{
    "info": {
        "author": "Thibault Hallouin",
        "author_email": "thibault.hallouin@ucdconnect.ie",
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        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
            "Natural Language :: English",
            "Operating System :: MacOS",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Scientific/Engineering :: Hydrology"
        ],
        "description": "[![License: GPL v3](https://img.shields.io/badge/License-GPL%20v3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0)\n[![PyPI Version](https://badge.fury.io/py/eflowcalc.svg)](https://pypi.python.org/pypi/eflowcalc)\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.2566757.svg)](https://doi.org/10.5281/zenodo.2566757)\n\n# EFlowCalc - An efficient calculator of ecological streamflow characteristics in Python\n\nEFlowCalc is an open-source calculator of ecological streamflow characteristics in Python. It is licensed under GNU GPL-3.0 (see [licence file](https://github.com/ThibHlln/eflowcalc/blob/master/LICENCE.md) provided). EFlowCalc currently gives access to 159 ecologically relevant streamflow characteristics inventoried by [Olden and Poff (2003)](https://doi.org/10.1002/rra.700). More characteristics are gradually added to EFlowCalc. A key strength of EFlowCalc is the vectorisation of all calculations (using [numpy](https://github.com/numpy/numpy), and therefore C code in the background) which makes for very efficient computation of the streamflow characteristics.\n\n## How to Install\n\nEFlowCalc is available on PyPI, so you can simply use pip and the name of the package:\n\n    python -m pip install eflowcalc\n\nYou can also use pip and a link to the GitHub repository directly:\n\n\tpython -m pip install git+https://github.com/ThibHlln/eflowcalc.git\n\nAlternatively, you can download the source code (*i.e.* the GitHub repository) and, from the downloaded directory itself, run the command:\n\n    python setup.py install\n\n## How to Use\n\nA tutorial in the form of a [Jupyter notebook](https://github.com/ThibHlln/eflowcalc/blob/master/examples/api_usage_example.ipynb) is available to get started with the usage of EFlowCalc's API. The input file required for the tutorial is provided in the `examples/` folder.\n\n## How to Cite\n\nIf you are using EFlowCalc, please consider citing the software as follows (click on the link to get the DOI of a specific version):\n* Hallouin, T. (XXXX). EFlowCalc: Ecological Streamflow Characteristics Calculator (Version X.X.X). Zenodo. https://doi.org/10.5281/zenodo.2566757\n\n## Streamflow Characteristics Available\n\nThe streamflow characteristics currently available in EFlowCalc are as follows:\n* Magnitude of flow events\n    * Average flow events: MA1 to MA45\n    * Low flow events: ML1 to ML22\n    * High flow events: MH1 to MH23\n* Frequency of flow events\n    * Low flow events: FL1 to FL3\n    * High flow events: FH1 to FH10\n* Duration of flow events\n    * Low flow events: DL1 to DL20\n    * High flow events: DH1 to DH21\n* Timing of flow events\n    * Average flow events: TA1 and TA2\n    * Low flow events: TL1 and TL2\n    * High flow events: TH1 and TH2\n* Rate of change in flow events\n    * Average flow events: RA1 to RA9\n\nThese streamflow characteristics are amongst the 171 hydrological indices inventoried by [Olden and Poff (2003)](https://doi.org/10.1002/rra.700). The computations implemented in EFlowCalc are partially inspired by the work of [Henriksen et al. (2006)](https://doi.org/10.3133/ofr20061093), however EFlowCalc is neither endorsed by these authors nor by the U.S. Geological Survey.\n\n## Dependencies\n\nEFlowCalc requires the Python packages `numpy` and `pandas` to be installed on the Python interpreter where `eflowcalc` is installed.\n\n## Version History\n\n* 0.0.3 [08 Sep 2019]: [General enhancements](https://github.com/ThibHlln/eflowcalc/releases/tag/v0.0.3)\n* 0.0.2 [16 Feb 2019]: [Version with 142 additional SFCs (159 SFCs)](https://github.com/ThibHlln/eflowcalc/releases/tag/v0.0.2)\n* 0.0.1 [26 Oct 2018]: [First version of EFlowCalc (17 SFCs)](https://github.com/ThibHlln/eflowcalc/releases/tag/v0.0.1)\n\n## Acknowledgment\n\nThis tool was developed with the financial support of Ireland's Environmental Protection Agency (Grant Number 2014-W-LS-5).\n\n",
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