprbqDXp+fr6ef/55/e9//1N+fn7Q+4wcOVJnnnmmTjnllGa/uXniiSf05JNP1j+/7rrrdOWVV0qSvvzySz366KNat25dwHO7deumU045RZdddplSUlJa9knt8tNPP+m///2vFixYoO3btzd6rMVi0f77769zzz1XxxxzjEwmU5PX3/ONdmJion766SdJ0uzZs3XnnXdq586dfsf37dtX06ZN00knnRTw+gUFBXr77bf19ddfa+XKlU2GhT179tTJJ5+sqVOnNvp31Fgg8P777+v999/3a9t7gehbbrnF75hx48Zp1qxZjda2m9fr1RdffKFZs2bp119/Dfo5xcXF6eCDD9Yll1yifffdt1nXlqRJkyb5TT1dtGiRkpKS5PF49NZbb+mVV17R5s2bg95z4sSJuuaaa9SvX79m37OtPB6P/vvf/+q1117TmjVrAh4zYMAAnX/++ZoyZUqzvhb3tGDBAv3pT3/ya5szZ4569uzZ6Hlr1qzRzJkz9fnnn6uioiLocenp6TrkkEN0zjnnaPTo0UGP2/vrZm97f13ed999jU4bDtf3R7B6n3rqKR111FGSpG+++UbPPfdc/ff43nb//3HFFVdowoQJTd4rEJfLpQ8//FBvv/22li5dGvS4pKQknXzyybrwwguVk5PT4vt89tlnev3117V48WJ5PJ6Ax6SkpGjSpEm68sorO1yQDQASU+QAAJ1coDf5r7/+epvXTOrbt6+ysrJaHC4ZhqFnnnlGxxxzjGbNmhU0XNp97NKlS/X3v/9dJ598slasWNHqen0+n+666y5dffXVQcMlSSouLtaLL76oyZMna86cOS26x44dO3TxxRfr3HPP1fvvv99kuCTVBSELFy7Uddddp6lTp6qwsLBF99ztxx9/1LXXXtsgXJLqRqs88cQTDQIDn8+nZ555RkcffbSeeOIJLVu2rFkj0bZt26Ynn3xSxxxzjL7++utW1RtOq1at0kknnaTrr79eixcvbvRzqq6u1uzZs3XWWWfpqquuUnFxcavvm5ubqylTpujuu+8OGi7tvucnn3yiE044QTNmzGj1/Vpiw4YNOuWUU/SPf/wjaLgk1Y26uuOOO3TxxRerpKQk7HU9/vjjOvnkk/XOO+80Gi5JUmFhoT744ANNmTJFf/3rXwOOzgylaH5/OJ1O3XjjjbrsssuChkvS7/9/XHTRRbr++uvldrtbdJ8ff/xRxx57rG677bZGwyVJKi8v18yZM3X88cfrnXfeafY91q1bpylTpujPf/6zFi5cGDRckupG17733nv6wx/+oAcffLBNI2MBIBoImAAAnVpOTo6GDh3q1+Z2u3XppZdq+vTprQ40WsPlcun666/Xo48+qpqamhadu2bNGp133nn66quvWnXvO++8U6+//nqzjy8rK9NVV12lN998s1nHb9iwQaeddpq+//77VtUn1Y2Cueyyyxp9AxZIZWWlbrrppkbfjB177LF+z71er/785z/r0UcfldPpbFW9paWluvrqq5t8YxpJH330kU4//XStXbu2xefOnj1bU6ZMCbhuWVO2b9+uc889t0UhqNvt1r///e8WfV22xrJly3TGGWc0Gizt7YcfftBll10W1hDn3nvv1VNPPdWqEOGjjz7SJZdcIpfLFYbKovv94XK5NG3aNP3f//1fi8779NNPae4ELwAAIq1JREFUdeONNzb7+Ndee00XXnhhg00gmlJdXa3bbrtNzz77bJPHzp8/X2effbZ+/fXXFt3D7XbrhRde0JVXXhn2IBEAQokpcgCATu+SSy7RX/7yF782l8ulZ599VjNmzNCECRN01FFH6bDDDlNWVlbY6vjLX/6i//3vfw3aDzroIB199NEaOHCgEhISVFxcrGXLlumTTz7xG21UXV2ta665Rq+++qrGjBnT7Pt++umnfoGDw+HQH//4R02cOFFZWVkqKyvTokWL9O677/qNADIMQ3fddZd69uypQw45JOj1nU6nrrrqqgZhXWpqqv74xz9q3333VU5OjmJjY1VVVaW8vDwtXrxYn3zySYP1sFasWKE33nijwU59jXnqqadUUFDQ6DHHHXdcg3O++OILvzaTyaQjjjhChx9+uPr161c/5aukpESrVq3SZ5991mAxd7fbrTvvvFPvvfdeg3sec8wx9Y8XLlzoNyKmR48eGjFiRLM/x+b4/vvvdeuttzYYxZGUlKTjjjtOEyZMUPfu3eVyubRt