Metadata-Version: 2.1
Name: HyperCoast
Version: 0.5.1
Summary: A Python package for processing hyperspectral data in coastal regions
Author-email: Qiusheng Wu <giswqs@gmail.com>
License: MIT License
Project-URL: Homepage, https://github.com/opengeos/HyperCoast
Keywords: HyperCoast
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: geopandas
Requires-Dist: h5netcdf
Requires-Dist: hvplot
Requires-Dist: leafmap
Requires-Dist: localtileserver
Requires-Dist: netcdf4
Requires-Dist: numpy
Requires-Dist: rioxarray
Requires-Dist: s3fs
Requires-Dist: scipy
Requires-Dist: xarray
Provides-Extra: all
Requires-Dist: HyperCoast[extra]; extra == "all"
Provides-Extra: extra
Requires-Dist: cartopy; extra == "extra"
Requires-Dist: earthaccess; extra == "extra"
Requires-Dist: mapclassify; extra == "extra"
Requires-Dist: pyvista; extra == "extra"

# HyperCoast

[![image](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/opengeos/HyperCoast/blob/main)
[![image](https://img.shields.io/pypi/v/HyperCoast.svg)](https://pypi.python.org/pypi/HyperCoast)
[![image](https://static.pepy.tech/badge/hypercoast)](https://pepy.tech/project/hypercoast)
[![image](https://img.shields.io/conda/vn/conda-forge/hypercoast.svg)](https://anaconda.org/conda-forge/hypercoast)
[![Conda Recipe](https://img.shields.io/badge/recipe-hypercoast-green.svg)](https://github.com/conda-forge/hypercoast-feedstock)
[![Conda Downloads](https://img.shields.io/conda/dn/conda-forge/hypercoast.svg)](https://anaconda.org/conda-forge/hypercoast)

**A Python package for visualizing and analyzing hyperspectral data in coastal regions**

-   Free software: MIT License
-   Documentation: <https://hypercoast.org>

## Features

-   Searching for NASA hyperspectral data interactively
-   Interactive visualization and analysis of hyperspectral data, such as [AVIRIS](https://aviris.jpl.nasa.gov), [DESIS](https://www.earthdata.nasa.gov/s3fs-public/imported/DESIS_TCloud_Mar0421.pdf), [EMIT](https://earth.jpl.nasa.gov/emit), [PACE](https://pace.gsfc.nasa.gov), [NEON AOP](https://data.neonscience.org/data-products/DP3.30006.001)
-   Interactive visualization of NASA [ECOSTRESS](https://ecostress.jpl.nasa.gov) data
-   Interactive extraction and visualization of spectral signatures
-   Changing band combinations and colormaps interactively
-   Visualizing hyperspectral data in 3D
-   Saving spectral signatures as CSV files

## Demos

-   Visualizing hyperspectral data in 3D ([notebook](https://hypercoast.org/examples/image_cube))

![Cube](https://i.imgur.com/NNId1Zz.gif)

-   Changing band combinations and colormaps interactively ([notebook](https://hypercoast.org/examples/neon))

![colormap](https://i.imgur.com/jYItN4D.gif)

-   Visualizing NASA [AVIRIS](https://aviris.jpl.nasa.gov) hyperspectral data interactively ([notebook](https://hypercoast.org/examples/aviris))

![AVIRIS](https://i.imgur.com/RdegGqx.gif)

-   Visualizing [DESIS](https://www.earthdata.nasa.gov/s3fs-public/imported/DESIS_TCloud_Mar0421.pdf) hyperspectral data interactively ([notebook](https://hypercoast.org/examples/desis))

![DESIS](https://i.imgur.com/PkwOPN5.gif)

-   Visualizing NASA [EMIT](https://earth.jpl.nasa.gov/emit) hyperspectral data interactively ([notebook](https://hypercoast.org/examples/emit))

![EMIT](https://i.imgur.com/zeyABMq.gif)

-   Visualizing NASA [PACE](https://pace.gsfc.nasa.gov) hyperspectral data interactively ([notebook](https://hypercoast.org/examples/pace))

![PACE](https://i.imgur.com/HBMjW6o.gif)

-   Visualizing [NEON AOP](https://data.neonscience.org/data-products/DP3.30006.001) hyperspectral data interactively ([notebook](https://hypercoast.org/examples/neon))

![NEON](https://i.imgur.com/CNP8E3y.gif)

## Acknowledgement

This projects draws inspiration and adapts source code from the [nasa/EMIT-Data-Resources](https://github.com/nasa/EMIT-Data-Resources) repository. Credit goes to the original authors.
