A Python library for extracting and processing air quality model data from AELMO NetCDF files
Project description
CMAQ Tools
一个用于从 AELMO NetCDF 文件中提取和处理空气质量模型数据的 Python 库。
安装
pip install git+https://github.com/zusiven/cmaq_tools.git
使用方法
from cmaq_tools import AelmoExtractor
from pathlib import Path
# 初始化提取器
extractor = AelmoExtractor(
aelmo_path=Path("path/to/CCTM_AELMO_d01.nc"),
cro2d_path=Path("path/to/GRIDCRO2D_d01.nc")
)
# 提取所有数据
df = extractor.extract_data()
print(df)
# 根据经纬度提取特定位置的数据
df_point = extractor.extract_data_by_lonlat(lon=114.0, lat=38.0)
print(df_point)
支持的污染物
- O3 (臭氧)
- PM2.5 (细颗粒物)
- PM10 (可吸入颗粒物)
- NO2 (二氧化氮)
- CO (一氧化碳)
- NO (一氧化氮)
- SO2 (二氧化硫)
依赖
- polars
- xarray
- netcdf4
- pyproj
- wztools
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