From 37f2838803aec5098e9637eaeb948ff25b8320ca Mon Sep 17 00:00:00 2001 From: spestana Date: Fri, 15 Jan 2021 11:48:24 -0800 Subject: [PATCH] Add LST and ACM products to this example jupyter notebook --- .../goespy_download_plot_example.ipynb | 390 +++++++++++++++++- 1 file changed, 384 insertions(+), 6 deletions(-) diff --git a/examples/plotting_data/goespy_download_plot_example.ipynb b/examples/plotting_data/goespy_download_plot_example.ipynb index d08496d..760b55b 100644 --- a/examples/plotting_data/goespy_download_plot_example.ipynb +++ b/examples/plotting_data/goespy_download_plot_example.ipynb @@ -8,7 +8,7 @@ "\n", "[Steven Pestana](https://spestana.github.io/), January 2021\n", "\n", - "This notebook walks through the steps for using [goespy](https://github.com/palexandremello/goes-py) to download GOES-R imagery. Then we use xarray to read the images into python. Finally we will create an RGB image from three ABI bands roughly following [this example by Danielle Losos](https://github.com/daniellelosos/True-Color-Image_GOES-R-ABI-L1b-Radiances).\n", + "This notebook walks through the steps for using [goespy](https://github.com/palexandremello/goes-py) to download GOES-R imagery and products. Then we use xarray to read the data into python. Finally we will create an RGB image from three ABI bands following [this example by Danielle Losos](https://github.com/daniellelosos/True-Color-Image_GOES-R-ABI-L1b-Radiances).\n", "\n", "---" ] @@ -89,8 +89,7 @@ "output_type": "stream", "text": [ "Downloading... the product ABI-L1b-RadC \n", - "Downloading dataset to... 19 UTC\n", - "OR_ABI-L1b-RadC-M6C03_G16_s20200631956138_e20200631958511_c20200631958576.nc: [##########] 100% 16.249844 MB/16.249844 MB" + "Downloading dataset to... 19 UTC\n" ] }, { @@ -134,8 +133,7 @@ "output_type": "stream", "text": [ "Downloading... the product ABI-L1b-RadC \n", - "Downloading dataset to... 19 UTC\n", - "OR_ABI-L1b-RadC-M6C03_G17_s20200631956176_e20200631958549_c20200631958586.nc: [##########] 100% 17.802478 MB/17.802478 MB" + "Downloading dataset to... 19 UTC\n" ] }, { @@ -273,7 +271,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -455,6 +453,386 @@ "ax4.axis('off');" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---\n", + "\n", + "### Downloading GOES ABI-L2-LST and ABI-L2-ACM products from AWS with goespy\n", + "\n", + "Now we will download the CONUS Land Surface Temperature (ABI-L2-LST) and Cloud Mask (ABI-L2-ACM) products from GOES-16 and GOES-17 for the same date and time." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Start with the Land Surface Temperature product:**" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "destination_path = './example/' # I have a folder named \"example\" where I am downloading the ABI imagery to\n", + "bucket = 'noaa-goes16'\n", + "year = '2020'\n", + "month = '03'\n", + "day = '03'\n", + "hour = '19'\n", + "product = 'ABI-L2-LSTC'\n", + "channel = '' # We do not need to specify a channel, so we will pass an empty string here since this argument will be ignored" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Download GOES-16 Land Surface Temperature:" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading... the product ABI-L2-LSTC \n", + "Downloading dataset to... 19 UTC\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ABI_Downloader(destination_path, bucket, year, month, day, hour, product, channel)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Download GOES-17 Land Surface Temperature:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "bucket = 'noaa-goes17'" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading... the product ABI-L2-LSTC \n", + "Downloading dataset to... 19 UTC\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ABI_Downloader(destination_path, bucket, year, month, day, hour, product, channel)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find all the LST files we just downloaded and load them using xarray:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# GOES-17 files\n", + "goes_16_LST_files = glob.glob('{destination_path}{bucket}/{year}/{month}/{day}/{product}/{hour}/*'.format(\n", + " destination_path=destination_path,\n", + " bucket='goes16', # note