diff --git a/sources/01b Plot downloaded products.ipynb b/sources/01b Plot downloaded products.ipynb index 4f63502..1fe493e 100644 --- a/sources/01b Plot downloaded products.ipynb +++ b/sources/01b Plot downloaded products.ipynb @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -26,15 +26,15 @@ "" ] }, - "execution_count": 5, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
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" ] }, "metadata": { @@ -53,7 +53,7 @@ "resources = Path('resources')\n", "berlin = gpd.read_file(resources / 'berlin.geojson')\n", "\n", - "fig, ax = plt.subplots(figsize=(10, 10))\n", + "fig, ax = plt.subplots(figsize=(9,9))\n", "berlin.plot(ax=ax)" ] }, @@ -66,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -75,7 +75,7 @@ "PosixPath('resources/true_color_image/S2B_MSIL2A_20200602T100559_N0214_R022_T33UUU_20200602T135324.zip')" ] }, - "execution_count": 12, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -99,7 +99,7 @@ "- `N0214` is the processing baseline. This is like a version string that encodes how the previous processing steps were performed.\n", "- `R022` is the relative orbit number.\n", "- `T3UUU` is the UTM tile for which the product contains information.\n", - "- The second timestamp, `20200602T135324`, is \"is the \"\\\" field, which is 15 characters in length, and is used to distinguish between different end user products from the same datatake.\" ([Source](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-2-msi/naming-convention))" + "- The second timestamp, `20200602T135324`, \"is the '\\' field, which is 15 characters in length, and is used to distinguish between different end user products from the same datatake.\" ([Source](https://sentinel.esa.int/web/sentinel/user-guides/sentinel-2-msi/naming-convention))" ] }, { @@ -114,7 +114,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -180,7 +180,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -189,7 +189,7 @@ "PosixPath('zip+file:/home/jovyan/sources/resources/true_color_image/S2B_MSIL2A_20200602T100559_N0214_R022_T33UUU_20200602T135324.zip!/S2B_MSIL2A_20200602T100559_N0214_R022_T33UUU_20200602T135324.SAFE/GRANULE/L2A_T33UUU_A016922_20200602T101204/IMG_DATA/R60m/T33UUU_20200602T100559_TCI_60m.jp2')" ] }, - "execution_count": 14, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -208,7 +208,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -239,7 +239,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Creating Your Own Composed Image\n", + "## Creating a Custom True-Color Composition\n", "\n", "While for many use cases using the TCI can be enough, knowing how to compose True-Color Images provides additional merit as explained above.\n", "\n", @@ -312,20 +312,17 @@ "metadata": {}, "outputs": [ { - "ename": "NameError", - "evalue": "name 'scihub_normalize_range' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;31m# file as a numpy array. each raster file can contain multiple bands and\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;31m# unfortunately the different parts of the spectrum are called \"bands\" as well.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m rplt.show([scihub_normalize_range(red.read(1)),\n\u001b[0m\u001b[1;32m 8\u001b[0m \u001b[0mscihub_normalize_range\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgreen\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 9\u001b[0m scihub_normalize_range(blue.read(1))],\n", - "\u001b[0;31mNameError\u001b[0m: name 'scihub_normalize_range' is not defined" + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { + "image/png": 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" ] }, "metadata": {}, @@ -334,14 +331,13 @@ ], "source": [ "with r.open(b02) as blue, r.open(b03) as green, r.open(b04) as red:\n", - " plt.figure(figsize=(10, 10))\n", + " fig, ax = plt.subplots(figsize=(10, 10))\n", + " ax.grid(False)\n", " \n", " # calling blue.read(1) returns the first raster band of the blue raster\n", " # file as a numpy array. each raster file can contain multiple bands and\n", " # unfortunately the different parts of the spectrum are called \"bands\" as well.\n", - " rplt.show([scihub_normalize_range(red.read(1)),\n", - " scihub_normalize_range(green.read(1)),\n", - " scihub_normalize_range(blue.read(1))],\n", + " rplt.show([red.read(1), green.read(1), blue.read(1)],\n", " # we need to pass the transform explicitly if we want the plot\n", " # to be labelled correctly because the numpy array does not,\n", " # contain information about world coordinates it only uses\n", @@ -355,6 +351,7 @@ "source": [ "- We can't just plot images by combining the different bands\n", "- The raster files contain values outside of the allowed range\n", + " - TODO: Show histogram\n", "- TCI is produced like this: https://sentinel.esa.int/web/sentinel/user-guides/sentinel-2-msi/definitions\n", "\n", "> The TCI is an RGB image built from the B02 (Blue), B03 (Green), and B04 (Red) Bands. The reflectances are coded between 1 and 255, 0 being reserved for 'No Data'. The saturation level of 255 digital counts correspond to a level of 3558 for L1C products or 2000 for L2A products (0.3558 and 0.2 in reflectance value respectively.