2zbNnTtXs2fP9gs4tm7dqj/96U967733WvS9cP311ysvL6/++bhx4zR58mQNHjxYcXFx2rFjh77//nt9+OGHDd4wP/TQQ5o8ebLS09Nb+ZkHt3PnTl122WWqrKz0a09ISNApp5yiCRMmKCMjQ2VlZVq2bJnef/99bdq0SZK0dOlSLVu2LOQ1SdLXX3/dYLpjfHy8TjrpJI0dO7b++6W6ulobN27Ul19+2SBc/vnnn/Xyyy/rsssu82sfOXJk/d9xbm6uli9f7te/59elVPe1uLdIfH8E88QTT2jDhg31z/v27asTTzxRo0ePVmpqqoqKirRs2TK99dZbDUaAfvbZZzrllFN0+OGHN3qPzz77THfffXeD9rS0NB1//PEaP368MjMz5fP5tHr1ar3//vtasmSJ37HTp0/XkCFDgt5r2bJluuSSSxp8P6akpOikk07SuHHjlJmZKbfbre3bt+ubb77RF1984Rcafv311/rLX/6iZ555ptHPBwDaC5NhGEa0iwAAINymTZumuXPnNnlcv379dMABB2j//ffX2LFjm1w/pblmzZqle++9168tKytLDz30kMaNGxfwHJ/Pp9dff13333+/35uUHj166P3331dycnLA8/Zeg2lPQ4cO1SOPPBJw7ZuKigrdfvvt+uyzzxrU+fnnnysuLi7gNZ977jk9/PDDfm2HHXaYpk+f3ugC3pWVlbr99tv16aef+rUPGzas2WvI2Gw2mc1m1dbWSqp7g3jIIYcoLS1Nubm5+vHHH5WSkqIvv/yy/py8vDwdffTRfn+nKSkp+s9//tPkOkQffPCBbrvttgZvGj/88EMNGTIk6HlTp07VwoUL65+fcsopuv/++xu9V0vWYMrLy9Nxxx3XILz5wx/+oDvuuCPoQsirVq3STTfd1GD9p/3220+zZs2S1Rr4d5F7r8G0W0ZGhu6///6ggeTWrVt1xRVXNJim+ec//1nTpk0LeE5bXHXVVZo9e7Zf27hx4/TQQw8FDNBcLpeefPLJoKNTGvs3aMkaTOecc45+/vnn+uf9+/fXSy+9pO7duwf9XL755htdd911fqMf09LS9O233wb9d3rvvfd06623+rXt/W+9t0h/fwRbM8pms+mvf/2rpk6dGnD9uZqaGt10000NQvuDDz5YL730UtAad+7cqWOPPbZB6DhlyhTdfPPNSkhICHjea6+9pnvvvVc+n6++LSsrS7Nnz24wVbqiokKnnHKKtm7d6td+1lln6aabblJ8fHzAe2zevFk333xzgzDrlltu0YUXXhj0cwKA9oIpcgCALuHhhx8OGuTsaePGjXr77bd1880368gjj9QRRxyhv/3tb/r0008bvCFpruLiYj300EN+bdnZ2XrnnXcarclsNuu8887TE0884fcGKzc3Vy+++GKL6xgyZIheeeWVoAsrJyYmavr06frDH/7g156fn6/XXnst4Dk+n0+vvvqqX1vPnj312GOPNbk7XEJCgh588EENHDjQr33lypXNXgvI7XbXh0unn366Zs+erQceeEA333yzHn/8cX3zzTeaPn263zmvv/56gzfADzzwQLMWuT755JN19dVXN2ifN29es+oNl6effrpBuHTmmWfqkUceaXSXrSFDhui1117TqFGj/NoXL16sDz74oEU1JCQk6JVXXml0tFuvXr305JNPNtipsLVTPxuzbNmyBuHSmDFj9NxzzwUdnWW323XDDTfo+uuvD3k9u5WUlPiFS1LddLnGwiVJOvzwwxtMASsqKmpwrbZqL98f9913ny644IKgmxvExsbq4YcfVt++ff3aFy1a1Oj/1c8880yD/osuukj33HNP0HBJks4991xde+21fm35+fn6+OOPGxz79NNPNwiXrr32Wt11111BwyVJ6tOnj1566aUGrwuPP/64ysrKgp4HAO0FARMAoEuIi4vTjBkzdPHFFwf9bX8geXl5evfdd3X99dfrwAMP1BVXXNHihWtff/11v3VMTCaTHnnkkWZPQZo4cWKDKWNvvvlmi9bmsNvtmj59etBRT7uZzWbdc889DWp77bXXFGjQ8+LFixtMU7niiiuCjnbam9Vq1UknndSgvakpb3s75JBDdO+99za4b1xcnEaOHOnX9vnnn/s933///ZucUrOn0047rUHbjh07WlBtaG3btq3BFKShQ4fq9ttvb9ZOaLuDxb3f+D7//PN+ozWaMm3aNA0YMKDJ4/r166fJkyf7te09tSoU9l7byW6367777lNsbGyT515++eVt2mmyMYFGfg0fPrxZ555xxhl+IUhiYqK2bNkSstqk9vH9cfjhh+uEE05o8ji73d5gZI/b7Q66kUFVVVWD0VLDhw9vMIU6mEsvvbTBlMK9R2BWVlbq7bff9ms79NBDddVVVzXrHruDsz3/L6uurtYbb7zRrPMBIJoImAAAXYbNZtNNN92kDz/8UCeeeGKLd4Bzu9366quvdPnll2vKlCkN1jYJZu+FsidOnNiiLeGlut+wm82/v2yXlZX5Tftqytlnn92sN/9S3ZvWvd+05eXlBRwpERMTo6lTp+qII47QgAEDlJSU1GAEVFMC1VVVVdWia1x77bXNClPcbreOO+44HX/88Ro1apRSU1N18sknt+heGRkZDYK6aC7E++WXXzZYGP2GG25oMEqoMb169dJ5553n17Zp0yYtWrSoWedbrVadfvrpzb7f3muIuVyuVo8QDMTlcjWYOjV58mT179+/WeebTCb9+c9/Dlk9ewr077L3lKhg7Ha7nnzySb3zzjuaP3++fvrpJ51xxhkhq629fH+ceeaZzT420Hp0RUVFAY+dO3dug1qmTZvW7F86WK1WnXrqqfXP4+LiVF1d7Re+f/TRRw2+lm+44YZmXX+3zMzMBgHbu+++26JrAEA0sMg3AKDLGThwoB588EHdfvvt+vLLLzV37lzNmzevRW+Cfv31V5111lm68cYbdf755wc9bv369X4LZ0vS8ccf3+Kas7KyNHToUL9dun766aeAo38CmTJlSovud9JJJ+mBBx7wG8Eyb968BqM6Ro4c2WCEUEsFmjLSku3GU1NTNXr06GYda7PZQjL9KT4+3m/KSku3Rw+l+fPn+z3Pzs5udJpaMFOmTGmw9tCiRYs0fvz4Js8dMGCAUlJSmn2v7OzsBm3V1dWNTlFqiWXLljV4k7/3Qu9NGTt2rHr06NHiXcaa0qtXL1ksFr/F1W+++WY9+eSTDaYqBnLQQQeFtJ49tZfvj/3337/Zxwb6Wgq2S+fe3yvJyck64ogjWlTblClTdMABB6hv374BR6EuWLDA73nfvn01bNiwFt1DqvtFxFtvvVX/fMuWLcrPzw/rRhQA0FaMYAIAdFlJSUk67bTT9NRTT2nhwoV67bXXdM0112j8+PFyOBxNnu92u/Wvf/1Lzz//fNBjAo36ae50mL3t/SZl8eLFzTqve/fuDdY5akq3bt3Up08fv7aWbrXdHOvWrdOcOXMatLdkD5KW7KjXViUlJfrkk09UUVHh196SqWShZBhGg1FGBxxwgN9ot+bq2bNng+k/P/30U7PO3XPh9eYINIVyz8ClrQLt/tbcEHI3k8mk/fbbL1Ql1YuLi9OkSZP82vLz83XGGWfo/PPP16xZs7R58+aQ3zcSQvH90b179xaFlYG+lvYe0bfb3l8XI0aMaNFIP6ludNH48eODBj17/7/c2t0iA4VSzf0/HwCihRFMAACo7jf3Y8eOrR+h43K59Msvv+jHH3/Ut99+qxUrVgQNPaZPn65Ro0YFHOmxdu3aBm0PPvhgi9aB2m3vdUW2bdvWrPNa+wZn6NCh2rhxY/3z1r7pNQxDBQUF2rp1q7Zs2aJ169ZpzZo1Wrbs/9u7+6io6vwP4G/HYSDFGEACGzQUKBUFUXB1pSwlXUvzoVqtpAdtXZU6mu3hQdRdjki4x3M0JWnNSq2EzMVYSUhZzcSHUMR0ScQnkFB8YHgMEVJ+f3Tgx517Z7h3ZmCQ3q//7pf78B3mXo737ff7+Z5BZWWl0WPk8vX1NatfptTW1qKkpAQlJSW4dOkSzp8/j/z8fBQVFUn2zVaL8tbU1IimE5obYAK/3SutR+xcvXpV1nFt1fYyJHX/WzOkKyoqEmw7Ozujd+/eis8zcOBA7N6920q9+n8LFy7E999/31KgvtmxY8daRtn07dsXISEhCAkJwahRo6w2ussa2vP5UHovSQVExq5nWHhbaTDalurqalFNuv/973+i4uBySH0GuX/ziYhshQETERGRBI1Gg5EjR2LkyJFYtGgRysrKkJqaim3btqGiokKw77179xAfH4+0tDTReaRW/pEasWOO+vp63LlzB/b29ib3k5pCIoezs7Ng21hdE0Pnzp3DgQMH8NNPP+HSpUu4cuWK6EXampS+kBpqrmf1448/4vz58ygqKhJ9x52VVEBnTpDSzNXVVbAtd+Uqa4Qf1