icesat2_canopy_heights

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icesat2_canopy_heights

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(WORK IN PROGRESS) Derive estimated canopy heights from raw ICESat-2 ATL03 photon returns.

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# icesat2_canopy_heights

[![Contributors][contributors-shield]][contributors-url]
[![Forks][forks-shield]][forks-url]
[![Stargazers][stars-shield]][stars-url]
[![Issues][issues-shield]][issues-url]
[![MIT License][license-shield]][license-url]

## Table of Contents

* [About the Project](#about-the-project)
  * [Built With](#built-with)
* [Examples](#examples)
* [Getting Started](#getting-started)
* [Usage](#usage)
* [Roadmap](#roadmap)
* [Contributing](#contributing)
* [License](#license)
* [Contact](#contact)

## About The Project

Tools for deriving ground and canopy elevation from raw ATL03 ICESat-2 returns from NASA's ATLAS sensor.

Workflow employed for this study:
![CanopyWorkflow](https://raw.githubusercontent.com/aboestpetersen/icesat2_canopy_heights/main/images/ground_detection.png "canopy_workflow")

Comparison of resolutions (user can change output resolution):
![ResolutionCompare](https://raw.githubusercontent.com/aboestpetersen/icesat2_canopy_heights/main/images/res_compare.png "resolution_compare")

### Built With
* [Python](https://www.python.org/)
* [ICESat-2](https://icesat-2.gsfc.nasa.gov/)
* [icepyx](https://icepyx.readthedocs.io/en/latest/)
* [PhoREAL](https://github.com/icesat-2UT/PhoREAL)

## Examples

Built with Jupyter Notebooks:
* [Downloading ATL03 Data](https://github.com/aboestpetersen/icesat2_canopy_heights/blob/main/Examples/atl_download.ipynb)
* [Deriving Canopy Estimates](https://github.com/aboestpetersen/icesat2_canopy_heights/blob/main/Examples/derive_heights.ipynb)

## Getting Started

To get a local copy use the following git command:
```
git clone https://github.com/aboestpetersen/icesat2_canopy_heights.git
```

## Roadmap

See the [open issues](https://github.com/aboestpetersen/icesat2_canopy_heights/issues) for a list of proposed features (and known issues).

## Contributing

Any contributions made are **greatly appreciated** and welcomed.

1. Fork the Project
2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
4. Push to the Branch (`git push origin feature/AmazingFeature`)
5. Open a Pull Request

## License

Distributed under the MIT License. See `LICENSE` for more information.

## Contact
Alexander Boest-Petersen - https://www.linkedin.com/in/alexanderboest-petersen/ - aboestpetersen@gmail.com

[contributors-shield]: https://img.shields.io/github/contributors/aboestpetersen/icesat2_canopy_heights?style=plastic
[contributors-url]: https://github.com/aboestpetersen/icesat2_canopy_heights/graphs/contributors
[forks-shield]: https://img.shields.io/github/forks/aboestpetersen/icesat2_canopy_heights?style=plastic
[forks-url]: https://github.com/aboestpetersen/icesat2_canopy_heights/network/members
[stars-shield]: https://img.shields.io/github/stars/aboestpetersen/icesat2_canopy_heights?style=plastic
[stars-url]: https://github.com/aboestpetersen/icesat2_canopy_heights/stargazers
[issues-shield]: https://img.shields.io/github/issues/aboestpetersen/icesat2_canopy_heights?style=plastic
[issues-url]: https://github.com/aboestpetersen/icesat2_canopy_heights/issues
[license-shield]: https://img.shields.io/github/license/aboestpetersen/icesat2_canopy_heights?style=plastic
[license-url]: https://github.com/aboestpetersen/icesat2_canopy_heights/blob/main/LICENSE

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