\n", @@ -365,9 +362,35 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "RasterioIOError", + "evalue": "Dataset is closed: zip+file:///home/jovyan/sources/resources/true_color_image/S2B_MSIL2A_20200602T100559_N0214_R022_T33UUU_20200602T135324.zip!/S2B_MSIL2A_20200602T100559_N0214_R022_T33UUU_20200602T135324.SAFE/GRANULE/L2A_T33UUU_A016922_20200602T101204/IMG_DATA/R60m/T33UUU_20200602T100559_TCI_60m.jp2", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mRasterioIOError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mtransform\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mblue\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mrplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshow\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtci\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtransform\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtransform\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0max1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 6\u001b[0m rplt.show([red.read(1), green.read(1), blue.read(1)],\n\u001b[1;32m 7\u001b[0m transform=transform, ax=ax2)\n", + "\u001b[0;32m/opt/conda/lib/python3.8/site-packages/rasterio/plot.py\u001b[0m in \u001b[0;36mshow\u001b[0;34m(source, with_bounds, contour, contour_label_kws, ax, title, transform, adjust, **kwargs)\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0;31m# Lookup table for the color space in the source file. This will allow us to re-order it\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 96\u001b[0m \u001b[0;31m# to RGB if needed\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 97\u001b[0;31m \u001b[0msource_colorinterp\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mOrderedDict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolorinterp\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msource\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindexes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 98\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[0mcolorinterp\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mrasterio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0menums\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mColorInterp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32mrasterio/_base.pyx\u001b[0m in \u001b[0;36mrasterio._base.DatasetBase.colorinterp.__get__\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mrasterio/_base.pyx\u001b[0m in \u001b[0;36mrasterio._base.DatasetBase.band\u001b[0;34m()\u001b[0m\n", + "\u001b[0;32mrasterio/_base.pyx\u001b[0m in \u001b[0;36mrasterio._base.DatasetBase.handle\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mRasterioIOError\u001b[0m: Dataset is closed: zip+file:///home/jovyan/sources/resources/true_color_image/S2B_MSIL2A_20200602T100559_N0214_R022_T33UUU_20200602T135324.zip!/S2B_MSIL2A_20200602T100559_N0214_R022_T33UUU_20200602T135324.SAFE/GRANULE/L2A_T33UUU_A016922_20200602T101204/IMG_DATA/R60m/T33UUU_20200602T100559_TCI_60m.jp2" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "with r.open(b02) as blue, r.open(b03) as green, r.open(b04) as red:\n", " fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(27,9))\n", @@ -401,25 +424,6 @@ "### Subsetting to the desired area" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "b02, b03, b04 = scihub_bgr_paths(product, '10m')\n", - "b02.name, b03.name, b04.name" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "blue = r.open(b02)" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -427,29 +431,6 @@ "- Make sure our area of interest and the raster files have the same coordinate reference system" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "- **TODO** Use mask instead?" - ] - }, { "cell_type": "code", "execution_count": null, @@ -470,30 +451,23 @@ " height = int(out_window.height)\n", " width = int(out_window.width)\n", "\n", - " out_kwargs = src.profile\n", + " out_kwargs = src.profile.copy()\n", " out_kwargs.update({\n", " 'height': height,\n", " 'width': width,\n", - " 'transform': src.window_transform(out_window)})\n", + " 'transform': src.window_transform(out_window)\n", + " })\n", "\n", - " with r.open('/tmp/window.jp2', \"w\", **out_kwargs) as out:\n", + " with r.open('/tmp/window.jp2', \"w+\", **out_kwargs) as out:\n", " out.write(\n", " src.read(\n", " window=out_window,\n", " out_shape=(src.count, height, width),\n", " boundless=True,\n", " )\n", - " )" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "with r.open('/tmp/window.jp2') as src:\n", - " rplt.show(src)" + " )\n", + " \n", + " rplt.show(out)" ] }, { @@ -514,9 +488,12 @@ "source": [ "from tqdm.notebook import tqdm\n", "\n", + "b02, b03, b04 = scihub_bgr_paths(product, '10m')\n", + "b02.name, b03.name, b04.name\n", + "\n", "with r.open(b02) as blue, r.open(b03) as green, r.open(b04) as red:\n", " # we re-use out-window, width and height from above\n", - " out_kwargs = blue.profile\n", + " out_kwargs = blue.profile.copy()\n", " out_kwargs.update({\n", " 'count': 3, # number of bands\n", " 'height': height,\n",