Package python pour récupérer les données modélisées de prévision de MétéoFrance et de l'ECMWF

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License
- OSI Approved :: MIT License
Operating System
- OS Independent
Programming Language
- Python :: 3

Project description

MeteoFetch permet de récupérer les dernières prévisions modèles MétéoFrance Arome (0.025°, 0.01°, et les cinq domaines Outre-Mer) et Arpege (0.25° et 0.1°) sans clé d'API. Les prévisions sont renvoyés sous forme de xarray.DataArray qui respectent le standard CF (Climate and Forecast).

Plus de précisions sur https://meteo.data.gouv.fr.

La méthode cfgrib.open_datasets est actuellement un bottleneck, plus que le temps de téléchargement des fichiers grib, je vais réfléchir à comment contourner ce problème.

Installation

Le package est disponible sur Pypi :

pip install meteofetch

Le package est également disponible sur conda-forge :

conda install -c conda-forge meteofetch
# Ou :
mamba 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['sp']

Vous pouvez ensuite utiliser les méthodes usuelles proposées par xarray pour traiter les DataArray :

import xarray as xr
import matplotlib.pyplot as plt
from meteofetch import Arpege01

dim = "points"
coords = ["Paris", "Edimbourg"]
x = xr.DataArray([2.33, -3.18], dims=dim)
y = xr.DataArray([48.9, 55.95], dims=dim)

datasets = Arpege01.get_latest_forecast(paquet="SP1", variables="t2m")

plt.figure(figsize=(8, 3))
datasets["t2m"].sel(lon=x, lat=y, method="nearest").assign_coords(
    {dim: coords}
).plot.line(x="time")

output_code_1

Ou encore :

from meteofetch import Arome001

datasets = Arome001.get_latest_forecast(paquet='SP3', variables='h')

datasets['h'].plot(cmap='Spectral_r', vmin=0, vmax=3000)

output_code_2

Les domaines Outre-Mer sont également disponibles :

from meteofetch import (
    AromeOutreMerAntilles,
    AromeOutreMerGuyane,
    AromeOutreMerIndien,
    AromeOutreMerNouvelleCaledonie,
    AromeOutreMerPolynesie,
)

datasets = AromeOutreMerIndien.get_latest_forecast(paquet="SP1")
datasets["t2m"].mean(dim="time").plot(cmap="Spectral_r")

output_code_3

Nomenclature

ECMWF

Résumé des champs requêtables pour les prévisions globe de l'ECMWF :

