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☀️ Awesome Meteo ☔

Mentioned in Awesome Meteo

Meteo is even more awesome, so we made this list to curate meteo related resources including open-source data, package softwares, documents and so on. Pull requests are always welcomed.

🚧 🚧 🚧 🚀🚀🚀 In Construction 🚀🚀🚀 🚧 🚧 🚧

📚 Table of Content

📕 Data

📎 Forecast Data ⛅

📌 Global Numerical Prediction Model

  • ecmwfECMWF - A subset of ECMWF real-time forecast data with 0.4 degree resolution are made available to the public free of charge. The data includes deterministic forecasts(oper), ensemble forecasts(enfo), wave deterministic forecasts(wave) and wave ensemble forecasts(waef) .

    • httpECMWF Data Store - https://data.ecmwf.int/forecasts/{{batch_date:%Y%m%d}}/{{batch_date:%H}}z/0p4-beta/{{product}}/{{batch_date:%Y%m%d%H}}0000-{{step}}h-{{product}}-{{datatype}}.grib2
    • awsaws s3 - s3://ecmwf-forecasts/{{batch_date:%Y%m%d}}/{{batch_date:%H}}z/0p4-beta/{{product}}/{{batch_date:%Y%m%d%H}}0000-{{step}}h-{{product}}-{{datatype}}.grib2 (from 2023-01-18 to now)
  • noaaNOAA - The data includes deterministic forecasts(gfs), ensemble forecasts(gefs) and wave forecasts(gfswave).

    • httpnomads - https://nomads.ncep.noaa.gov/pub/data/nccf/com/gfs/prod/gfs.{{batch_date:%Y%m%d}}/{{batch_date:%H}}/atmos/gfs.t{{step}}z.pgrb2.0p25.f{{step:03}}
    • awsaws s3 - s3://noaa-gfs-bdp-pds/gfs.{{batch_date:%Y%m%d}}/{{batch_date:%H}}/gfs.t{{batch_date:%H}}z.pgrb2.0p25.f{{step:03}} (from 2021-02-26 to now)
    • ftpftp - ftp://ftp.ncep.noaa.gov/pub/data/nccf/com/gfs/prod/
  • DWD

    • TODO

📎 Observation Data 📡

📌 Station Oberservation

  • TODO

📌 Reanalysis

📗 Packages & Softwares

📎 Data IO

📌 GRIB

  • ceccodes - A package developed by ECMWF which provides an application programming interface for decoding and encoding messages in GRIB 1/2 and BUFR 3/4 format.
  • pythonpygrib - A high-level wrapped interface to the eccodes library for reading GRIB files.

📌 netCDF

  • cnetcdf-c - The C interfaces for the Unidata network Common Data Form (netCDF), which is a self-describing, network-transparent, directly accessible, and extendible data format.

  • pythibnetcdf4-python - Python/numpy interface to the netCDF C library.

📙 Algorithm

📘 Documents

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