gzpDIvEG97LcrW1spu5Bg8ejISEBERERBidPlZSUoLk5GQkJyfDzs4OwcHBCA0NxcSJEy36jpXq6Oejve6l2tpa0TRoc+8LY6Sel6KiIlHgac3zExF1JgyYiIiIZPDw8MDChQsRFhaGZcuWiVZaKigoQG5urqh2SHu/EFRVVeGhhx4yuU+vXr3MOrfhcbdv30ZTU5PRYtrZ2dlYu3at7OLnzTQaDRoaGszqI2B+wHT9+nWsW7cO6enpiq7fvGy6Nad0mUsqYDL3+5Y6tqqqyuR33szYUvK2YliDx9TS8KaYe5wczzzzDAYMGIAVK1a0Of20sbERR44cwZEjR7Bq1SqMGzcOS5YskV203By2ej7a616SqrFn7e/X2IhMa6murm7X8xMRWYoBExERkQK9evXC2rVrUVtbi+zsbMHPDh8+LAqY2rv4s5wXP6U1RpoZ1jHp3r27ZNBw9+5drFy5UvYy2nZ2dvD19UVQUBBCQkKgVqsxZ84cs/rY3C+lDh06hEWLFslera5Pnz4YNmwYRo8ejfHjx+PPf/6z1Ys/m0NqWpklI4HkfuednbX63NboQEsNHDgQO3bsQF5eHtLT07Fv3z7RFCtDd+/exb59+/Ddd98hJiYGL730ktX71VWej47WGf7eExHZEgMmIiLqsnbs2IHs7GyUl5fj1q1b0Gg0VqmnolKpEBkZKQqYDGskAeIRIV5eXvj2228t7oMScl8SDRkW6jX2v/2xsbGC1Y5a8/T0hJ+fH3x8fNC/f394e3vDx8cHGo2mZR/DlZ3a2/HjxzF//nzJQsCOjo4YMmQIfH194e3tjf79++PRRx+Fi4uLYD9b1VwyJDV6y3D1NCUMj5VT7L4zeuCBBwTbhveyXOY+O0oFBgYiMDAQy5cvx9mzZ3Ho0CEcPXoUJ0+eRH19veQxjY2NiI2NhZOTk+IV8kzpSs9Haw8++KCozdrfr9Q11qxZgylTplj1OkREnRUDJiIi6rLy8vJEYU55ebmozow5Hn30Ubi5ueHmzZstbVIvsYYBwNWrV2VNObImc6fpGdZckqrldPDgQVG4pFarMXv2bMyePRt9+/Zt8zrtWZ/JUH19PSIjI0Uvz4GBgVi0aBFGjhwpa0SUsZf+jiYVMN26dcvs8xnWLurIWj/W5ObmJtjW6/VmnccWU5IGDRqEQYMGYd68eWhoaMDJkydx8OBB7Nu3T1SkuqmpCStXrkRoaKggtDVXV3s+WnNwcBBNx7V2LSmp51FuoXwioq5A+Rq2RERE94mHH35Y1Jabm2u18xsWAJYa4ePp6SnYbmhowMWLF63WBzmkVrKT4+zZs4JtqXovn3zyiaht9erViI6OlhUuAfKLh1tDZmamaOrO2LFj8cUXX2D06NGyXp7v3r3baYrtarVa0Sg5pTWwWsvPzxdsG96/9wvDe7W6utqsFbjMfXasRaPRYNSoUYiMjERWVhaSkpKg1WoF++j1ehw9etQq1+tqz4chnU4n2Db3+01MTMT27duRnZ2N4uLilqlxLi4u6NGjh2Dfn376ybzOEhHdhxgwERFRl+Xv7y9q++yzz6x2/mvXrgm2pQKV4cOHi9oMp9bJdeDAAezatQs5OTkoLS2VXUT33LlzikcJlZWViV40g4KCBNs1NTX44YcfBG2BgYGYPHmyomsVFhaK2qy5ZH1rWVlZoralS5cqquN04cIF0e/eVlOCVCoVhg0bJmg7fvy4Wb+/y5cvi0YwDRo0yJLu2UxgYKCo7cSJE4rPc/r0aWt0R6S6uhqnTp1CamqqokBw3LhxiIuLE7VLTc81R1d7PgwZ3hf5+fmKi5Hr9Xps2LABsbGxmDt3LiZMmNDye+vevTsCAgIE+x87dsysgudVVVXYunUrsrKyUFBQYPY0TyKijsSAiYiIuqxRo0aJamLk5OSIQhFzHD9+XDQVaeTIkaL9/P39RXVsUlJSFAcAd+7cQXR0NKKiohAWFoZx48bhueeek3Xs7du3sXfvXkXX27Vrl2C7W7dueOKJJwRtpaWlohdHqRd7U+7du4f9+/eL2ttrhTbDUSxarRZeXl6KzrFv3z5Rm1S9mo4SHBws2C4rK8OhQ4cUn+err74Stf3hD38wu1+25OfnJ5oKm5qaqugcP//8M06ePGnNbgEApk+fjuDgYMycORPR0dHYuXOnouMff/xxUZvhqnnNlE7F7YrPR2uGgb9er8eRI0cUneO7774TtbVe3MEwiK+srMQ333yj6BoAsHPnTsTHxyM8PBxTp05FUFAQMjIyFJ+HiKgjMWAiIqIuy97eHs8//7yo/W9/+xuKi4vNPu+dO3fw3nvvCdp69+6NkJAQ0b4ajUY0oufy5cvYsWOHomt+8sknonohEyZMkH385s2bZa9wpNfrsW3bNkFbcHCwaISW1IpGSmuvfPnll5LfRXutxmTY58bGRkVh340bN7B161ZRe1v9ba+l1wFg6tSpopUC165dq+h3WFJSIloF0M3NDaNGjbJKHzuaSqXC1KlTBW0//PCDojDhX//6V7uMvDEMbDIzMxWNMJSqJ2WsVpZKpeyf+rZ6PjrKhAkTRFPYNm3apOh7TklJEWwPGTIEDz30UMv2tGnTRM97YmKiooLiNTU12Lx5s6DNwcFBFPITEXU2DJiIiKhLmz9/vqjw6o0bNzBz5kzFo3qA317uFixYIKpV89e//lX0kt9szpw5opEE8fHxskdHnD59Ghs3bhS0OTg4YNasWbL7XVBQgLVr17a5X2NjI5YuXSp6iX3zzTdF+7q7u4vaDhw4IHsp7aNHj4qCumbtVSTYsM+//PKL7NE+VVVVCA8Plyz83FZAYFiA2diIE3N4eHjgT3/6k6Dt7NmziIuLk/XiXFNTgyVLlqCurk7Q/sorrxi9p+8Hr776Kuzt7QVtS5cuFU1tlZKVlaU4BJbLMBiuqKjA+++/L/t4wyAQEI+aaSZV+NvUvWer56OjODk5iYLHnJwcfPrpp7KO3759O3788UdB20svvSTY9vT0FD2PxcXFiI6OljWSq6mpSfJv8Isvvmh0JU8ios6CARMREXVpWq0W8fHxooCnoqICb7/9Nl5++WVkZGS0GWgUFxcjKSkJkyZNwuHDhwU/CwgIEL1ktObt7Y3Zs2cL2u7cuYM33ngDO3fuNBkCHDx4EHPnzhWFNq+99ppkwGPKxx9/jLi4OKMve+Xl5QgPD8eBAwcE7WPGjMHYsWNF+7u7u4tGY1y7dg0xMTEmQ6b6+np88MEH+Mtf/mK0L7W1tW18GvNIjchZsWIFLl++bPK4I0eO4IUXXjBak6et/hpO1bR2ofdFixaJrpGSkoIlS5aYXEGtsLAQYWFhos/l5eWFuXPnWrWPHa1Pnz6iz3Dt2jW88sorJmsrffXVV1i8eHG79evpp58WLUDw8ccfY8OGDW0GEMnJyaKRLSNGjICPj4/k/lKrmpkqbG2r56MjLViwQFQoffXq1Vi/fr3Jv1vbt2/HqlWrBG2+vr6SU5XfeecdUfH9b7/9Fm+++abJVeWqq6uxePFi0X9+9OrVCwsWLDB6HBFRZ6G2dQeIiIjaW2hoKKKioiRHy+Tm5iI3NxcajQZ+fn7o378/XFxcoFarUVlZiYqKCuTn5xtdgUqn0+H9999vc6RHREQETp06hTNnzrS01dfXIyYmBlu3bsUzzzwDf39/ODs74/bt2ygsLERGRoZkvSh/f3+89dZbCn8Lv/nss8+wf/9+PP/88xg+fDgefPBB3Lp1C4cPH8bXX38tWv2pd+/eSEhIMHq+sLAwrFy5UtD2n//8B6dPn8YLL7yAIUOGQKvVoqGhAT///DNOnDiBzMxMQeihUqlgZ2cnCJsM61tZy4wZM/Dhhx8KRuuUlZVh+vTpmDZtGsaMGYM+ffqgW7du0Ov1yM/Px969e0Uj1nr06CE4x82bN01e1zBQOH/+PGJiYjBjxgw88MADKC8vx5gxYxRPaWrWt29fvPfeewgPDxe079mzB9nZ2Xj22WcxZswYuLu749dff0VJSQn279+PrKwsUajh6OiIxMREqyx7b2vh4eE4duyYYLRgaWkpZs6ciYkTJ2LChAnw9PREQ0MDzp07h6+//loQkjg5OVl9RTS1Wo1ly5Zh4cKFgvbExESkpaVhypQpCAgIgKurK7p3746qqioUFBRgz549ogDHzs4OUVFRRq/Vp08fUVt0dDTeeecdeHp6ora2Fu7u7i3TX231fHQkd3d3JCQkYP78+YL2Dz74ALt378Zzzz2HwMBAuLi4oK6uDvn5+UhLSxN9Ro1Gg/j4eMnnpPl5NPw7ffToUUycOBGTJk3CE088AZ1OB41Gg+vXryMnJwe7du1CZWWl6HwJCQmimmJERJ0RAyYiIvpdeP3116HVahEbGyuaCgT8VnskLy8PeXl5ss85ZMgQJCYmSr7EGdJoNNi0aRPeeust5ObmCn5WWFgouZKalEGDBiEpKUnRy7+bmxv69evXct3S0lKsX7++zeNcXV2xZcsWQX0RQ7NmzUJGRoZoha6ioiKsWbOmzWtotVqsWbMGn376qWBkWOsgzprc3NwQGRmJv//974L227dvIzk5WXL6kaFXX30Vfn5+iIyMbGm7evUq9Ho9XFxcJI9pXQS42c6dOwUFnjMyMjBgwAC5H0UkNDQUCQkJWL58uaDmTXV1tezP1rt3byQlJcHX19fsfnQmarUaH374IV5//XXBcvH37t1DRkaGyaLJnp6emDdvHlasWGH1fo0fPx7z5s3Dpk2bBO0lJSWi6bDGqFQqxMbGSq6W2eyRRx6Bm5ubIOC5cOGCIIicN28e3n33XQC2ez462lNPPYW4uDj84x//EASsV65cQWJiYpvHq9VqrFu3zuTv/umnn5Z8HhsaGpCWloa0tLQ2r6NSqbB8+XKEhoa2uS8RUWfAKXJERPS7MW3aNKSlpWHSpEmKV1dqzdHREYsXL0ZycrKscKmZi4sLtmzZgrCwMLNq20yfPh2ff/650YK+xjSHW0oKxI4ePRq7du1qM2hQq9XYuHGj5Ap6bZk4cSLS09Px+OOPY+jQoYKf5eTkSAaB1jBr1ixERERArVb2/2z9+vXD5s2bERMTg2HDhgl+1tTUhO+//97osWPHjpUsAt/auXPnFPVHyvTp07FlyxbFK38Bv4UeqampJl+a70dOTk744osvRLV3TBkwYAA2bdokOcXMWt59911ERUWJVpmUozkIlFrEoDWVSiUIeqQY3ne2eD5s4cUXX8RHH30EnU6n6DidTodt27Zh/Pjxbe7b/DyaExx7eHggKSkJL7/8suJjiYhshQETERH9rvTr1w/r1q1DZmYmwsPDMXjwYFkrfHXv3h3+/v6Ijo7Gf//7XyxYsMCsKUQajQbLli1DRkYGZs6cCTc3N5P729vbY/LkyUhJSUFCQgIcHR0VXxP4LRT76KOPsGrVKvTv319yn27duiE4OBgbN27Eli1bZNd4cnJywtatWxEbGwtvb2+T+2q1WkyePBlffvkl1q9f3/L5n332WcF+dXV1+Pe//y3r+uaYO3cukpOTERoaavL7V6vVGD58OOLi4vDNN9+0LBHv5eUFPz8/wb6GK+8ZSkxMxIwZM4xOgysoKFD4KaQFBQVhz549WLVqFQICAkxOu+vRowcmTZqElJQUbNy4UXFdr/tFjx498M9//hOff/45QkJCjP5OtFot5syZg9TU1DbvZWt44403kJ6ejtdee01WcOzj44OIiAjs3bsXTz75pKxrTJkyBWvWrBHVHWomdd/Z4vmwhT/+8Y/IzMxEdHQ0HnvsMZP76nQ6REREYPfu3ZIjEo0JCgpCeno6Vq9ejREjRrQZ3Hl7eyMqKgp79uyR/R0TEXUW3ZraY/1VIiKi+0hdXR0uXLiA0tJSlJeXo66uDo2NjbC3t4eTkxO8vLzw2GOPiYooW0thYSEuXrwIvV6P6upqODg4wMnJCT4+Phg4cKDiIGvDhg2CaR46nQ779+8X7HPmzBlcvHgRN27cgJ2dHXQ6HQICAqwSMJSUlODMmTO4desWfvnlF/Ts2RMuLi4YMGAABg4caHadofZSW1uL06dPo7i4GDU1NVCpVHB2doaHhweGDRtm9ZWbysrKcOLECVy7dg2NjY3o2bMnPDw8MHjw4JZaONZUWVmJU6dO4ebNm6ioqAAAODs7w9vbG35+fqKV1n4P9Ho98vLyUFJSgvr6eri6usLT0xMjRoywWe2ppqYmXLlyBQUFBS3Pzt27d9GzZ0/odDr4+fnBw8PD7PPX19fjxIkTuHTpEmpra6HRaODi4oJHHnnEZGDS0c+HLV2/fr3lb1dlZSUcHBzg6uqKoUOHmjUqUEptbS3y8vJansdff/0Vjo6OcHd3x9ChQ7tsyEtEvw8MmIiIiLoYOQETEREREZE1da7/QiQiIiIiIiIiovsOAyYiIiIiIiIiIrIIAyYiIiIiIiIiIrIIAyYiIiIiIiIiIrIIAyYiIiIiIiIiIrIIAyYiIiIiIiIiIrIIAyYiIiIiIiIiIrIIAyYiIiIiIiIiIrJIt6ampiZbd4KIiIiIiIiIiO5fHMFEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQWYcBEREREREREREQW+T8AjrfQRQj1FQAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1) = plt.subplots()\n", "\n", "\n", "ax1.semilogx(sf['x-diffs'], sf['SF_advection_velocity_x'],\n", " label=r'ASF$_V$ x-dir',color='tab:blue')\n", "ax1.semilogx(sf['y-diffs'], sf['SF_advection_velocity_y'], \n", " label=r'ASF$_V$ y-dir',\n", " color='tab:red',linestyle='dashed')\n", "\n", "ax1.set_ylabel(r\"Structure function\")\n", "ax1.set_xlabel(r\"Separation distance\")\n", "ax1.set_xlim(3e-2,3e0)\n", "ax1.legend()\n", "plt.hlines(0,3e-2,3e0,color='k',lw=1,zorder=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating scalar-based structure functions and traditional structure functions\n", "We can repeat the above steps with additional inputs to calculate advective structure functions from scalar fields as well as traditional structure functions. \n", "\n", "**Note:** we now add `\"ASF_V\"` to the list given to `sf_type` because otherwise the advective velocity structure function will be skipped." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "sf_all = fluidsf.generate_structure_functions_2d(\n", " u,\n", " v,\n", " x,\n", " y,\n", " sf_type=[\"ASF_V\", \"ASF_S\", \"LLL\", \"LL\", \"LTT\", \"LSS\"],\n", " scalar=q,\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1) = plt.subplots()\n", "\n", "\n", "ax1.semilogx(sf_all['x-diffs'], sf_all['SF_advection_scalar_x'],\n", " label=r'ASF$_{\\omega}$ x-dir',\n", " color='tab:blue')\n", "ax1.semilogx(sf_all['y-diffs'], sf_all['SF_advection_scalar_y'], \n", " label=r'ASF$_{\\omega}$ y-dir',\n", " color='tab:red', linestyle='dashed')\n", "\n", "ax1.set_ylabel(r\"Structure function\")\n", "ax1.set_xlabel(r\"Separation distance\")\n", "ax1.set_xlim(3e-2,3e0)\n", "ax1.legend()\n", "plt.hlines(0,3e-2,3e0,color='k',lw=1,zorder=0)\n", "ax1.tick_params(direction=\"in\", which=\"both\")\n", "ax1.xaxis.get_ticklocs(minor=True)\n", "ax1.minorticks_on()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1) = plt.subplots()\n", "\n", "\n", "ax1.semilogx(sf_all['x-diffs'], sf_all['SF_LLL_x'],\n", " label=r'LLL x-dir',\n", " color='tab:blue')\n", "ax1.semilogx(sf_all['y-diffs'], sf_all['SF_LLL_y'], \n", " label=r'LLL y-dir',\n", " color='tab:red',linestyle='dashed')\n", "\n", "ax1.set_ylabel(r\"Structure function\")\n", "ax1.set_xlabel(r\"Separation