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@hevgyrt
Created December 12, 2019 14:05
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Test for reading Sentinel-3 OCLI L1 in NetCDF/CF
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Test script for reading Sentinel-3 OLCI Level1 data using OPeNDAP"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"from netCDF4 import Dataset\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# Read data\n",
"OPeNDAP_url = 'http://nbstds.met.no/thredds/dodsC/NBS/S3A/2019/09/27/OLCI/S3A_OL_1_EFR____20190927T095206_20190927T095506_20190927T114949_0180_049_350_1800_LN1_O_NR_002.nc'\n",
"ncin = Dataset(OPeNDAP_url)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/trygveh/anaconda3/lib/python3.6/site-packages/ipykernel_launcher.py:3: UserWarning: WARNING: valid_max not used since it\n",
"cannot be safely cast to variable data type\n",
" This is separate from the ipykernel package so we can avoid doing imports until\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#extract and plot radiance band\n",
"\n",
"b5 = ncin['Oa05_radiance'][:]\n",
"plt.imshow(b5,vmin=5,vmax=70,cmap='gray');plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"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": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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