mirror of
https://github.com/heyarne/earth-observation-for-journalism.git
synced 2026-05-06 19:13:40 +02:00
891 lines
745 KiB
Text
891 lines
745 KiB
Text
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Coverage Analysis\n",
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"\n",
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"This notebook contains the research that was undertaken to find out over which time frame exactly an image of the entire federal state of Brandenburg can be generated. It contains various plots showing products available at a given point in time and details the tiling grid in which the Sentinel-2 data is provided.\n",
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"\n",
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"The geometry of the area of interest is fetched from OpenStreetMap:"
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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": 1,
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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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"<AxesSubplot:>"
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]
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},
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"execution_count": 1,
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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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"data": {
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x432 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"from pathlib import Path\n",
|
|
"from sentinel_helpers import search_osm\n",
|
|
"\n",
|
|
"resources = Path('resources')\n",
|
|
"\n",
|
|
"brandenburg = search_osm('Brandenburg, Germany')[:1]\n",
|
|
"# save geometry for later\n",
|
|
"brandenburg.to_file(resources / 'brandenburg.geojson', driver='GeoJSON')\n",
|
|
"brandenburg.plot(figsize=(6,6))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The products to be analyzed are all Sentinel-2 products at processing level 2A in the four weeks leading up to July 1 2020:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 2,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"Querying products: 100%|██████████| 181/181 [00:01<00:00, 41.90 products/s]\n",
|
|
"/opt/conda/lib/python3.8/site-packages/pyproj/crs/crs.py:53: FutureWarning: '+init=<authority>:<code>' syntax is deprecated. '<authority>:<code>' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
|
|
" return _prepare_from_string(\" \".join(pjargs))\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"from datetime import date, timedelta\n",
|
|
"import os\n",
|
|
"from sentinelsat import SentinelAPI\n",
|
|
"\n",
|
|
"end_date = date(2020, 7, 1)\n",
|
|
"start_date = end_date - timedelta(weeks=4)\n",
|
|
"\n",
|
|
"api = SentinelAPI(os.getenv('SCIHUB_USERNAME'), os.getenv('SCIHUB_PASSWORD'))\n",
|
|
"\n",
|
|
"# use simplified geometry\n",
|
|
"footprint = brandenburg.convex_hull[0].wkt\n",
|
|
"\n",
|
|
"# send query\n",
|
|
"products = api.query(footprint,\n",
|
|
" platformname='Sentinel-2',\n",
|
|
" processinglevel='Level-2A',\n",
|
|
" date=(start_date, end_date))\n",
|
|
"products = api.to_geodataframe(products)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"All available products are plotted to verify that there are enough products to cover the area of interest without holes.\n",
|
|
"As the revisit frequency given by the Sentinel-2 mission is much lower than four weeks this should not be a problem."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<AxesSubplot:title={'center':'Area of Interest and Available Products'}>"
|
|
]
|
|
},
|
|
"execution_count": 3,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 648x648 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"from sentinel_helpers import plot_product_extent\n",
|
|
"plot_product_extent(products, brandenburg, figsize=(9,9))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The darker an area, the more overlapping products, possibly at different points in time, contain data for that area. The plot shows that for some areas more data is available than for others.\n",
|
|
"\n",
|
|
"## UTM Tile Numbers\n",
|
|
"\n",
|
|
"Each tile has a distinct UTM tile reference number which is encoded in the product identifier as explained in [](01a-download-process.ipynb):"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"eb1fec8e-d933-48c3-99f2-c2b3731dc5a1 T33UUS\n",
|
|
"a87c7ff5-8664-4002-9258-7b1508a1de78 T33UUT\n",
|
|
"f07d56ae-df3c-4402-a63d-e3879e4e671d T33UVV\n",
|
|
"6c1721a4-3628-49dd-a312-788111bf2ce9 T33UVU\n",
|
|
"8c3b2e01-7c8b-43d4-b3e0-1a6a376cdd65 T33UVT\n",
|
|
"Name: tile, dtype: object"
|
|
]
|
|
},
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"products['tile'] = products['identifier'].map(lambda s: s.split('_')[5])\n",
|
|
"products['tile'].head()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Some UTM tiles start with `T32` while others start with `T33`:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"tile\n",
|
|
"T32 75\n",
|
|
"T33 106\n",
|
|
"Name: tile, dtype: int64"
|
|
]
|
|
},
|
|
"execution_count": 5,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"products['tile'].groupby(products['tile'].str[:3]).count()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The tiling grid of Level 2A products is based on the Universal Transverse Mercator (UTM) Coordinate Reference System.\n",
|
|
"\n",
|
|
"> The UTM system divides the Earth's surface into 60 zones. Each UTM zone has a vertical width of 6° of longitude and horizontal width of 8° of latitude.\n",
|
|
"\n",
|
|
"Source: [Sentinel-2 User Guide](https://sentinel.esa.int/web/sentinel/missions/sentinel-2/news/-/asset_publisher/Ac0d/content/sentinel-2-level-1c-product-tiling-grid-released)\n",
|
|
"\n",
|
|
"Each of the rectangles resulting from this subdivision is again subdivided into equilateral and perfectly aligned squares, where each square is a product available from the API:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 6,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1296x648 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"fig, (ax1, ax2) = plt.subplots(ncols=2, figsize=(18,9))\n",
|
|
"fig.suptitle('UTM Tile Comparison', fontsize=20)\n",
|
|
"\n",
|
|
"# let both plots show the exact same area\n",
|
|
"bounds = products.unary_union.bounds\n",
|
|
"ax1.set_xlim(xmin=bounds[0], xmax=bounds[2])\n",
|
|
"ax1.set_ylim(ymin=bounds[1], ymax=bounds[3])\n",
|
|
"ax2.set_xlim(xmin=bounds[0], xmax=bounds[2])\n",
|
|
"ax2.set_ylim(ymin=bounds[1], ymax=bounds[3])\n",
|
|
"\n",
|
|
"# subset tiles per plot\n",
|
|
"t32_tiles = products[products['tile'].str.startswith('T32')]\n",
|
|
"t33_tiles = products[products['tile'].str.startswith('T33')]\n",
|
|
"\n",
|
|
"# plot subset of tiles left and right\n",
|
|
"ax1.set_title('Tiles starting with T32', pad=10)\n",
|
|
"ax2.set_title('Tiles starting with T33', pad=10)\n",
|
|
"plot_product_extent(t32_tiles, brandenburg, ax=ax1)\n",
|
|
"plot_product_extent(t33_tiles, brandenburg, ax=ax2)\n",
|
|
"plt.tight_layout()\n",
|
|
"\n",
|
|
"plt.savefig(resources / 'coverage_analysis_utm_tile_comparison.png', dpi=300, bbox_inches='tight')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Adjacent rectangles are not perfectly parallel.\n",
|
|
"This is because of choices that have to be made when projecting from the earths spherical surface to a rectangular plane.\n",
|
|
"The UTM grid is constructed so that coordinates within each tiling represent metrical distances on the earths surface.\n",
|
|
"This has the nice property that lengths and areas within a UTM tiling can be calculated simply by counting pixels or using Euclidian distance arithmetic.[^in_contrast_to_lat_lon]\n",
|
|
"\n",
|
|
"(content:orbits)=\n",
|
|
"## Product Shape and Orbit Number\n",
|
|
"\n",
|
|
"As mentioned above, each square is a single product that can be downloaded from the Copernicus Open Access Hub.\n",
|
|
"The visualizations above and the true color rendering in [](01b-visualization.ipynb) shows that these products are not often not perfect squares, but that they have missing slices.\n",
|
|
"\n",
|
|
"This is because of path along which the satellite orbits the Earth, which can be shown by plotting the available products per orbit number:\n",
|
|
"\n",
|
|
"[^in_contrast_to_lat_lon]: This is in contrast to Coordinate Reference Systems which use Latitude and Longitude, such as the widely used WGS84, which does not express coordinates on a plane, and has to rely on more complex eliptical distance calculations."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 7,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 1296x1296 with 25 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import math\n",
|
|
"\n",
|
|
"orbits = products['orbitnumber'].unique()\n",
|
|
"\n",
|
|
"ncols = 5\n",
|
|
"fig, axs = plt.subplots(nrows=math.ceil(len(orbits) / ncols), ncols=ncols, figsize=(18,18))\n",
|
|
"fig.tight_layout(h_pad=2) # h_pad=2 works better if we have titles in our subplots\n",
|
|
"axs = axs.flatten() # lets us address a subplot with a 1d index\n",
|
|
"\n",
|
|
"for ax, orbit in zip(axs, sorted(orbits)):\n",
|
|
" ax.set_title('Orbit #{}'.format(orbit), pad=10)\n",
|
|
" ax.set_xlim(xmin=bounds[0], xmax=bounds[2])\n",
|
|
" ax.set_ylim(ymin=bounds[1], ymax=bounds[3])\n",
|
|
" per_orbit = products[products['orbitnumber'] == orbit]\n",
|
|
" plot_product_extent(per_orbit, brandenburg, ax=ax, alpha=0.2)\n",
|
|
" \n",
|
|
"# hide empty subplots\n",
|
|
"for ax in axs[len(orbits):]:\n",
|
|
" ax.axis('off')\n",
|
|
" \n",
|
|
"plt.savefig(resources / 'coverage_analysis_orbits.png', dpi=300, bbox_inches='tight')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Looking at the plot above, a repeating pattern shows.\n",
|
|
"Orbits #16965, #17108, #17251, #25945, #26088 and #26231 cover the same shape.\n",
|
|
"The same can be said for the other slices, which repeat at the same frequencies.\n",
|
|
"Except for the jump in orbit number from of roughly 8000 from 17xxx to 25xxx, the cycle repeats every 143 orbits.\n",
|
|
"\n",
|
|
"The orbit number jump can be explained because they counted per Sentinel-2 satellite. There are currently two satellites in the Sentinel-2 program, S2A and S2B. These can be identified using the product `title`:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array(['S2A', 'S2B'], dtype=object)"
|
|
]
|
|
},
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"products['title'].apply(lambda t: t.split('_')[0]).unique()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"S2A has been launched earlier, which is why the orbit numbers are higher:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([26231, 26188, 26145, 26131, 26088, 26045, 26002, 25988, 25945,\n",
