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irradpy: Python package for MERRA-2 download, extraction and usage for clear-sky irradiance modelling

机译:irradpy:用于MERRA-2下载,提取和用于晴空辐照度建模的Python软件包

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摘要

Clear-sky irradiance modelling requires many input variables to access the best available methodologies in literature. It is the authors' experience that there are unnecessary computational barriers to obtaining and using the data needed for worldwide clear-sky modelling. For this reason, we present a data article introducing a new Python package called irradpy that, in this first release, (i) downloads the specific variables required for worldwide clear-sky irradiance modelling from the MERRA-2 reanalysis database and reorganises them for optimised usage, (ii) provides two functions for the world leading global horizontal irradiance clear-sky models (MAC2 and REST2v5) to make use of the downloaded MERRA-2 reanalysis database, (iii) provides an example script showing how it works and can be used.The package is available through the Python Package Index (PyPi) and can also be found in the GitHub repository at https://github.com/BXYMartin/Python-irradpy.
机译:晴空照度建模需要许多输入变量才能访问文献中可用的最佳方法。作者的经验是,获取和使用全球晴空建模所需的数据没有不必要的计算障碍。因此,我们提供一份数据文章,介绍一个名为irradpy的新Python软件包,该软件包在第一个发行版中(i)从MERRA-2重新分析数据库中下载了全球晴空辐照度建模所需的特定变量,并对它们进行重组以进行优化(ii)为世界领先的全球水平辐照度晴空模型(MAC2和REST2v5)提供两个功能,以利用下载的MERRA-2重新分析数据库,(iii)提供示例脚本,说明其工作方式和适用性。该软件包可通过Python软件包索引(PyPi)获得,也可以在GitHub存储库中找到,网址为https://github.com/BXYMartin/Python-irradpy。

著录项

  • 来源
    《Solar Energy》 |2020年第3期|685-693|共9页
  • 作者

  • 作者单位

    Natl Univ Singapore Solar Energy Res Inst Singapore Singapore 117574 Singapore;

    Beihang Univ Sch Comp Sci & Engn Beijing Peoples R China;

    Beihang Univ Sch Math Sci Beijing Peoples R China;

    Beihang Univ Lab Math Informat & Behav Beijing Peoples R China|Beihang Univ Sch Math Sci Beijing Peoples R China;

    Syene Clean Energy Hong Kong Peoples R China;

    Beihang Univ Lab Math Informat & Behav Beijing Peoples R China|Beihang Univ Sch Math Sci Beijing Peoples R China|Beihang Univ Sch Microelect Beijing Peoples R China|Beihang Univ Beijing Adv Innovat Ctr Big Data & Brain Comp Beijing Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    MERRA-2; Reanalysis; Clear-sky irradiance; Data article; Python; REST2; irradpy;

    机译:MERRA-2;重新分析;晴朗的天空数据文章;蟒蛇;REST2;激怒;

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