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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "1763484f-997a-403c-95fc-809b32bde186",
"metadata": {},
"outputs": [],
"source": [
"import re\n",
"from pprint import pprint\n",
"\n",
"import boto3\n",
"\n",
"import numpy as np\n",
"import rasterio\n",
"import rioxarray as rxr\n",
"import xarray as xr"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "7f37fccc-c9e4-49f0-886f-9bea16c78210",
"metadata": {},
"outputs": [],
"source": [
"# Step 1 - let's find out the geographic extent of our subset on Github\n",
"SUBSET_URL = \"https://raw.githubusercontent.com/ceholden/open-geo-tutorial/master/example/LE70220491999322EDC01_stack.gtif\"\n",
"with rasterio.open(SUBSET_URL) as subset_ds:\n",
" # We need this later!\n",
" subset_transform = subset_ds.transform\n",
" subset_bounds = subset_ds.bounds\n",
" # While we're here, let's record the full dataset profile and band names to refer to\n",
" subset_profile = subset_ds.profile\n",
" subset_band_ids = subset_ds.descriptions"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "1722eb3d-86af-4ec4-bff9-21ab9b7baf4c",
"metadata": {},
"outputs": [],
"source": [
"# Regular expression to match on data file names\n",
"# Includes capture groups for,\n",
"# 1. Surface reflectance (SR) vs surface temperature (ST)\n",
"# 2. Band ID (B1, ..., B7, CLOUD_QA)\n",
"S3_BAND_REGEX = r\"^L.*(SR|ST)_(B[0-9]|CLOUD_QA).TIF$\"\n",
"\n",
"# Our prefix on S3 to the scene's data. I looked this up manually using `aws s3 ls` CLI program\n",
"# Generally this follows pattern,\n",
"# `s3://[bucket]/[collection id]/[processing level]/[grid]/[sensor]/[year]/[WRS2 path]/[WRS2 row]/[scene ID]/`\n",
"S3_SCENE_PREFIX = \"s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/\""
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "33134058-4d2c-40a6-94fd-3710edcd9335",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Found band B1 for dataset type SR at s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/LE07_L2SP_022049_19991118_20200918_02_T1_SR_B1.TIF\n",
"Found band B2 for dataset type SR at s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/LE07_L2SP_022049_19991118_20200918_02_T1_SR_B2.TIF\n",
"Found band B3 for dataset type SR at s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/LE07_L2SP_022049_19991118_20200918_02_T1_SR_B3.TIF\n",
"Found band B4 for dataset type SR at s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/LE07_L2SP_022049_19991118_20200918_02_T1_SR_B4.TIF\n",
"Found band B5 for dataset type SR at s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/LE07_L2SP_022049_19991118_20200918_02_T1_SR_B5.TIF\n",
"Found band B7 for dataset type SR at s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/LE07_L2SP_022049_19991118_20200918_02_T1_SR_B7.TIF\n",
"Found band CLOUD_QA for dataset type SR at s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/LE07_L2SP_022049_19991118_20200918_02_T1_SR_CLOUD_QA.TIF\n",
"Found band B6 for dataset type ST at s3://usgs-landsat/collection02/level-2/standard/etm/1999/022/049/LE07_L2SP_022049_19991118_20200918_02_T1/LE07_L2SP_022049_19991118_20200918_02_T1_ST_B6.TIF\n"
]
}
],
"source": [
"s3 = boto3.resource(\"s3\")\n",
"\n",
"# Dictionary to store S3 objects we want to use - Dict[band ID (str), S3 url (str)]\n",
"band_ids_to_paths = {}\n",
"\n",
"# Format S3 path into components for use\n",
"bucket, key = S3_SCENE_PREFIX.lstrip(\"s3://\").split(\"/\", 1)\n",
"\n",
"# List objects in bucket, filtered to our scene's prefix\n",
"# This step isn't free (!!) and we acknowledge with `RequestPayer` keyword argument\n",
"for obj in s3.Bucket(bucket).objects.filter(Prefix=key, RequestPayer=\"requester\").all():\n",
" # Grab last component of the S3 object key - this is our \"file name\"\n",
" name = obj.key.split(\"/\")[-1]\n",
" # Check if name matches our regex\n",
" match = re.match(S3_BAND_REGEX, name)\n",
" if match:\n",
" # Extract match groups from our regex\n",
" obs_type, band_id = match.groups()\n",
" # Reformat as S3 path usable by rasterio, etc\n",
" s3_path = f\"s3://{bucket}/{obj.key}\"\n",
" # Add to our dictionary and inform\n",
" print(f\"Found band {band_id} for dataset type {obs_type} at {s3_path}\")\n",
" band_ids_to_paths[band_id] = s3_path"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "c5ff6650-604f-42ab-88bc-82394f47b929",
"metadata": {},
"outputs": [],
"source": [
"# Reoroder bands per tutorial format\n",
"# We can use a dictionary since they're guaranteed to retain order >=py3.7 (hurray!!!)\n",
"bands = {\n",
" band_id: band_ids_to_paths[band_id]\n",
" for band_id in (\"B1\", \"B2\", \"B3\", \"B4\", \"B5\", \"B7\", \"B6\", \"CLOUD_QA\", )\n",
"}"
]
},
{
"cell_type": "markdown",
"id": "112ff02a-3674-4909-8bde-f4ce925b4b5d",
"metadata": {},
"source": [
"Sadly the USGS did not write the data scaling or offset values into the GeoTIFFs, so we have to apply that ourselves. You can find these values in the associated external metadata files, or on USGS website,\n",
"\n",
"https://www.usgs.gov/core-science-systems/nli/landsat/landsat-collection-2-level-2-science-products"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "884ff370-860b-4894-8150-ba2c576a8818",
"metadata": {},
"outputs": [],
"source": [
"scales_offsets = {\n",
" # SR - 0.0000275 + -0.2\n",
" **{\n",
" band_id: (0.0000275, -0.2)\n",
" for band_id in (\"B1\", \"B2\", \"B3\", \"B4\", \"B5\", \"B7\", )\n",
" },\n",
" # ST - 0.00341802 + 149.0\n",
" \"B6\": (0.00341802, 149.0)\n",
"}"
]
},
{
"cell_type": "markdown",
"id": "1a331703-30b5-4fc4-a540-472cf5bfe89a",
"metadata": {},
"source": [
"Next, we will open the raw Landsat data raster images in chunks by using the `dask` to `xarray`. We only want to read a tiny subset of the imagery for this tutorial. Dask helps us do this by deferring the actual data reading until we ask for specific chunks. By passing a chunk size to the `rxr.open_rasterio` argument, Xarray will know not to read the data into a NumPy array and will instead create a Dask graph containing the instructions for reading the entire image. From here we can subset using `.sel` operator to the location we want (remember we read the bounds from the subset on Github!).\n",
"\n",
"Dask helps us read our subset, but the real efficiency comes from the data format of these images. The data are formatted as [\"Cloud Optimized GeoTIFFs\" (COGs)](https://www.cogeo.org/) which enable us to efficiently read the data over the internet for only the location we're intersted in because the data have been internally split into image blocks, compressed to reduce size, and the file has a coherent and quick to read header describing the location inside the file containing each image block."
