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The Python Package work for The Ground-based Remote Sensing Data Operation.

Project description

metgrs

The Python Package work for The Ground-based Remote Sensing Data Operation.

The Python Package mainly work for China Ground-based Remote Sensing Data Operation System.

But It will suit for the Europen or USA instruments in future.

Main features

  1. Read microwave radiometer, millimeter wave cloud radar, wind profile radar, lidar data
  2. Generate secondary products based on the above products
  3. Data visualization

开源代码地址: metgrs github

文档地址:metgrs document

pypi发布地址:metgrs pypi

安装

可以通过以下命令安装metgrs:

pip install metgrs

其他说明

环境管理与包安装

其中 mamba == conda 两者接口一致,但 mamba 比 conda 更快,建议使用 mamba 管理环境安装依赖可以从 https://conda-forge.org/miniforge/ 下载安装(建议使用 Miniforge)。

依赖库

metgrs以高内聚低耦合思想开发,主要在 python3.9 环境下开发,依赖于以下第三方库:

  • numpy
  • pandas
  • xarray
  • matplotlib
  • joblib
  • python-dateutil

可以通过以下命令创建环境并安装依赖:

mamba create -n metgrs python==3.9 numpy pandas xarray matplotlib joblib python-dateutil -c conda-forge -y

jupyter lab 运行环境安装

mamba create -n runtime python==3.12 jupyterlab==4.2.6  jupyterlab-lsp python-lsp-server jupyterlab-language-pack-zh-cn nb_conda -c conda-forge -y

开发环境安装

mamba create -n devmetgrs python==3.9 numpy xarray pandas geopandas scipy dask metpy matplotlib cartopy cnmaps sympy  nb_conda scikit-learn pytest pytest-cov pytest-xdist flake8 black pre-commit build twine -c conda-forge -y

特别说明

在国内使用清华源安装metgrs及依赖库时,可能会出现403错误,这是因为清华源的问题,切换到其他源即可。

镜像源汇总 https://help.mirrors.cernet.edu.cn/

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