|
|
" 25902, 25859, 25845])"
|
|
]
|
|
},
|
|
"execution_count": 9,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"products[products['title'].str.startswith('S2A')]['orbitnumber'].unique()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Compared to the orbit numbers of the S2B satellite:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"array([17308, 17294, 17251, 17208, 17165, 17151, 17108, 17065, 17022,\n",
|
|
" 17008, 16965])"
|
|
]
|
|
},
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"products[products['title'].str.startswith('S2B')]['orbitnumber'].unique()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## Ensuring Complete Coverage\n",
|
|
"\n",
|
|
"The revisit frequency - the frequency at which data for a given point is collected again - is shorter than the repeat cycle observed above. What is the minimum time span in those four weeks to ensure complete data for Brandenburg?\n",
|
|
"\n",
|
|
"To answer this question, the returned products are iterated through. For each iteration $i = I$ the associated product's geometry $P_{i=I}$ is unified with all products $P_{i<I}$:\n",
|
|
"\n",
|
|
"\\begin{align*}\n",
|
|
" P &= \\{P_1, P_2, \\cdots, P_n\\} \\\\\n",
|
|
"U_{n=0} &= \\{\\} \\\\\n",
|
|
"U_{n+1} &= U_{n} \\cup P_n\n",
|
|
"\\end{align*}\n",
|
|
"\n",
|
|
"Given the shape of Brandenburg $B$ the condition for termination is when $B$ is contained entirely in the unified shape $U_n$:\n",
|
|
"\n",
|
|
"$$\n",
|
|
"B = B \\cap U_n\n",
|
|
"$$"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Coverage Algorithm"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 11,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import numpy as np\n",
|
|
"import pandas as pd\n",
|
|
"import geopandas as gpd\n",
|
|
"\n",
|
|
"# we use tqdm to display progress bars\n",
|
|
"from tqdm.notebook import tqdm"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Are the products sorted by the time the data was captured?"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"True"
|
|
]
|
|
},
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"pd.Series(np.unique(products['beginposition'].values)).is_monotonic"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Yes, so sorting them manually is unnecessary.\n",
|
|
"Iterating through them in the order they are returned from the API produces a set of products covering the area of interest that is:\n",
|
|
"\n",
|
|
"1. As close to the start of the observation time span as possible.\n",
|
|
"2. Captured over a time span that is as small as possible.\n",
|
|
"\n",
|
|
"The code for the algorithm is very short thanks to the `shapely` geometry operators:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "b37058c9d9bf423d88f5243404d82be5",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"text/plain": [
|
|
"HBox(children=(HTML(value=''), FloatProgress(value=0.0, max=181.0), HTML(value='')))"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\n",
|
|
"CPU times: user 375 ms, sys: 1.99 ms, total: 377 ms\n",
|
|
"Wall time: 371 ms\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"%%time\n",
|
|
"\n",
|
|
"brandenburg_geometry = brandenburg.iloc[0]['geometry']\n",
|
|
"\n",
|
|
"# iterate through each row in the GeoDataFrame\n",
|
|
"for idx, product in tqdm(products.iterrows(), total=len(products)):\n",
|
|
" # build a union of all rows up to the current row\n",
|
|
" union = products.loc[:idx].unary_union\n",
|
|
" # stop when the entire area is covered\n",
|
|
" if union.contains(brandenburg_geometry):\n",
|
|
" break"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The function `plot_product_extent` is reused to get a visual impression of the area of the union of tiles just created:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<AxesSubplot:title={'center':'Area of Interest and Available Products'}>"
|
|
]
|
|
},
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 648x648 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"plot_product_extent(union, brandenburg, figsize=(9,9))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The algorithm worked, the entire area is comfortably covered.\n",
|
|
"The time span over which the subselection was captured is 3 days:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 15,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"Timedelta('3 days 00:10:00')"
|
|
]
|
|
},
|
|
"execution_count": 15,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"products_in_union = products.loc[:idx]\n",
|
|
"products_in_union.iloc[0]['beginposition'] - products_in_union.iloc[-1]['beginposition']"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"This is a lot lower than the repeat cycle observed in [](content:orbits):"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 16,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"Timedelta('10 days 00:00:00')"
|
|
]
|
|
},
|
|
"execution_count": 16,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"products[products['orbitnumber'] == 17108].iloc[0]['beginposition'] - products[products['orbitnumber'] == 16965].iloc[0]['beginposition']"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Cloud Coverage\n",
|
|
"\n",
|
|
"The union calculation above did not consider cloud coverage at all.\n",
|
|
"This means that a lot of pixels in the large area of interest might not have interesting data for us:\n",
|
|
"\n",
|
|
