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        "author": "Sinergise ltd.",
        "author_email": "info@sentinel-hub.com",
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        "description": "[![Package version](https://badge.fury.io/py/sentinelhub.svg)](https://pypi.org/project/sentinelhub/)\n[![Supported Python versions](https://img.shields.io/pypi/pyversions/sentinelhub.svg?style=flat-square)](https://pypi.org/project/sentinelhub/)\n[![Build status](https://travis-ci.org/sentinel-hub/sentinelhub-py.svg?branch=master)](https://travis-ci.org/sentinel-hub/sentinelhub-py)\n[![Docs status](https://readthedocs.org/projects/sentinelhub-py/badge/?version=latest)](http://sentinelhub-py.readthedocs.io/en/latest/)\n[![Overall downloads](https://pepy.tech/badge/sentinelhub)](https://pepy.tech/project/sentinelhub)\n[![Last month downloads](https://pepy.tech/badge/sentinelhub/month)](https://pepy.tech/project/sentinelhub)\n[![](https://img.shields.io/pypi/l/sentinelhub.svg)](https://github.com/sentinel-hub/sentinelhub-py/blob/master/LICENSE.md)\n[![Code coverage](https://codecov.io/gh/sentinel-hub/sentinelhub-py/branch/master/graph/badge.svg)](https://codecov.io/gh/sentinel-hub/sentinelhub-py)\n\n# Description\n\nThe **sentinelhub** Python package allows users to make OGC (WMS and WCS)\nweb requests to download and process satellite images within your Python\nscripts. It supports Sentinel-2 L1C and L2A, Sentinel-1, Landsat 8, MODIS and DEM data source.\n\nThe package also supports obtaining data from Amazon Web Service. It can either provide data from public bucket with\nSentinel-2 L1C imagery or requester pays bucket with Sentinel-2 L2A imagery. If specified the downloaded data can be\nstored in ESA .SAFE format (all types of .SAFE format are supported).\n\n# Installation\n\nThe package requires a Python version >= 3.5 and installed C/C++ compiler. The package is available on\nthe PyPI package manager and can be installed with\n\n```\n$ pip install sentinelhub --upgrade\n```\n\nTo install the package manually, clone the repository and\n```\n$ python setup.py build\n$ python setup.py install\n```\n\nBefore installing `sentinelhub-py` on **Windows** it is recommended to install package `shapely` from\n[Unofficial Windows wheels repository](https://www.lfd.uci.edu/~gohlke/pythonlibs/)\n\nOnce installed or updated the package can be configured according to [instructions in documentation](http://sentinelhub-py.readthedocs.io/en/latest/configure.html).\n\n# Content\n\n### OGC web service\n\nSome of the major features are linked to one's [Sentinel Hub account](https://services.sentinel-hub.com/oauth/subscription):\n * support for Web Map Service (WMS) and Web Coverage Service (WCS) requests using your Sentinel Hub account;\n * support for standard and custom multi-spectra layers, such as unprocessed\n bands, true color imagery, or NDVI;\n * support for multi-temporal requests;\n * support for cloud coverage filtering;\n * support for different Coordinate Reference Systems;\n * support to read and write downloaded data to disk in the most common\n image and data formats;\n * support for various data sources:\n   * Sentinel-2 L1C,\n   * Sentinel-2 L2A,\n   * Sentinel-1,\n   * Landsat 8,\n   * MODIS,\n   * DEM.\n\n\n### AWS data download\n\nThe package allows to download Sentinel-2 data from Sentinel-2 on AWS\nand reconstruct data into ESA .SAFE format.\n\nThe following are implemented:\n * support for Sentinel-2 L1C and Sentinel-2 L2A data;\n * support of old and new (i.e. compact) .SAFE format;\n * support for downloading of either entire product, or a map of the .SAFE\n structure only;\n * support of command lines entries;\n * adjustable threaded downloads, and optional redownloads of existing data (not default);\n * requires either S-2 product ID, or tile name and date of a product.\n\nIn case of Sentinel-2 L2A data AWS access key is required.\n\n\n### Documentation\n\nFor more information on the package and to access the documentation, visit [readthedocs](http://sentinelhub-py.readthedocs.io/).\n\n\n# Examples\n\nJupyter notebooks on how to use the modules to execute OGC requests, or\ndownload raw data from AWS in .SAFE format can be found in the [examples](https://github.com/sentinel-hub/sentinelhub-py/tree/master/examples/)\nfolder, or viewed in the [docs](http://sentinelhub-py.readthedocs.io/):\n * Using OGC web services ([link](http://sentinelhub-py.readthedocs.io/en/latest/examples/ogc_request.html))\n * Using utilities for large geographical areas ([link](http://sentinelhub-py.readthedocs.io/en/latest/examples/large_area_utilities.html))\n * AWS data download ([link](http://sentinelhub-py.readthedocs.io/en/latest/examples/aws_request.html))\n * AWS data download from command line in .SAFE format ([link](http://sentinelhub-py.readthedocs.io/en/latest/aws_cli.html))\n\n# Blog posts\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# 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 channel](https://sentinel-hub.com/develop/communication-channels).\n\n# License\n\nSee [LICENSE](https://github.com/sentinel-hub/sentinelhub-py/blob/master/LICENSE.md).",
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