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "ba2c79d4-9ff4-4016-8cf5-077a43dcdb83",
"metadata": {},
"outputs": [],
"source": [
"# As we did with our boto3 calls to find the data, we have to tell rasterio to tell\n",
"# AWS that we're willing to pay\n",
"session = rasterio.session.AWSSession(requester_pays=True)\n",
"\n",
"# Tell Rasterio & GDAL to use our AWS requester pays session\n",
"with rasterio.Env(session=session):\n",
" # Collect data arrays- later we will stack into one array\n",
" data_arrays = []\n",
"\n",
" for band_id, band_path in bands.items():\n",
" # Read image into Dask backed array and subset\n",
" band_da = (\n",
" rxr.open_rasterio(\n",
" band_path,\n",
" masked=True,\n",
" chunks=(256, 256, )\n",
" )\n",
" # clip to subset bounds\n",
" .rio.clip_box(*subset_bounds)\n",
" # remove band dimension - we want to rename it when stacking\n",
" .isel(band=0)\n",
" )\n",
" \n",
" # Make sure we read something good!\n",
" assert band_da.x.size == subset_profile[\"width\"], f\"Wrong width for {band_id}\"\n",
" assert band_da.y.size == subset_profile[\"height\"], f\"Wrong height for {band_id}\"\n",
" \n",
" # Apply scaling + offset as needed - we already masked NODATA to nan, making this easier\n",
" if band_id in scales_offsets:\n",
" scale, offset = scales_offsets[band_id]\n",
" band_da = band_da * scale + offset\n",
" \n",
" # Collect for later stacking\n",
" data_arrays.append(band_da)\n",
" \n",
" # \"Stack\" all of the data into one multi-band data array of dtype int16\n",
" subset_da = (\n",
" xr.concat(data_arrays, \"band\")\n",
" .assign_coords({\"band\": list(bands.keys())})\n",
" )\n",
" \n",
" # Note that at this point we haven't read more than the COG TIF headers!\n",
" # Let's read into memory by asking Xarray to \"compute\" the Dask array into a NumPy array in memory\n",
" subset_da_np = subset_da.compute()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "fe4a033e-9bca-402d-a48a-cbeaa5e99587",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'B1': 0.0383053948,\n",
" 'B2': 0.06444762915999999,\n",
" 'B3': 0.05993333123999999,\n",
" 'B4': 0.33371927796,\n",
" 'B5': 0.22121204575999998,\n",
" 'B6': 308.38486307634173,\n",
" 'B7': 0.10545794619999999,\n",
" 'CLOUD_QA': 0.01264}\n"
]
}
],
"source": [
"# Preliminary inspection - do the overall band means look OK?\n",
"band_means = subset_da_np.mean(dim=('y', 'x'))\n",
"pprint({band: band_means.loc[band].item() for band in band_means.band.values})"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "716b68b8-b5d9-4a91-a190-51b235937207",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7ff7081ef7c0>"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"subset_da_np.loc[['B5', 'B4', 'B3']].plot.imshow(vmin=0, vmax=1.)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "8b483cc8-acd9-43ce-af4c-4c747bf27229",
"metadata": {},
"outputs": [],
"source": [
"# Looking good! Let's write to a file\n",
"#\n",
"# The data have been scaled already and need to be represented as a float (e.g., reflectance is (0-1] range)\n",
"# BUT float64 is a little excessive\n",
"subset_da_np.rio.to_raster(\n",
" \"./LE7_C02_L2_subset.tif\",\n",
" driver=\"GTiff\",\n",
" dtype='float32'\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "03abe9f1-9d62-4235-b7c5-1be6aef312d2",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"-rw-r--r-- 1 ceholden users 2.0M Apr 17 13:34 \u001b[0m\u001b[01;35mLE7_C02_L2_subset.tif\u001b[0m\n"
]
}
],
"source": [
"ls -lh LE7_C02_L2_subset.tif"
]
}
],
"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": "3.9.3"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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