{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial: `hsio`\n", "\n", "## Sample data\n", "Sample imagery captured from a [Resonon](https://resonon.com/) Pika II VIS-NIR line scanning imager and ancillary sample files can be downloaded from this [link](https://drive.google.com/drive/folders/1KpOBB4-qghedVFd8ukQngXNwUit8PFy_?usp=sharing).\n", "\n", "Before trying this tutorial on your own machine, please download the [sample files](https://drive.google.com/drive/folders/1KpOBB4-qghedVFd8ukQngXNwUit8PFy_?usp=sharing) and place into a local directory of your choosing (and do not change the file names). Indicate the location of your sample files by modifying `data_dir`:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "data_dir = r'F:\\\\nigo0024\\Documents\\hs_process_demo'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***\n", "\n", "## Confirm your environment\n", "\n", "Before trying the tutorials, be sure `hs_process` and its dependencies are [properly installed](installation.html#). If you installed in a *virtual environment*, first check we are indeed using the Python instance that was installed with the virtual environment:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Python install location: C:\\Users\\nigo0024\\Anaconda3\\envs\\hs_process\\python.exe\n", "Version: 0.0.4\n" ] } ], "source": [ "import sys\n", "import hs_process\n", "print('Python install location: {0}'.format(sys.executable))\n", "print('Version: {0}'.format(hs_process.__version__))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *spec* folder that contains `python.exe` tells me that the activated Python instance is indeed in the `spec` environment, just as I intend. If you created a virtual environment, but your `python.exe` is not in the `envs\\spec` directory, you either did not properly create your virtual environment or you are not pointing to the correct Python installation in your IDE (e.g., Spyder, Jupyter notebook, etc.). \n", "\n", "***\n", "\n", "## `hsio.read_cube`\n", "Reads in a hyperspectral datacube using the [Spectral Python](http://www.spectralpython.net/) package. [[API]](api/hs_process.hsio.html#hs_process.hsio.read_cube)\n", "\n", "Load and initialize `hsio`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import os\n", "from hs_process import hsio\n", "\n", "fname_hdr = os.path.join(data_dir, 'Wells_rep2_20180628_16h56m_pika_gige_7-Radiance Conversion-Georectify Airborne Datacube-Convert Radiance Cube to Reflectance from Measured Reference Spectrum.bip.hdr')\n", "io = hsio() # initialize an instance of the hsio class (note there are no required parameters)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load datacube using ``hsio.read_cube``" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\tData Source: 'F:\\\\nigo0024\\Documents\\hs_process_demo\\Wells_rep2_20180628_16h56m_pika_gige_7-Radiance Conversion-Georectify Airborne Datacube-Convert Radiance Cube to Reflectance from Measured Reference Spectrum.bip'\n", "\t# Rows: 617\n", "\t# Samples: 1300\n", "\t# Bands: 240\n", "\tInterleave: BIP\n", "\tQuantization: 32 bits\n", "\tData format: float32" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "io.read_cube(fname_hdr)\n", "io.spyfile" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check `name_long`, `name_short`, and `name_plot` values derived from the filename" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "name_long: -Radiance Conversion-Georectify Airborne Datacube-Convert Radiance Cube to Reflectance from Measured Reference Spectrum\n", "name_short: Wells_rep2_20180628_16h56m_pika_gige_7\n", "name_plot: 7\n" ] } ], "source": [ "print('name_long: {0}'.format(io.name_long))\n", "print('name_short: {0}'.format(io.name_short))\n", "print('name_plot: {0}'.format(io.name_plot))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***\n", "\n", "## `hsio.read_spec`\n", "Reads in a hyperspectral spectrum file using the using the [Spectral Python](http://www.spectralpython.net/) package. [[API]](api/hs_process.hsio.html#hs_process.hsio.read_spec)\n", "\n", "\n", "Load and initialize `hsio`" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from hs_process import hsio\n", "\n", "fname_hdr_spec = os.path.join(data_dir, 'Wells_rep2_20180628_16h56m_pika_gige_7_plot_611-cube-to-spec-mean.spec.hdr')\n", "io = hsio() # initialize an