towards arome status and plans of the aladin-2 projects: alaro, · 2008. 11. 14. · aim: to...

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Towards AROME Status and plans of the ALADIN-2 projects: ALARO, AROME, INTERFACES + a few words on maintenance The high-level strategy Maintenance & operations Local assimilation Coordinated physics with INTERFACES The ALARO transition project Status of AROME

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Page 1: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Towards AROMEStatus and plans of the ALADIN-2 projects: ALARO, AROME,

INTERFACES+ a few words on maintenance

● The high-level strategy● Maintenance & operations● Local assimilation● Coordinated physics with INTERFACES● The ALARO transition project● Status of AROME

Page 2: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

The strategy

● A necessary modernization to retain our forecast competitivity

● New opportunities for science & NWP applications● Forecast improvement requires regular upgrades of

computers & telecoms● Requires change of habits, and more complex

coordination● The ALADIN-2 spirit: to go from a unique ALADIN

model framework to a multiple-model system, so that all centres can tune their system according to their resources.

Page 3: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

The spirit

● Continue the joint maintenance & the scientific network. Expand to accomodate HIRLAM and benefit from their workforce.

● Simultaneous work on ARPEGE/ALADIN, ALARO, AROME

● Coordination is kept by the use of common software (e.g. data assimilation) and a modular approach where software cannot be common (e.g. physics)

Page 4: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Evolution of available NWP systems

ARPEGE-23km 10km

ALADIN-10km

ALADIN+ assimilation 10km

Production AROME-2,5km

2005

2008 2010

Prototype AROME

2004

Nowcasting analyses

ALARO

Page 5: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Maintenance aspects● no unusual increase in manpower requirements lately despite growing

software complexity:– MesoNH/Arome physics (using common validation & versioning

constraints)– data assimilation / Observation Database

● joint IFS cycles : now every 9 months● thanks to the partners for their participation in the ‘phasing’ efforts =

the crux of ALADIN cooperation● ALADIN cycles now include working AROME (and SURFEX)

software● significant evolution in 2005/2006:

– maintenance workshop in Budapest, Nov 2005– ALARO physics: new SURFEX surface modelling software and

INTERFACES code structure– HIRLAM: setup of joint IFS/ALADIN/HIRLAM maintenance, with

HIRLAM staff contribution on maintenance (to be defined)

Page 6: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Operational aspects● ARPEGE new physics & resolution will imply more coupling fields

(e.g. prognostic clouds), but most are not mandatory

● SURFEX: externalisation of common ALARO/AROME surface physics – big internal software change with some impact on operational aspects

● we can avoid forcing unwanted operational changes, but only if there is local effort to upgrade local versions and to optimize coupling file strategy

● work to make AROME user-friendly for remote operations is ongoing: we aim to ensure a painless switchability between ALADIN,ALARO,AROME (apart from the computer cost)

Page 7: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Updated on 20050701

Training : 15,03%

Development : 53,14%

Validation : 7,97%

Maintenance : 17,59%

Operational work : 1,96%Administrative/networking : 3,28%

Tution : 1,02%

Breakdown of the ALADIN work of Toulouse "stagiaires" by type

since July 1996

Page 8: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Updated on 20050701

BU

LGA

RIA

PO

RT

UG

AL

PO

LAN

D

TU

NIS

IA

SLO

VE

NIA

MO

RO

CC

O

RO

MA

NIA

CR

OA

TIA

AU

ST

RIA

SLO

VA

KIA

CZ

EC

H R

EP

BE

LGIU

M

HU

NG

AR

Y

FR

AN

CE

TO

TA

L

0,00%

10,00%

20,00%

30,00%

40,00%

50,00%

60,00%

70,00%

80,00%

90,00%

100,00%

Breakdown of the ALADIN effort by type and nationalitysince July 2001

Tution

Administrative/networking

Operational work

Maintenance

Validation

Development

Training

Nationality

Per

son

.Mon

th

Page 9: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

The data assimilation

● A powerful tool: use your own observations to improve your own forecasts. Currently much better in ALADIN than e.g. MM5, WRF or COSMO.

● A single system for everyone: 3D-Var adapted to several resolutions and physics.

● Continued compatibility with ARPEGE and IFS = benefit from R&D on satellites

● Effort needed on mesoscale datasets (synops, radars, Meteosat, PGS, profilers...)

● Effort needed on local installation, because the software is complex.