Champ	Description	Unités	Dimensions	Shape dun run complet
tcw	Total column water	kg m**-2	(time, latitude, longitude)	(85, 721, 1440)
tcwv	Total column vertically-integrated water vapour	kg m**-2	(time, latitude, longitude)	(85, 721, 1440)
fg10	Maximum 10 metre wind gust since previous post-processing	m s**-1	(time, latitude, longitude)	(67, 721, 1440)
u10	10 metre U wind component	m s**-1	(time, latitude, longitude)	(85, 721, 1440)
v10	10 metre V wind component	m s**-1	(time, latitude, longitude)	(85, 721, 1440)
t2m	2 metre temperature	K	(time, latitude, longitude)	(85, 721, 1440)
d2m	2 metre dewpoint temperature	K	(time, latitude, longitude)	(85, 721, 1440)
mx2t3	Maximum temperature at 2 metres in the last 3 hours	K	(time, latitude, longitude)	(49, 721, 1440)
mn2t3	Minimum temperature at 2 metres in the last 3 hours	K	(time, latitude, longitude)	(49, 721, 1440)
u100	100 metre U wind component	m s**-1	(time, latitude, longitude)	(85, 721, 1440)
v100	100 metre V wind component	m s**-1	(time, latitude, longitude)	(85, 721, 1440)
t	Temperature	K	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
u	U component of wind	m s**-1	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
v	V component of wind	m s**-1	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
q	Specific humidity	kg kg**-1	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
w	Vertical velocity	Pa s**-1	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
vo	Vorticity (relative)	s**-1	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
d	Divergence	s**-1	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
gh	Geopotential height	gpm	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
r	Relative humidity	%	(time, isobaricInhPa, latitude, longitude)	(85, 13, 721, 1440)
msl	Mean sea level pressure	Pa	(time, latitude, longitude)	(85, 721, 1440)
mucape	Most-unstable CAPE	J kg**-1	(time, latitude, longitude)	(85, 721, 1440)
ttr	Top net long-wave (thermal) radiation	J m**-2	(time, latitude, longitude)	(85, 721, 1440)
vsw	Volumetric soil moisture	m3 m-3	(time, soilLayer, latitude, longitude)	(85, 4, 721, 1440)
sot	Soil temperature	K	(time, soilLayer, latitude, longitude)	(85, 4, 721, 1440)
asn	Snow albedo	(0 - 1)	(time, latitude, longitude)	(85, 721, 1440)
z	Geopotential	m2 s-2	(time, latitude, longitude)	(1, 721, 1440)
sp	Surface pressure	Pa	(time, latitude, longitude)	(85, 721, 1440)
sdor	Standard deviation of sub-gridscale orography	m	(time, latitude, longitude)	(1, 721, 1440)
slor	Slope of sub-gridscale orography	Numeric	(time, latitude, longitude)	(1, 721, 1440)
ssrd	Surface short-wave (solar) radiation downwards	J m**-2	(time, latitude, longitude)	(85, 721, 1440)
lsm	Land-sea mask	(0 - 1)	(time, latitude, longitude)	(85, 721, 1440)
strd	Surface long-wave (thermal) radiation downwards	J m**-2	(time, latitude, longitude)	(85, 721, 1440)
ssr	Surface net short-wave (solar) radiation	J m**-2	(time, latitude, longitude)	(85, 721, 1440)
str	Surface net long-wave (thermal) radiation	J m**-2	(time, latitude, longitude)	(85, 721, 1440)
ewss	Time-integrated eastward turbulent surface stress	N m**-2 s	(time, latitude, longitude)	(85, 721, 1440)
nsss	Time-integrated northward turbulent surface stress	N m**-2 s	(time, latitude, longitude)	(85, 721, 1440)
ro	Runoff	m	(time, latitude, longitude)	(85, 721, 1440)
tp	Total precipitation	m	(time, latitude, longitude)	(85, 721, 1440)
skt	Skin temperature	K	(time, latitude, longitude)	(85, 721, 1440)
ptype	Precipitation type	(Code table 4.201)	(time, latitude, longitude)	(85, 721, 1440)
tprate	Total precipitation rate	kg m-2 s-1	(time, latitude, longitude)	(85, 721, 1440)
sithick	Sea ice thickness	m	(time, latitude, longitude)	(85, 721, 1440)
zos	Sea surface height	m	(time, latitude, longitude)	(85, 721, 1440)
svn	Northward surface sea water velocity	m s**-1	(time, latitude, longitude)	(85, 721, 1440)
sve	Eastward surface sea water velocity	m s**-1	(time, latitude, longitude)	(85, 721, 1440)
fg310	Maximum 10 metre wind gust in the last 3 hours	m s**-1	(time, latitude, longitude)	(18, 721, 1440)
mx2t6	Maximum temperature at 2 metres in the last 6 hours	K	(time, latitude, longitude)	(36, 721, 1440)
mn2t6	Minimum temperature at 2 metres in the last 6 hours	K	(time, latitude, longitude)	(36, 721, 1440)

MétéoFrance

Arpege 0.25° est un modèle couvrant le globe, alors que les trois autres (Arpege 0.1°, Arome 0.025° et Arome 0.01°) sont à aires limitées. Arpege 0.1° couvre l'Europe, tandis que les deux modèles Arome couvrent la France, mais avec des résolutions différentes.

Arome001

Résumé des champs contenus dans chaque paquet requêtable pour Arome001 :

Paquet	Champ	Description	Dimensions	Shape dun 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)

Arome0025

Résumé des champs contenus dans chaque paquet requêtable pour Arome0025 :

Paquet	Champ	Description	Dimensions	Shape dun 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)

Arpege01

Résumé des champs contenus dans chaque paquet requêtable pour Arpege01 :