instance of the hsio class (note there are no required parameters)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load datacube using ``hsio.read_cube``" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\tData Source: 'F:\\\\nigo0024\\Documents\\hs_process_demo\\Wells_rep2_20180628_16h56m_pika_gige_7_plot_611-cube-to-spec-mean.spec'\n", "\t# Rows: 1\n", "\t# Samples: 1\n", "\t# Bands: 240\n", "\tInterleave: BIP\n", "\tQuantization: 32 bits\n", "\tData format: float32" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "io.read_spec(fname_hdr_spec)\n", "io.spyfile_spec" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check `name_long`, `name_short`, and `name_plot` values derived from the filename" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "name_long: -cube-to-spec-mean\n", "name_short: Wells_rep2_20180628_16h56m_pika_gige_7_plot_611\n", "name_plot: 611\n" ] } ], "source": [ "print('name_long: {0}'.format(io.name_long))\n", "print('name_short: {0}'.format(io.name_short))\n", "print('name_plot: {0}'.format(io.name_plot))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***\n", "\n", "## `hsio.set_io_defaults`\n", "Sets any of the ENVI file writing parameters to `hsio`; if any parameter is left unchanged from its default, it will remain as-is (i.e., it will not be set). [[API]](api/hs_process.hsio.html#hs_process.hsio.set_io_defaults)\n", "\n", "Load and initialize `hsio`" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from hs_process import hsio\n", "\n", "io = hsio() # initialize an instance of the hsio class" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check `defaults.envi_write`" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'dtype': numpy.float32,\n", " 'force': False,\n", " 'ext': '',\n", " 'interleave': 'bip',\n", " 'byteorder': 0}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "io.defaults.envi_write" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Modify `force` parameter and recheck `defaults.envi_write`" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'dtype': numpy.float32,\n", " 'force': True,\n", " 'ext': '',\n", " 'interleave': 'bip',\n", " 'byteorder': 0}" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "io.set_io_defaults(force=True)\n", "io.defaults.envi_write" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***\n", "\n", "## `hsio.show_img`\n", "Displays a datacube as a 3-band RGB image using [Matplotlib](https://matplotlib.org/3.1.1/api/_as_gen/matplotlib.pyplot.imshow.html#). [[API]](api/hs_process.hsio.html#hs_process.hsio.show_img)\n", "\n", "Load `hsio` and `spatial_mod` modules" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "from hs_process import hsio # load hsio\n", "from hs_process import spatial_mod # load spatial mod" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load the datacube using `hsio.read_cube`" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "fname_hdr = os.path.join(data_dir, 'Wells_rep2_20180628_16h56m_pika_gige_7-Radiance Conversion-Georectify Airborne Datacube-Convert Radiance Cube to Reflectance from Measured Reference Spectrum.bip.hdr')\n", "io = hsio() # initialize an instance of the hsio class\n", "io.read_cube(fname_hdr)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Perform simple spatial cropping via `spatial_mod.crop_single`" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "my_spatial_mod = spatial_mod(io.spyfile) # initialize spatial_mod instance to crop the image\n", "array_crop, metadata = my_spatial_mod.crop_single(pix_e_ul=250, pix_n_ul=100, crop_e_m=8, crop_n_m=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Show an RGB render of the cropped image using `hsio.show_img`" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "io.show_img(array_crop)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***\n", "\n", "## `hsio.write_cube`\n", "Wrapper function that accesses the [Spectral Python](http://www.spectralpython.net/) package to save a datacube to file. [[API]](api/hs_process.hsio.html#hs_process.hsio.write_cube)\n", "\n", "Load `hsio` and `spatial_mod` modules" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "from hs_process import hsio # load hsio\n", "from hs_process import spatial_mod # load spatial mod\n", "\n", "fname_hdr_in = os.path.join(data_dir, 'Wells_rep2_20180628_16h56m_pika_gige_7-Radiance Conversion-Georectify Airborne Datacube-Convert Radiance Cube to Reflectance from Measured Reference Spectrum.bip.hdr')\n", "io = hsio() # initialize the hsio class\n", "io.read_cube(fname_hdr_in)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Perform simple spatial cropping via `spatial_mod.crop_single` to generate a new datacube." