A package for fetching meteorological modelled data fro MétéoFrance
Project description
MeteoFetch
MeteoFetch permet de récupérer les dernières prévisions modèles MétéoFrance Arome 0.025° et 0.01° sans clé d'API.
Les prévisions sont renvoyés sous forme de xarray.DataArray. Le package est en cours de développement.
Plus de précisions sur https://meteo.data.gouv.fr/.
Installation
pip install meteofetch
Usage
from meteofetch import Arome0025
datasets = Arome0025.get_latest_forecast(paquet='SP3')
datasets['ssr']
Par défaut, meteofetch sert à l'utilisateur toutes les variables contenues dans le paquet requêté.
Il est cependant conseillée de préciser les variables voulues pour limiter l'usage mémoire :
from meteofetch import Arome001
datasets = Arome001.get_latest_forecast(paquet='SP1', variables=('u10', 'v10'))
datasets['u10']
datasets = Arome001.get_latest_forecast(paquet='SP2', variables='sp')
datasets['t']
Nomenclature
Arome 0.01°
Résumé des champs contenus dans chaque paquet requêtable pour Arome 0.01° :
| Paquet | Champ | Description | Dimensions | Shape d'un run complet |
|---|---|---|---|---|
| SP1 | u10 | 10 metre U wind component | (time, latitude, longitude) | (52, 1791, 2801) |
| v10 | 10 metre V wind component | (time, latitude, longitude) | (52, 1791, 2801) | |
| t2m | 2 metre temperature | (time, latitude, longitude) | (52, 1791, 2801) | |
| r2 | 2 metre relative humidity | (time, latitude, longitude) | (52, 1791, 2801) | |
| efg10 | 10 metre eastward wind gust since previous post-processing | (time, latitude, longitude) | (51, 1791, 2801) | |
| nfg10 | 10 metre northward wind gust since previous post-processing | (time, latitude, longitude) | (51, 1791, 2801) | |
| SP2 | sp | Surface pressure | (time, latitude, longitude) | (52, 1791, 2801) |
| CAPE_INS | Convective Available Potential Energy instantaneous | (time, latitude, longitude) | (52, 1791, 2801) | |
| lcc | Low cloud cover | (time, latitude, longitude) | (51, 1791, 2801) | |
| mcc | Medium cloud cover | (time, latitude, longitude) | (51, 1791, 2801) | |
| hcc | High cloud cover | (time, latitude, longitude) | (51, 1791, 2801) | |
| tgrp | Graupel (snow pellets) precipitation | (time, latitude, longitude) | (51, 1791, 2801) | |
| tirf | Time integral of rain flux | (time, latitude, longitude) | (51, 1791, 2801) | |
| tsnowp | Total snow precipitation | (time, latitude, longitude) | (51, 1791, 2801) | |
| SP3 | h | Geometrical height | (latitude, longitude) | (1791, 2801) |
| HP1 | ws | Wind speed | (time, heightAboveGround, latitude, longitude) | (52, 2, 1791, 2801) |
| u | U component of wind | (time, heightAboveGround, latitude, longitude) | (52, 2, 1791, 2801) | |
| v | V component of wind | (time, heightAboveGround, latitude, longitude) | (52, 2, 1791, 2801) | |
| r | Relative humidity | (time, heightAboveGround, latitude, longitude) | (52, 4, 1791, 2801) | |
| u10 | 10 metre U wind component | (time, latitude, longitude) | (52, 1791, 2801) | |
| v10 | 10 metre V wind component | (time, latitude, longitude) | (52, 1791, 2801) | |
| si10 | 10 metre wind speed | (time, latitude, longitude) | (52, 1791, 2801) | |
| wdir10 | 10 metre wind direction | (time, latitude, longitude) | (52, 1791, 2801) | |
| wdir | Wind direction | (time, heightAboveGround, latitude, longitude) | (52, 3, 1791, 2801) | |
| u100 | 100 metre U wind component | (time, latitude, longitude) | (52, 1791, 2801) | |
| v100 | 100 metre V wind component | (time, latitude, longitude) | (52, 1791, 2801) | |
| si100 | 100 metre wind speed | (time, latitude, longitude) | (52, 1791, 2801) |
Arome 0.025°
Résumé des champs contenus dans chaque paquet requêtable pour Arome 0.025° :
| Paquet | Champ | Description | Dimensions | Shape d'un run complet |
|---|---|---|---|---|
| SP1 | fg10 | Maximum 10 metre wind gust since previous post-processing | (time, latitude, longitude) | (51, 717, 1121) |