Paquet	Champ	Description	Dimensions	Shape dun run complet
SP1	fg10	Maximum 10 metre wind gust since previous post-processing	(time, latitude, longitude)	(102, 521, 741)
	efg10	10 metre eastward wind gust since previous post-processing	(time, latitude, longitude)	(102, 521, 741)
	nfg10	10 metre northward wind gust since previous post-processing	(time, latitude, longitude)	(102, 521, 741)
	u10	10 metre U wind component	(time, latitude, longitude)	(103, 521, 741)
	v10	10 metre V wind component	(time, latitude, longitude)	(103, 521, 741)
	si10	10 metre wind speed	(time, latitude, longitude)	(103, 521, 741)
	wdir10	10 metre wind direction	(time, latitude, longitude)	(103, 521, 741)
	t2m	2 metre temperature	(time, latitude, longitude)	(103, 521, 741)
	r2	2 metre relative humidity	(time, latitude, longitude)	(103, 521, 741)
	prmsl	Pressure reduced to MSL	(time, latitude, longitude)	(103, 521, 741)
	ssrd	Surface short-wave (solar) radiation downwards	(time, latitude, longitude)	(102, 521, 741)
	tp	Total Precipitation	(time, latitude, longitude)	(102, 521, 741)
	tsnowp	Total snow precipitation	(time, latitude, longitude)	(102, 521, 741)
SP2	d2m	2 metre dewpoint temperature	(time, latitude, longitude)	(103, 521, 741)
	sh2	2 metre specific humidity	(time, latitude, longitude)	(67, 521, 741)
	mx2t	Maximum temperature at 2 metres since previous post-processing	(time, latitude, longitude)	(34, 521, 741)
	mn2t	Minimum temperature at 2 metres since previous post-processing	(time, latitude, longitude)	(34, 521, 741)
	t	Temperature	(time, latitude, longitude)	(67, 521, 741)
	sp	Surface pressure	(time, latitude, longitude)	(67, 521, 741)
	blh	Boundary layer height	(time, latitude, longitude)	(67, 521, 741)
	lcc	Low cloud cover	(time, latitude, longitude)	(103, 521, 741)
	mcc	Medium cloud cover	(time, latitude, longitude)	(103, 521, 741)
	hcc	High cloud cover	(time, latitude, longitude)	(103, 521, 741)
	sshf	Time-integrated surface sensible heat net flux	(time, latitude, longitude)	(66, 521, 741)
	slhf	Time-integrated surface latent heat net flux	(time, latitude, longitude)	(66, 521, 741)
	strd	Surface long-wave (thermal) radiation downwards	(time, latitude, longitude)	(102, 521, 741)
	ssr	Surface net short-wave (solar) radiation	(time, latitude, longitude)	(66, 521, 741)
	str	Surface net long-wave (thermal) radiation	(time, latitude, longitude)	(66, 521, 741)
	ssrc	Surface net short-wave (solar) radiation, clear sky	(time, latitude, longitude)	(66, 521, 741)
	strc	Surface net long-wave (thermal) radiation, clear sky	(time, latitude, longitude)	(66, 521, 741)
	iews	Instantaneous eastward turbulent surface stress	(time, latitude, longitude)	(66, 521, 741)
	inss	Instantaneous northward turbulent surface stress	(time, latitude, longitude)	(66, 521, 741)
	h	Geometrical height	(latitude, longitude)	(521, 741)
	CAPE_INS	Convective Available Potential Energy instantaneous	(time, latitude, longitude)	(67, 521, 741)
IP1	z	Geopotential	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	t	Temperature	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	u	U component of wind	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	v	V component of wind	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	r	Relative humidity	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
IP2	ws	Wind speed	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	q	Specific humidity	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	w	Vertical velocity	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	dpt	Dew point temperature	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	wdir	Wind direction	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
IP3	clwc	Specific cloud liquid water content	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	ciwc	Specific cloud ice water content	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	cc	Fraction of cloud cover	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	tke	Turbulent kinetic energy	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
IP4	pv	Potential vorticity	(time, isobaricInhPa, latitude, longitude)	(67, 24, 521, 741)
	vo	Vorticity (relative)	(time, isobaricInhPa, latitude, longitude)	(67, 4, 521, 741)
	absv	Absolute vorticity	(time, isobaricInhPa, latitude, longitude)	(67, 4, 521, 741)
	papt	Pseudo-adiabatic potential temperature	(time, isobaricInhPa, latitude, longitude)	(67, 20, 521, 741)
	z	Geopotential	(time, potentialVorticity, latitude, longitude)	(67, 2, 521, 741)
	u	U component of wind	(time, potentialVorticity, latitude, longitude)	(67, 2, 521, 741)
	v	V component of wind	(time, potentialVorticity, latitude, longitude)	(67, 2, 521, 741)
HP1	ws	Wind speed	(time, heightAboveGround, latitude, longitude)	(103, 22, 521, 741)
	u	U component of wind	(time, heightAboveGround, latitude, longitude)	(103, 22, 521, 741)
	v	V component of wind	(time, heightAboveGround, latitude, longitude)	(103, 22, 521, 741)
	pres	Pressure	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)
	t	Temperature	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)
	r	Relative humidity	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)
	wdir	Wind direction	(time, heightAboveGround, latitude, longitude)	(103, 24, 521, 741)
	u200	200 metre U wind component	(time, latitude, longitude)	(67, 521, 741)
	v200	200 metre V wind component	(time, latitude, longitude)	(67, 521, 741)
	si200	200 metre wind speed	(time, latitude, longitude)	(67, 521, 741)
	u100	100 metre U wind component	(time, latitude, longitude)	(103, 521, 741)
	v100	100 metre V wind component	(time, latitude, longitude)	(103, 521, 741)
	si100	100 metre wind speed	(time, latitude, longitude)	(103, 521, 741)
HP2	z	Geopotential	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)
	q	Specific humidity	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)
	clwc	Specific cloud liquid water content	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)
	ciwc	Specific cloud ice water content	(time, heightAboveGround, latitude, longitude)	(49, 24, 521, 741)
	cc	Fraction of cloud cover	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)
	dpt	Dew point temperature	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)
	tke	Turbulent kinetic energy	(time, heightAboveGround, latitude, longitude)	(67, 24, 521, 741)