distance\")\n", "ax1.set_xlim(3e-2,3e0)\n", "ax1.legend()\n", "plt.hlines(0,3e-2,3e0,color='k',lw=1,zorder=0)\n", "ax1.tick_params(direction=\"in\", which=\"both\")\n", "ax1.xaxis.get_ticklocs(minor=True)\n", "ax1.minorticks_on()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1) = plt.subplots()\n", "\n", "\n", "ax1.loglog(sf_all['x-diffs'], sf_all['SF_LL_x'],\n", " label=r'LL x-dir',\n", " color='tab:blue')\n", "ax1.loglog(sf_all['y-diffs'], sf_all['SF_LL_y'], \n", " label=r'LL y-dir',\n", " color='tab:red',linestyle='dashed')\n", "\n", "ax1.set_ylabel(r\"Structure function\")\n", "ax1.set_xlabel(r\"Separation distance\")\n", "ax1.set_xlim(3e-2,3e0)\n", "ax1.legend()\n", "plt.hlines(0,3e-2,3e0,color='k',lw=1,zorder=0)\n", "ax1.tick_params(direction=\"in\", which=\"both\")\n", "ax1.xaxis.get_ticklocs(minor=True)\n", "ax1.minorticks_on()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1) = plt.subplots()\n", "\n", "\n", "ax1.semilogx(sf_all['x-diffs'], sf_all['SF_LTT_x'],\n", " label=r'LTT x-dir',\n", " color='tab:blue')\n", "ax1.semilogx(sf_all['y-diffs'], sf_all['SF_LTT_y'], \n", " label=r'LTT y-dir',\n", " color='tab:red',linestyle='dashed')\n", "\n", "ax1.set_ylabel(r\"Structure function\")\n", "ax1.set_xlabel(r\"Separation distance\")\n", "ax1.set_xlim(3e-2,3e0)\n", "ax1.legend()\n", "plt.hlines(0,3e-2,3e0,color='k',lw=1,zorder=0)\n", "ax1.tick_params(direction=\"in\", which=\"both\")\n", "ax1.xaxis.get_ticklocs(minor=True)\n", "ax1.minorticks_on()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1) = plt.subplots()\n", "\n", "\n", "ax1.semilogx(sf_all['x-diffs'], sf_all['SF_LSS_x'],\n", " label=r'L$\\omega\\omega$ x-dir',\n", " color='tab:blue')\n", "ax1.semilogx(sf_all['y-diffs'], sf_all['SF_LSS_y'], \n", " label=r'L$\\omega\\omega$ y-dir',\n", " color='tab:red', linestyle='dashed')\n", "\n", "ax1.set_ylabel(r\"Structure function\")\n", "ax1.set_xlabel(r\"Separation distance\")\n", "ax1.set_xlim(3e-2,3e0)\n", "ax1.legend()\n", "plt.hlines(0,3e-2,3e0,color='k',lw=1,zorder=0)\n", "ax1.tick_params(direction=\"in\", which=\"both\")\n", "ax1.xaxis.get_ticklocs(minor=True)\n", "ax1.minorticks_on()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 2 }