| efg10 | 10 metre eastward wind gust since previous post-processing | (time, latitude, longitude) | (51, 717, 1121) | |
| nfg10 | 10 metre northward wind gust since previous post-processing | (time, latitude, longitude) | (51, 717, 1121) | |
| u10 | 10 metre U wind component | (time, latitude, longitude) | (52, 717, 1121) | |
| v10 | 10 metre V wind component | (time, latitude, longitude) | (52, 717, 1121) | |
| si10 | 10 metre wind speed | (time, latitude, longitude) | (52, 717, 1121) | |
| wdir10 | 10 metre wind direction | (time, latitude, longitude) | (52, 717, 1121) | |
| t2m | 2 metre temperature | (time, latitude, longitude) | (52, 717, 1121) | |
| r2 | 2 metre relative humidity | (time, latitude, longitude) | (52, 717, 1121) | |
| prmsl | Pressure reduced to MSL | (time, latitude, longitude) | (52, 717, 1121) | |
| ssrd | Surface short-wave (solar) radiation downwards | (time, latitude, longitude) | (51, 717, 1121) | |
| tp | Total Precipitation | (time, latitude, longitude) | (51, 717, 1121) | |
| tgrp | Graupel (snow pellets) precipitation | (time, latitude, longitude) | (51, 717, 1121) | |
| tsnowp | Total snow precipitation | (time, latitude, longitude) | (51, 717, 1121) | |
| SP2 | d2m | 2 metre dewpoint temperature | (time, latitude, longitude) | (52, 717, 1121) |
| sh2 | 2 metre specific humidity | (time, latitude, longitude) | (52, 717, 1121) | |
| mx2t | Maximum temperature at 2 metres since previous post-processing | (time, latitude, longitude) | (51, 717, 1121) | |
| mn2t | Minimum temperature at 2 metres since previous post-processing | (time, latitude, longitude) | (51, 717, 1121) | |
| t | Temperature | (time, latitude, longitude) | (52, 717, 1121) | |
| sp | Surface pressure | (time, latitude, longitude) | (52, 717, 1121) | |
| blh | Boundary layer height | (time, latitude, longitude) | (52, 717, 1121) | |
| h | Geometrical height | (latitude, longitude) | (717, 1121) | |
| lcc | Low cloud cover | (time, latitude, longitude) | (51, 717, 1121) | |
| mcc | Medium cloud cover | (time, latitude, longitude) | (51, 717, 1121) | |
| hcc | High cloud cover | (time, latitude, longitude) | (51, 717, 1121) | |
| tirf | Time integral of rain flux | (time, latitude, longitude) | (51, 717, 1121) | |
| CAPE_INS | Convective Available Potential Energy instantaneous | (time, latitude, longitude) | (52, 717, 1121) | |
| SP3 | sshf | Time-integrated surface sensible heat net flux | (time, latitude, longitude) | (51, 717, 1121) |
| slhf | Time-integrated surface latent heat net flux | (time, latitude, longitude) | (51, 717, 1121) | |
| strd | Surface long-wave (thermal) radiation downwards | (time, latitude, longitude) | (51, 717, 1121) | |
| ssr | Surface net short-wave (solar) radiation | (time, latitude, longitude) | (51, 717, 1121) | |
| str | Surface net long-wave (thermal) radiation | (time, latitude, longitude) | (51, 717, 1121) | |
| ssrc | Surface net short-wave (solar) radiation, clear sky | (time, latitude, longitude) | (51, 717, 1121) | |
| strc | Surface net long-wave (thermal) radiation, clear sky | (time, latitude, longitude) | (51, 717, 1121) | |
| iews | Instantaneous eastward turbulent surface stress | (time, latitude, longitude) | (51, 717, 1121) | |
| inss | Instantaneous northward turbulent surface stress | (time, latitude, longitude) | (51, 717, 1121) | |
| IP1 | z | Geopotential | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) |
| t | Temperature | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| u | U component of wind | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| v | V component of wind | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| r | Relative humidity | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| IP2 | crwc | Specific rain water content | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) |