Arpege025

Résumé des champs contenus dans chaque paquet requêtable pour Arpege025 :

Paquet	Champ	Description	Dimensions	Shape dun run complet
SP1	fg10	Maximum 10 metre wind gust since previous post-processing	(time, latitude, longitude)	(33, 721, 1440)
	efg10	10 metre eastward wind gust since previous post-processing	(time, latitude, longitude)	(33, 721, 1440)
	nfg10	10 metre northward wind gust since previous post-processing	(time, latitude, longitude)	(33, 721, 1440)
	u10	10 metre U wind component	(time, latitude, longitude)	(34, 721, 1440)
	v10	10 metre V wind component	(time, latitude, longitude)	(34, 721, 1440)
	si10	10 metre wind speed	(time, latitude, longitude)	(34, 721, 1440)
	wdir10	10 metre wind direction	(time, latitude, longitude)	(34, 721, 1440)
	t2m	2 metre temperature	(time, latitude, longitude)	(34, 721, 1440)
	r2	2 metre relative humidity	(time, latitude, longitude)	(34, 721, 1440)
	prmsl	Pressure reduced to MSL	(time, latitude, longitude)	(34, 721, 1440)
	ssrd	Surface short-wave (solar) radiation downwards	(time, latitude, longitude)	(33, 721, 1440)
	tp	Total Precipitation	(time, latitude, longitude)	(33, 721, 1440)
	tsnowp	Total snow precipitation	(time, latitude, longitude)	(33, 721, 1440)
SP2	d2m	2 metre dewpoint temperature	(time, latitude, longitude)	(34, 721, 1440)
	sh2	2 metre specific humidity	(time, latitude, longitude)	(34, 721, 1440)
	mx2t	Maximum temperature at 2 metres since previous post-processing	(time, latitude, longitude)	(33, 721, 1440)
	mn2t	Minimum temperature at 2 metres since previous post-processing	(time, latitude, longitude)	(33, 721, 1440)
	t	Temperature	(time, latitude, longitude)	(34, 721, 1440)
	sp	Surface pressure	(time, latitude, longitude)	(34, 721, 1440)
	blh	Boundary layer height	(time, latitude, longitude)	(34, 721, 1440)
	lcc	Low cloud cover	(time, latitude, longitude)	(34, 721, 1440)
	mcc	Medium cloud cover	(time, latitude, longitude)	(34, 721, 1440)
	hcc	High cloud cover	(time, latitude, longitude)	(34, 721, 1440)
	sshf	Time-integrated surface sensible heat net flux	(time, latitude, longitude)	(33, 721, 1440)
	slhf	Time-integrated surface latent heat net flux	(time, latitude, longitude)	(33, 721, 1440)
	strd	Surface long-wave (thermal) radiation downwards	(time, latitude, longitude)	(33, 721, 1440)
	ssr	Surface net short-wave (solar) radiation	(time, latitude, longitude)	(33, 721, 1440)
	str	Surface net long-wave (thermal) radiation	(time, latitude, longitude)	(33, 721, 1440)
	iews	Instantaneous eastward turbulent surface stress	(time, latitude, longitude)	(33, 721, 1440)
	inss	Instantaneous northward turbulent surface stress	(time, latitude, longitude)	(33, 721, 1440)
	h	Geometrical height	(latitude, longitude)	(721, 1440)
	CAPE_INS	Convective Available Potential Energy instantaneous	(time, latitude, longitude)	(34, 721, 1440)
IP1	z	Geopotential	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
	t	Temperature	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
	u	U component of wind	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
	v	V component of wind	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
	r	Relative humidity	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
IP2	ws	Wind speed	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
	q	Specific humidity	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
	w	Vertical velocity	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
	dpt	Dew point temperature	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
	wdir	Wind direction	(time, isobaricInhPa, latitude, longitude)	(34, 34, 721, 1440)
