| Name | sentinelhub JSON |
| Version |
3.11.1
JSON |
| download |
| home_page | None |
| Summary | Python API for Sentinel Hub |
| upload_time | 2024-09-27 09:07:59 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.8 |
| license | MIT License Copyright (c) 2018 Sinergise Ltd. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
| keywords |
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
[](https://pypi.org/project/sentinelhub/)
[](https://anaconda.org/conda-forge/sentinelhub)
[](https://pypi.org/project/sentinelhub/)
[](https://github.com/sentinel-hub/sentinelhub-py/actions)
[](https://sentinelhub-py.readthedocs.io/en/latest/)
[](https://pepy.tech/project/sentinelhub)
[](https://pepy.tech/project/sentinelhub)
[](https://github.com/sentinel-hub/sentinelhub-py/blob/master/LICENSE.md)
[](https://codecov.io/gh/sentinel-hub/sentinelhub-py)
## Introduction
The **sentinelhub** Python package is the official Python interface for [Sentinel Hub services](https://www.sentinel-hub.com/). It supports most of the services described in the [Sentinel Hub documentation](https://docs.sentinel-hub.com/api/latest/) and any type of [satellite data collections](https://docs.sentinel-hub.com/api/latest/data/), including Sentinel, Landsat, MODIS, DEM, and custom collections produced by users.
The package also provides a collection of basic tools and utilities for working with geospatial and satellite data. It builds on top of well known packages such as `numpy`, `shapely`, `pyproj`, etc. It is also a core dependency of [`eo-learn`](https://github.com/sentinel-hub/eo-learn) Python package for creating geospatial data-processing workflows.
The main package resources are [GitHub repository](https://github.com/sentinel-hub/sentinelhub-py), [documentation page](https://sentinelhub-py.readthedocs.io/en/latest/), and [Sentinel Hub forum](https://forum.sentinel-hub.com/).
## Installation
The package requires a Python version >= 3.8. The package is available at the PyPI package index and can be installed with
```
$ pip install sentinelhub
```
or with an extension tag for additional functionalities
```
$ pip install sentinelhub[AWS] # extra dependencies for interacting with Amazon Web Services
```
Alternatively, the package can be installed with Conda from `conda-forge` channel
```
$ conda install -c conda-forge sentinelhub
```
To install the package manually, clone the repository and run
```
$ pip install .
```
Before installing `sentinelhub` on **Windows** it is recommended to install `shapely` package from
[Unofficial Windows wheels repository](https://www.lfd.uci.edu/~gohlke/pythonlibs/)
Once installed the package can be configured according to [configuration instructions](https://sentinelhub-py.readthedocs.io/en/latest/configure.html) in documentation.
## Content
A high-level overview of the main functionalities:
- Sentinel Hub services
* [Process API](https://docs.sentinel-hub.com/api/latest/api/process/),
* [Catalog API](https://docs.sentinel-hub.com/api/latest/api/catalog/),
* [Batch Processing API](https://docs.sentinel-hub.com/api/latest/api/batch/),
* [BYOC API](https://docs.sentinel-hub.com/api/latest/api/byoc/),
* [Statistical API](https://docs.sentinel-hub.com/api/latest/api/statistical/),
* [OGC services (WMS/WCS/WFS)](https://docs.sentinel-hub.com/api/latest/api/ogc/),
* [FIS](https://www.sentinel-hub.com/develop/api/ogc/fis-request/),
* authentication and rate-limit handling,
- geospatial utilities
* interface for geospatial objects and transformations,
* large area splitting,
* data collection objects,
* IO tools,
- [Geopedia](https://portal.geopedia.world/) WMS and REST API.
## Documentation
For more information on the package and to access the documentation, visit [readthedocs](https://sentinelhub-py.readthedocs.io/).
## Examples
The package has a collection of Jupyter notebooks with examples. They are available in the [examples folder](https://github.com/sentinel-hub/sentinelhub-py/tree/master/examples) on GitHub and converted into documentation under [Examples section](https://sentinelhub-py.readthedocs.io/en/latest/examples.html).
Additionally, some examples are explained in Sentinel Hub webinar videos:
- [Process API in Python](https://www.youtube.com/watch?v=sX3w3Wd3FBw&list=PL46vEE2ks3tn8NGesSFllgJW5MSYRi4od&index=10&t=2220s)
- [OGC API in Python](https://www.youtube.com/watch?v=CBIlTOl2po4&list=PL46vEE2ks3tn8NGesSFllgJW5MSYRi4od&index=4&t=1766s)
## Blog posts
The package played a key role in many projects and use cases described at [Sentinel Hub blog](https://medium.com/sentinel-hub). The following blog posts are about the package itself:
* [Upgrading the sentinelhub Python package](https://medium.com/sentinel-hub/upgrading-the-sentinelhub-python-package-2665f9c10df)
* [Release of sentinelhub Python Package 2.0](https://medium.com/sentinel-hub/release-of-sentinelhub-python-package-2-0-a3d47709f8fd)
## Questions and Issues
Feel free to ask questions about the package and its use cases at [Sentinel Hub forum](https://forum.sentinel-hub.com/) or raise an issue on [GitHub](https://github.com/sentinel-hub/sentinelhub-py/issues).
You are welcome to send your feedback to the package authors, Sentinel Hub research team, through any of [Sentinel Hub communication channels](https://sentinel-hub.com/develop/communication-channels).
## License
See [LICENSE](https://github.com/sentinel-hub/sentinelhub-py/blob/master/LICENSE.md).
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They are available in the [examples folder](https://github.com/sentinel-hub/sentinelhub-py/tree/master/examples) on GitHub and converted into documentation under [Examples section](https://sentinelhub-py.readthedocs.io/en/latest/examples.html).\n\nAdditionally, some examples are explained in Sentinel Hub webinar videos:\n\n- [Process API in Python](https://www.youtube.com/watch?v=sX3w3Wd3FBw&list=PL46vEE2ks3tn8NGesSFllgJW5MSYRi4od&index=10&t=2220s)\n- [OGC API in Python](https://www.youtube.com/watch?v=CBIlTOl2po4&list=PL46vEE2ks3tn8NGesSFllgJW5MSYRi4od&index=4&t=1766s)\n\n\n## Blog posts\n\nThe package played a key role in many projects and use cases described at [Sentinel Hub blog](https://medium.com/sentinel-hub). The following blog posts are about the package itself:\n\n * [Upgrading the sentinelhub Python package](https://medium.com/sentinel-hub/upgrading-the-sentinelhub-python-package-2665f9c10df)\n * [Release of sentinelhub Python Package 2.0](https://medium.com/sentinel-hub/release-of-sentinelhub-python-package-2-0-a3d47709f8fd)\n\n\n## Questions and Issues\n\nFeel free to ask questions about the package and its use cases at [Sentinel Hub forum](https://forum.sentinel-hub.com/) or raise an issue on [GitHub](https://github.com/sentinel-hub/sentinelhub-py/issues).\n\nYou are welcome to send your feedback to the package authors, Sentinel Hub research team, through any of [Sentinel Hub communication channels](https://sentinel-hub.com/develop/communication-channels).\n\n\n## License\n\nSee [LICENSE](https://github.com/sentinel-hub/sentinelhub-py/blob/master/LICENSE.md).\n",
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