| cswc | Specific snow water content | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| clwc | Specific cloud liquid water content | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| ciwc | Specific cloud ice water content | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| cc | Fraction of cloud cover | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| IP3 | ws | Wind speed | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) |
| pv | Potential vorticity | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| q | Specific humidity | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| w | Vertical velocity | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| dpt | Dew point temperature | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| wdir | Wind direction | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| wz | Geometric vertical velocity | (time, isobaricInhPa, latitude, longitude) | (52, 24, 717, 1121) | |
| IP4 | tke | Turbulent kinetic energy | (time, isobaricInhPa, latitude, longitude) | (51, 24, 717, 1121) |
| IP5 | vo | Vorticity (relative) | (time, isobaricInhPa, latitude, longitude) | (52, 5, 717, 1121) |
| absv | Absolute vorticity | (time, isobaricInhPa, latitude, longitude) | (52, 5, 717, 1121) | |
| papt | Pseudo-adiabatic potential temperature | (time, isobaricInhPa, latitude, longitude) | (52, 20, 717, 1121) | |
| z | Geopotential | (time, potentialVorticity, latitude, longitude) | (52, 2, 717, 1121) | |
| u | U component of wind | (time, potentialVorticity, latitude, longitude) | (52, 2, 717, 1121) | |
| v | V component of wind | (time, potentialVorticity, latitude, longitude) | (52, 2, 717, 1121) | |
| HP1 | ws | Wind speed | (time, heightAboveGround, latitude, longitude) | (52, 22, 717, 1121) |
| u | U component of wind | (time, heightAboveGround, latitude, longitude) | (52, 22, 717, 1121) | |
| v | V component of wind | (time, heightAboveGround, latitude, longitude) | (52, 22, 717, 1121) | |
| pres | Pressure | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| t | Temperature | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| r | Relative humidity | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| u10 | 10 metre U wind component | (time, latitude, longitude) | (52, 717, 1121) | |
| v10 | 10 metre V wind component | (time, latitude, longitude) | (52, 717, 1121) | |
| si10 | 10 metre wind speed | (time, latitude, longitude) | (52, 717, 1121) | |
| wdir10 | 10 metre wind direction | (time, latitude, longitude) | (52, 717, 1121) | |
| wdir | Wind direction | (time, heightAboveGround, latitude, longitude) | (52, 24, 717, 1121) | |
| u200 | 200 metre U wind component | (time, latitude, longitude) | (52, 717, 1121) | |
| v200 | 200 metre V wind component | (time, latitude, longitude) | (52, 717, 1121) | |
| si200 | 200 metre wind speed | (time, latitude, longitude) | (52, 717, 1121) | |
| u100 | 100 metre U wind component | (time, latitude, longitude) | (52, 717, 1121) | |
| v100 | 100 metre V wind component | (time, latitude, longitude) | (52, 717, 1121) | |
| si100 | 100 metre wind speed | (time, latitude, longitude) | (52, 717, 1121) | |
| HP2 | crwc | Specific rain water content | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) |
| cswc | Specific snow water content | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| z | Geopotential | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| q | Specific humidity | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| clwc | Specific cloud liquid water content | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| ciwc | Specific cloud ice water content | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| cc | Fraction of cloud cover | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| dpt | Dew point temperature | (time, heightAboveGround, latitude, longitude) | (52, 25, 717, 1121) | |
| tke | Turbulent kinetic energy | (time, heightAboveGround, latitude, longitude) | (51, 25, 717, 1121) |
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