mirror of
https://github.com/heyarne/earth-observation-for-journalism.git
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249 lines
345 KiB
Text
249 lines
345 KiB
Text
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"from pathlib import Path\n",
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"\n",
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"import rasterio as r\n",
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"from rasterio import plot\n",
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"\n",
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"import matplotlib.pyplot as plt\n",
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"%matplotlib inline"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"p = Path('./input/raster/S2A_MSIL2A_20190404T101031_N0211_R022_T33UVT_20190404T174806.SAFE/GRANULE/L2A_T33UVT_A019753_20190404T101025/IMG_DATA/R10m')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"b02 = r.open(p / 'T33UVT_20190404T101031_B02_10m.jp2')\n",
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"b03 = r.open(p / 'T33UVT_20190404T101031_B03_10m.jp2')\n",
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"b04 = r.open(p / 'T33UVT_20190404T101031_B04_10m.jp2')\n",
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"b08 = r.open(p / 'T33UVT_20190404T101031_B08_10m.jp2')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"1"
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]
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},
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# number of bands\n",
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"b02.count"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"(10980, 10980)"
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]
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},
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"execution_count": 5,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# image width and height\n",
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"b02.width, b02.height"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"(CRS.from_dict(init='epsg:32633'),\n",
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" Affine(10.0, 0.0, 399960.0,\n",
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" 0.0, -10.0, 5800020.0))"
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]
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},
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"execution_count": 6,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# projection\n",
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"b02.crs, b02.transform"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"'uint16'"
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]
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},
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# data types\n",
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"b02.dtypes[0]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
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"text/plain": [
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"<Figure size 864x288 with 3 Axes>"
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|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
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},
|
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"output_type": "display_data"
|
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}
|
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],
|
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"source": [
|
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"fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(12, 4))\n",
|
|
"plot.show(b02, ax=ax1, cmap='Blues')\n",
|
|
"plot.show(b03, ax=ax2, cmap='Greens')\n",
|
|
"plot.show(b04, ax=ax3, cmap='Reds')\n",
|
|
"fig.tight_layout()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# combine multiple bands to a single true color composite\n",
|
|
"with r.open('./20190404_true_color.tiff', 'w' ,driver='Gtiff',\n",
|
|
" width=b04.width, height=b04.height, count=3,\n",
|
|
" crs=b04.crs, transform=b04.transform,\n",
|
|
" dtype=b04.dtypes[0]) as true_color_composite:\n",
|
|
" true_color_composite.write(b02.read(1), 3) # blue\n",
|
|
" true_color_composite.write(b03.read(1), 2) # blue\n",
|
|
" true_color_composite.write(b04.read(1), 1) # blue"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.axes._subplots.AxesSubplot at 0x7f2fdbef5110>"
|
|
]
|
|
},
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"# diplay our composite\n",
|
|
"plot.show(r.open('./20190404_true_color.tiff'))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# this times out unfortunately\n",
|
|
"# plot.show_hist(r.open('./20190404_true_color.tiff'), bins=50, lw=0.0, stacked=False, alpha=0.3, histtype='stepfilled', title=\"Histogram\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"with r.open('./20190404_true_color.tiff') as f:\n",
|
|
" plot.show_hist(f, bins=50, lw=0.0, stacked=False, alpha=0.3, histtype='stepfilled', title=\"Histogram\")"
|
|
]
|
|
},
|
|
{
|
|
"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": "3.7.4"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 4
|
|
}
|