IP3	clwc	Specific cloud liquid water content	(time, isobaricInhPa, latitude, longitude)	(34, 24, 721, 1440)
	ciwc	Specific cloud ice water content	(time, isobaricInhPa, latitude, longitude)	(34, 24, 721, 1440)
	cc	Fraction of cloud cover	(time, isobaricInhPa, latitude, longitude)	(34, 24, 721, 1440)
	tke	Turbulent kinetic energy	(time, isobaricInhPa, latitude, longitude)	(34, 24, 721, 1440)
IP4	pv	Potential vorticity	(time, isobaricInhPa, latitude, longitude)	(34, 26, 721, 1440)
	vo	Vorticity (relative)	(time, isobaricInhPa, latitude, longitude)	(34, 26, 721, 1440)
	absv	Absolute vorticity	(time, isobaricInhPa, latitude, longitude)	(34, 26, 721, 1440)
	papt	Pseudo-adiabatic potential temperature	(time, isobaricInhPa, latitude, longitude)	(34, 20, 721, 1440)
	z	Geopotential	(time, potentialVorticity, latitude, longitude)	(34, 3, 721, 1440)
	u	U component of wind	(time, potentialVorticity, latitude, longitude)	(34, 3, 721, 1440)
	v	V component of wind	(time, potentialVorticity, latitude, longitude)	(34, 3, 721, 1440)
HP1	ws	Wind speed	(time, heightAboveGround, latitude, longitude)	(34, 22, 721, 1440)
	u	U component of wind	(time, heightAboveGround, latitude, longitude)	(34, 22, 721, 1440)
	v	V component of wind	(time, heightAboveGround, latitude, longitude)	(34, 22, 721, 1440)
	pres	Pressure	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	t	Temperature	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	r	Relative humidity	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	wdir	Wind direction	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	u200	200 metre U wind component	(time, latitude, longitude)	(34, 721, 1440)
	v200	200 metre V wind component	(time, latitude, longitude)	(34, 721, 1440)
	si200	200 metre wind speed	(time, latitude, longitude)	(34, 721, 1440)
	u100	100 metre U wind component	(time, latitude, longitude)	(34, 721, 1440)
	v100	100 metre V wind component	(time, latitude, longitude)	(34, 721, 1440)
	si100	100 metre wind speed	(time, latitude, longitude)	(34, 721, 1440)
HP2	z	Geopotential	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	q	Specific humidity	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	clwc	Specific cloud liquid water content	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	ciwc	Specific cloud ice water content	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	cc	Fraction of cloud cover	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	dpt	Dew point temperature	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)
	tke	Turbulent kinetic energy	(time, heightAboveGround, latitude, longitude)	(34, 24, 721, 1440)

Project details

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License
- OSI Approved :: MIT License
Operating System
- OS Independent
Programming Language
- Python :: 3

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0.5.8

May 19, 2026

0.5.7

May 18, 2026

0.5.6

Oct 22, 2025

0.5.5

Aug 26, 2025

0.5.4

May 13, 2025

0.5.3

Apr 26, 2025

0.5.2

Apr 24, 2025

0.5.1

Apr 20, 2025

0.5

Apr 15, 2025

This version

0.4.1

Apr 9, 2025

0.4

Apr 8, 2025

0.3.1

Mar 31, 2025

0.3.0

Mar 30, 2025

0.2.7

Feb 4, 2025

0.2.6

Feb 4, 2025

0.2.5

Feb 3, 2025

0.2.4

Feb 1, 2025

0.2.3

Jan 29, 2025

0.2.2

Jan 28, 2025

0.2.1

Jan 27, 2025

0.2

Jan 27, 2025

0.1.0

Jan 26, 2025

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meteofetch 0.4.1

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ECMWF

MétéoFrance

Arome001

Arome0025

Arpege01

Arpege025

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