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        "author": "OMS-NetZero, Chris Smith, Richard Millar, Zebedee Nicholls, Myles Allen",
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        "description": "| |Build Status|\n| |Binder|\n| |Docs Status|\n| |Zenodo|\n| |Codecov|\n\nFaIR\n====\n\nFinite Amplitude Impulse-Response simple climate-carbon-cycle model\n\nInstallation\n------------\n\n#. Make sure you have Python 2 or 3 and pip installed\n#. From terminal/command prompt ``pip install fair``\n\nUsage\n-----\n\nFaIR takes emissions of greenhouse gases, aerosol and ozone precursors,\nand converts these into greenhouse gas concentrations, radiative forcing\nand temperature change.\n\nThere are two ways to run FaIR:\n\n#. Carbon dioxide emissions only with all other radiative forcings\n   specified externally (specify ``useMultigas=False`` in the call to\n   ``fair_scm``);\n#. All species included in the RCP emissions datasets, with, optionally,\n   solar and volcanic forcing still specified externally. For\n   convenience, the RCP datasets are provided in the RCP subdirectory\n   and can be imported:\n\n::\n\n    from fair.forward import fair_scm\n    from fair.RCPs import rcp85\n    emissions = rcp85.Emissions.emissions\n    C,F,T = fair_scm(emissions=emissions)\n\nThe main engine of the model is the ``fair_scm`` function in\n``forward.py``. This function can be imported into a Python script or\niPython session. The most important keyword to ``fair_scm`` is the\n``emissions``. This should be either a (nt, 40) numpy array (in multigas\nmode) or (nt,) numpy array (in CO2 only mode), where nt is the number of\nmodel timesteps. The outputs are a tuple of ``(C, F, T)`` arrays which\nare GHG concentrations ((nt, 31) in multigas mode, (nt,) in CO2-only\nmode), forcing ((nt, 13) or (nt,)) and temperature change (nt,). The\nindex numbers corresponding to each species will be given in tables 1 to\n3 of the revised version of the Smith et al. paper reference below (we\nhope to make this object-oriented in the future). For now, note that the\ninput emissions follow the ordering of the RCP datasets, which are\nincluded under ``fair/RCPs``, and the GHG concentrations output are in\nthe same order, except that we don't output the year, only use one\ncolumn for total CO2, and the short-lived species (input indices 5 to 11\ninclusive) are not included, reducing the number of columns from 40 to\n31. In multigas mode the forcing output indices are:\n\n0. CO\\ :sub:`2`\\\n1. CH\\ :sub:`4`\\\n2. N\\ :sub:`2`\\ O\n3. Minor GHGs (CFCs, HFCs etc)\n4. Tropospheric ozone\n5. Stratospheric ozone\n6. Stratospheric water vapour from methane oxidation\n7. Contrails\n8. Aerosols\n9. Black carbon on snow\n10. Land use\n11. Volcanic\n12. Solar\n\n\nFor further information, see the example ipython notebook contained in\nthe GitHub repo at https://github.com/OMS-NetZero/FAIR.\n\nReferences:\n-----------\n\nSmith, C. J., Forster, P. M., Allen, M., Leach, N., Millar, R. J.,\nPasserello, G. A., and Regayre, L. A.: FAIR v1.3: A simple\nemissions-based impulse response and carbon cycle model, Geosci. Model\nDev., https://doi.org/10.5194/gmd-11-2273-2018, 2018.\n\nMillar, R. J., Nicholls, Z. R., Friedlingstein, P., and Allen, M. R.: A\nmodified impulse-response representation of the global near-surface air\ntemperature and atmospheric concentration response to carbon dioxide\nemissions, Atmos. Chem. Phys., 17, 7213-7228,\nhttps://doi.org/10.5194/acp-17-7213-2017, 2017.\n\n.. |Build Status| image:: https://travis-ci.org/OMS-NetZero/FAIR.svg?branch=master\n   :target: https://travis-ci.org/OMS-NetZero/FAIR\n.. |Binder| image:: https://mybinder.org/badge.svg\n   :target: https://mybinder.org/v2/gh/OMS-NetZero/FAIR/master?filepath=notebooks/Example-Usage.ipynb\n.. |Docs Status| image:: https://readthedocs.org/projects/fair/badge/?version=latest\n   :target: http://fair.readthedocs.io/en/latest/?badge=latest\n   :alt: Documentation Status\n.. |Zenodo| image:: https://zenodo.org/badge/DOI/10.5281/zenodo.1247898.svg\n   :target: https://doi.org/10.5281/zenodo.1247898\n.. |Codecov| image:: https://codecov.io/gh/OMS-NetZero/FAIR/branch/master/graph/badge.svg\n   :target: https://codecov.io/gh/OMS-NetZero/FAIR\n\n\n",
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