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "my_spatial_mod = spatial_mod(io.spyfile) # initialize spatial_mod instance to crop the image\n", "array_crop, metadata = my_spatial_mod.crop_single(pix_e_ul=250, pix_n_ul=100, crop_e_m=8, crop_n_m=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save the datacube using `hsio.write_cube`." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "fname_hdr = os.path.join(data_dir, 'hsio', 'Wells_rep2_20180628_16h56m_pika_gige_7-hsio-write-cube-cropped.bip.hdr')\n", "if not os.path.isdir(os.path.dirname(fname_hdr)): # create a new folder named \"hsio\" if it does not exist\n", " os.mkdir(os.path.dirname(fname_hdr))\n", "io.write_cube(fname_hdr, array_crop, metadata=metadata, force=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Load the datacube into Spectronon for visualization:\n", "![write_cube](../.././docs/source/img/utilities/write_cube.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***\n", "\n", "## `hsio.write_spec`\n", "Wrapper function that accesses the [Spectral Python](http://www.spectralpython.net/) package to save a single spectra to file. [[API]](api/hs_process.hsio.html#hs_process.hsio.write_spec)\n", "\n", "Load and initialize `hsio`" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "from hs_process import hsio # load hsio\n", "\n", "fname_hdr_in = os.path.join(data_dir, 'Wells_rep2_20180628_16h56m_pika_gige_7-Radiance Conversion-Georectify Airborne Datacube-Convert Radiance Cube to Reflectance from Measured Reference Spectrum.bip.hdr')\n", "io = hsio() # initialize the hsio class (note there are no required parameters)\n", "io.read_cube(fname_hdr_in)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculate spectral mean via `hstools.mean_datacube`" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "spec_mean, spec_std, _ = io.tools.mean_datacube(io.spyfile)\n", "fname_hdr_spec = os.path.join(data_dir, 'hsio', 'Wells_rep2_20180628_16h56m_pika_gige_7-mean.spec.hdr')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save the new spectra to file via `hsio.write_spec`" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "io.write_spec(fname_hdr_spec, spec_mean, spec_std, force=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Open *Wells_rep2_20180628_16h56m_pika_gige_7-mean.spec* in *Spectronon* for visualization:\n", "![write_spec](../../docs/source/img/utilities/write_spec.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***\n", "\n", "## `hsio.write_tif`\n", "Wrapper function that accesses the [GDAL Python package](https://pypi.org/project/GDAL/) to save a small datacube subset (i.e., three bands or less) to file. [[API]](api/hs_process.hsio.html#hs_process.hsio.write_tif)\n", "\n", "Load and initialize `hsio`" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "from hs_process import hsio # load hsio\n", "\n", "fname_hdr_in = os.path.join(data_dir, 'Wells_rep2_20180628_16h56m_pika_gige_7-Radiance Conversion-Georectify Airborne Datacube-Convert Radiance Cube to Reflectance from Measured Reference Spectrum.bip.hdr')\n", "io = hsio() # initialize the hsio class\n", "io.read_cube(fname_hdr_in)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save an RGB render of the datacube to file via `hsio.write_tif`" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Either `projection_out` is `None` or `geotransform_out` is `None` (or both are). Retrieving projection and geotransform information by loading `hsio.fname_in` via GDAL. Be sure this is appropriate for the data you are trying to write.\n", "\n" ] } ], "source": [ "fname_tif = os.path.join(data_dir, 'hsio', 'Wells_rep2_20180628_16h56m_pika_gige_7.tif')\n", "io.write_tif(fname_tif, spyfile=io.spyfile, fname_in=fname_hdr_in)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Open *Wells_rep2_20180628_16h56m_pika_gige_7.tif* in *QGIS* with the plot boundaries overlaid:\n", "![write_tif](../.././docs/source/img/utilities/write_tif_qgis.png)" ] } ], "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 4 }