"A plot of the cloud coverage can give an estimate of how useful the combined image would be without needing to plot it visually as described in [](01b-visualization.ipynb):"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 17,
|
|
"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"
|
|
}
|
|
],
|
|
"source": [
|
|
"ax = products_in_union['cloudcoverpercentage'].plot.hist(title='Cloud Coverage (in %) in Selected Products')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"The histogram shows that some of the products consist mostly of cloudy pixels - in fact, the relationship between cloudy and non-cloudy pixels is almost symmetrical.\n",
|
|
"A cloud coverage of 100% is not of much use because it does not contain any surface features.\n",
|
|
"\n",
|
|
"To include only less cloudy products, a compromise on up-to-dateness has to be made.\n",
|
|
"Setting a maximum cloud coverage of 50% increases the time delta to 15 days:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 18,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"application/vnd.jupyter.widget-view+json": {
|
|
"model_id": "922267757fc94bd4bf9f9c3d54f7604e",
|
|
"version_major": 2,
|
|
"version_minor": 0
|
|
},
|
|
"text/plain": [
|
|
"HBox(children=(HTML(value=''), FloatProgress(value=0.0, max=76.0), HTML(value='')))"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<AxesSubplot:title={'center':'Area of Interest and Available Products'}>"
|
|
]
|
|
},
|
|
"execution_count": 18,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"# restrict cloud coverage\n",
|
|
"less_cloudy_products = products[products['cloudcoverpercentage'] < 50]\n",
|
|
"\n",
|
|
"# same algorithm as above\n",
|
|
"for idx, product in tqdm(less_cloudy_products.iterrows(), total=len(less_cloudy_products)):\n",
|
|
" union = less_cloudy_products.loc[:idx].unary_union\n",
|
|
" if union.contains(brandenburg_geometry):\n",
|
|
" break\n",
|
|
" \n",
|
|
"plot_product_extent(union, brandenburg)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"Timedelta('15 days 00:04:32')"
|
|
]
|
|
},
|
|
"execution_count": 19,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"products_in_union = less_cloudy_products.loc[:idx]\n",
|
|
"products_in_union.iloc[0]['beginposition'] - products_in_union.iloc[-1]['beginposition']"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 20,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<AxesSubplot:title={'center':'Cloud Coverage (in %) in Selected Products'}, ylabel='Frequency'>"
|
|
]
|
|
},
|
|
"execution_count": 20,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"products_in_union['cloudcoverpercentage'].plot.hist(title='Cloud Coverage (in %) in Selected Products')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Downloads are expensive because each product to be downloaded has a size of approximately 1GB. The amount of products to download is reduced by dropping identical geometries, keeping the one with the smallest cloud cover:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 21,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"41"
|
|
]
|
|
},
|
|
"execution_count": 21,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"deduplicated = products_in_union.sort_values(by='cloudcoverpercentage').drop_duplicates(subset=['geometry'])\n",
|
|
"len(deduplicated)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"This further moves the distribution of cloud coverage in the selected products to the minimum:"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 22,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<AxesSubplot:title={'center':'Cloud Coverage (in %) in Selected Products'}, ylabel='Frequency'>"
|
|
]
|
|
},
|
|
"execution_count": 22,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
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"text/plain": [
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"<Figure size 432x288 with 1 Axes>"
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]
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},
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"metadata": {
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"needs_background": "light"
|
|
},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"deduplicated['cloudcoverpercentage'].plot.hist(title='Cloud Coverage (in %) in Selected Products')"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
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|
"kernelspec": {
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|
"display_name": "Python 3",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
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"codemirror_mode": {
|
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"name": "ipython",
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"version": 3
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},
|
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"file_extension": ".py",
|
|
"mimetype": "text/x-python",
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"name": "python",
|
|
"nbconvert_exporter": "python",
|
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"pygments_lexer": "ipython3",
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"version": "3.8.6"
|
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}
|
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},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 4
|
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}
|