that there's no hyphen in the file path name of the bucket\n", + " year=year,\n", + " month=month,\n", + " day=day,\n", + " product=product,\n", + " hour=hour) # note that there's no channel directory\n", + " )\n", + "\n", + "# GOES-17 files\n", + "goes_17_LST_files = glob.glob('{destination_path}{bucket}/{year}/{month}/{day}/{product}/{hour}/*'.format(\n", + " destination_path=destination_path,\n", + " bucket='goes17', # note that there's no hyphen in the file path name of the bucket\n", + " year=year,\n", + " month=month,\n", + " day=day,\n", + " product=product,\n", + " hour=hour) # note that there's no channel directory\n", + " )\n", + "\n", + "# read in the files with xarray\n", + "goes_16_LST = xr.open_dataset(goes_16_LST_files[0])\n", + "goes_17_LST = xr.open_dataset(goes_17_LST_files[0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot Land Surface Temperature as seen by both GOES satellites:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, [ax1, ax2] = plt.subplots(1, 2, figsize=(16,6), tight_layout=True)\n", + "\n", + "# GOES-16\n", + "goes_16_LST.LST.plot(ax=ax2, cmap='magma')\n", + "\n", + "# GOES-17\n", + "goes_17_LST.LST.plot(ax=ax1, cmap='magma')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Now the Cloud Mask product**\n", + "\n", + "Download GOES-16 Cloud Mask:" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "destination_path = './example/' # I have a folder named \"example\" where I am downloading the ABI imagery to\n", + "bucket = 'noaa-goes16'\n", + "year = '2020'\n", + "month = '03'\n", + "day = '03'\n", + "hour = '19'\n", + "product = 'ABI-L2-ACMC'\n", + "channel = '' # We do not need to specify a channel, so we will pass an empty string here since this argument will be ignored" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading... the product ABI-L2-ACMC \n", + "Downloading dataset to... 19 UTC\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ABI_Downloader(destination_path, bucket, year, month, day, hour, product, channel)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Download GOES-17 Cloud Mask:" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "bucket = 'noaa-goes17'" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Downloading... the product ABI-L2-ACMC \n", + "Downloading dataset to... 19 UTC\n" + ] + }, + { + "data": { + "text/plain": [ + "0" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ABI_Downloader(destination_path, bucket, year, month, day, hour, product, channel)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find all the LST files we just downloaded and load them using xarray:" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "# GOES-17 files\n", + "goes_16_ACM_files = glob.glob('{destination_path}{bucket}/{year}/{month}/{day}/{product}/{hour}/*'.format(\n", + " destination_path=destination_path,\n", + " bucket='goes16', # note that there's no hyphen in the file path name of the bucket\n", + " year=year,\n", + " month=month,\n", + " day=day,\n", + " product=product,\n", + " hour=hour) # note that there's no channel directory\n", + " )\n", + "\n", + "# GOES-17 files\n", + "goes_17_ACM_files = glob.glob('{destination_path}{bucket}/{year}/{month}/{day}/{product}/{hour}/*'.format(\n", + " destination_path=destination_path,\n", + " bucket='goes17', # note that there's no hyphen in the file path name of the bucket\n", + " year=year,\n", + " month=month,\n", + " day=day,\n", + " product=product,\n", + " hour=hour) # note that there's no channel directory\n", + " )\n", + "\n", + "# read in the files with xarray\n", + "goes_16_ACM = xr.open_dataset(goes_16_ACM_files[0])\n", + "goes_17_ACM = xr.open_dataset(goes_17_ACM_files[0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot Cloud Masks for both GOES satellites" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, [ax1, ax2] = plt.subplots(1, 2, figsize=(16,6), tight_layout=True)\n", + "\n", + "# GOES-16\n", + "goes_16_ACM.BCM.plot(ax=ax2, cmap='Greys')\n", + "\n", + "# GOES-17\n", + "goes_16_ACM.BCM.plot(ax=ax1, cmap='Greys')" + ] + }, { "cell_type": "code", "execution_count": null,