{
    "info": {
        "author": "Sylvia Dee, Amir Allam, and Feng Zhu",
        "author_email": "",
        "bugtrack_url": null,
        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6"
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        "description": "[![PyPI](https://img.shields.io/pypi/v/prysm-api.svg)]()\n[![](https://img.shields.io/badge/platform-Mac_Linux-red.svg)]()\n[![](https://img.shields.io/badge/language-Python3-success.svg)](https://www.python.org/)\n![GitHub](https://img.shields.io/github/license/fzhu2e/prysm-api.svg?color=blue)\n[![DOI](https://zenodo.org/badge/180254702.svg)](https://zenodo.org/badge/latestdoi/180254702)\n\n\n# prysm-api\nThe API for [PRoxY System Modeling (PRYSM)](https://github.com/sylvia-dee/PRYSM).\nCurrently, it supports PSMs listed below:\n\n+ Ice-core d18O\n+ Tree-ring width with [VSLite](https://github.com/suztolwinskiward/VSLiteR)\n+ Tree-ring cellulose\n+ Tree MXD\n+ Coral d18O and Sr/Ca\n+ Speleothem d18O\n+ Varve thickness\n\n## How to install\n\nSimply\n```bash\npip install prysm-api LMRt  # LMRt provides many useful functions necessary for prysm-api\n```\n\nTo use VS-Lite, in `R`\n```bash\ninstall.packages(\"devtools\")\ndevtools::install_github(\"fzhu2e/VSLiteR\")\n```\n\n\n## Usage examples\n\n+ Calling VS-Lite\n\n```python\nimport prysm\n\nres = prysm.forward(\n    'prysm.vslite',                 # psm name\n    lat_obs, lon_obs,               # lat/lon of the target location\n    lat, lon, time,                 # dimension variables of the environmentals\n    {                               # environmental variables:\n        'tas': tas,                 # surface air temperature in (time, lat, lon) [K]\n        'pr': pr,                   # precipitation rate in (time, lat, lon) [kg/m2/s]\n    },\n    T1=8, T2=23, M1=0.01, M2=0.05,  # PSM specific parameters\n)\n```\nHere `res` is a dictionary that includes the pseudoproxy values and the\ncorresponding timepoints, plus other output for diagnostics.\n\n+ Calling the PSM for ice core d18O\n\n```python\nimport prysm\n\nres = prysm.forward(\n    'prysm.ice.d18O',               # psm name\n    lat_obs, lon_obs,               # lat/lon of the target location\n    lat, lon, time,                 # dimension variables of the environmentals\n    {                               # environmental variables:\n        'tas': tas,                 # surface air temperature in (time, lat, lon) [K]\n        'pr': pr,                   # precipitation rate in (time, lat, lon) [kg/m2/s]\n        'psl': psl,                 # sea-level pressure in (time, lat, lon) [Pa]\n        'd18Opr': d18Opr,           # precipitation d18O in (time, lat, lon) [permil]\n    },\n)\n```\n\n## References\n\n+ Dee, S., J. Emile-Geay, M. N. Evans, A. Allam, E. J. Steig, and D. m. Thompson, 2015: PRYSM: An open-source framework for PRoxY System Modeling, with applications to oxygen-isotope systems. J. Adv. Model. Earth Syst., 7, 1220\u20131247, doi:10.1002/2015MS000447.\n+ Dee, S. G., N. J. Steiger, J. Emile-Geay, and G. J. Hakim, 2016: On the utility of proxy system models for estimating climate states over the common era. J. Adv. Model. Earth Syst., 8, 1164\u20131179, doi:10.1002/2016MS000677.\n+ Dee, S. G., L. A. Parsons, G. R. Loope, J. T. Overpeck, T. R. Ault, and J. Emile-Geay, 2017: Improved spectral comparisons of paleoclimate models and observations via proxy system modeling: Implications for multi-decadal variability. Earth and Planetary Science Letters, 476, 34\u201346, doi:10.1016/j.epsl.2017.07.036.\n+ Dee, S. G., J. M. Russell, C. Morrill, Z. Chen, and A. Neary, 2018: PRYSM v2.0: A Proxy System Model for Lacustrine Archives. Paleoceanography and Paleoclimatology, 33, 1250\u20131269, doi:10.1029/2018PA003413.\n\n\n## License\n\nMIT License (see the details [here](LICENSE))\n\n## How to cite\nIf you find this package useful and use it in your research, please cite it with DOI:\n[![DOI](https://zenodo.org/badge/180254702.svg)](https://zenodo.org/badge/latestdoi/180254702)\n\n... and welcome to Star and Fork!",
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