Page 10: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

The INTERFACES project

● Aim: to facilitate interchange of physics modules between models (ALADIN, ALARO, AROME, HIRLAM)

● A 'plug and play' software interface, used by all models

● Facilitates intercomparison and testing of various scientific ideas

● Requires strict standardization of diagnostic software, and model thermodynamical hypotheses.

● A long-term effort

● cf. Oslo workshop in Dec 2005

Page 11: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

The ALARO transition project

● Aim: to provide intermediate-complexity physics between ALADIN and AROME

● Designed to work at resolutions between 5 and 10km (the « grey zone » of deep convection)

● New physics are being developed (turbulence, convection...), emphasis on numerical quality & efficiency i.e. in continuity with past ALADIN scientific work on ALADIN physics

● The SURFEX surface physics software will soon (2006) be used in ALADIN, ALARO and AROME, with various options

● ALARO will replace the ALADIN model eventually

● ALARO will allow for varying local physics options, under common software.

Page 12: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Evolution of available NWP systems

ARPEGE-23km 10km

ALADIN-10km

Production AROME-2,5km

2006

2008 2010

Prototype AROME

2004

ALARO

Page 13: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

The AROME project● Aim: to provide world-class forecast quality at convection-resolving

resolutions (1 to 3km horizontally), competitive with e.g. WRF.

● Will offer large improvement in low-level and cloud/precipitation forecasts, important in dangerous weather situations

● The model runs everyday in France since May 2005: no model failure, very good forecast quality, numerical cost as expected. Useful even on small domains and short ranges.

● The operational ALADIN 3D-Var demonstrates the importance of local data assimilation for short-range forecast quality.

● Development priority in 2005/2006 will be on operational environment, clouds, and the use of observations at high resolution.

● Big demand for AROME products (wind farms, pollution, oceanography...)

● may be used by all partners eventually

Page 14: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Impact of resolution increase: 10->2km

Page 15: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Impact of NWP model resolution: 10km vs 2.5km, fields of low-level wind (blue) and T

(red) on the model grids

(different wind scaling in each figure)

Page 16: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Impact of resolution on wind forecast (left:10km, right:2.5km)

Page 17: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Inpact of resolution on precipitation forecast (left:10km,right:2.5km)

Page 18: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Example of kilometric-scale NWP model: AROME

● a mesoscale convection-permitting NWP system built from ECMWF's IFS, Europe's ALADIN, and France's Meso-NH models

● Efficient spectral, semi-Lagrangian, semi-implicit NH compressible numerics to allow fast real-time production (long timestep)

● Reasonably sophisticated physics: prognostic TKE turbulence, 5-species prognostic cloud microphysics, RRTM-IR/FM radiation, tiled surface scheme with soil, vegetation, lakes, sea, snow, town energy balance, high-quality ECOCLIMAP physiographies

● With own data assimilation using radar, satellite, in situ operational observations on top of the global networks

● 1-way nesting in 10-km ALADIN data assimilation, itself nested in 20-km ARPEGE global 4DVar assimilation

Page 19: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Arome microphysics (clouds+precip)Arome microphysics (clouds+precip)

Microphysics ICE3 : 6 water species = vapour, cloud water, cloud ice, rain, snow, graupel

Page 20: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Vertical structure of a deep convective cloudas seen with the ICE3 species

0

2000

4000

6000

8000

10000

0 0,0005 0,001 0,0015

(kg/kg)

altit

ud

e (m

)

rc (arome)rr (arome)

ri (arome)rs (arome)

rg (arome)rc (meso-NH)

rr (meso-NH)ri (mésoNH)

rs (meso-NH)rg (méso-NH)

Page 21: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Arome MCS simulation (04-08-94 15 to 18 UTC)2,5 km / dt=15s / domain 144 * 144 / analysis Diagpack + Humidity bogus

Page 22: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Arome physics: surfacesArome physics: surfaces

Surface : towns = TEB (Masson, 2000) vegetation = ISBA (Noilhan and Planton, 1989)

sea/lakes: Charnock closure, make model, ocean mixing layer+Coupling with hydrological models

TEB seaflux waterfluxISBA

averaging

Atmospheric forcing

Turbulent and

radiative fluxes ALMA

norminterface

Page 23: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

AROME physics: town modelAROME physics: town model

Town Energy Balance (TEB)

● urban canyon concept● trapping of radiation● heat storage (walls, roads, roofs)● Urban hydrology● Anthropogenic fluxes (heating...)

Documentation : http://www.aero.obs-mip.fr/~mesonh/

Page 24: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Surface temperature : cities & 2.5km gridboxes

Page 25: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

AROME physics: surfacesAROME physics: surfacesSurface physiographies (interfaced with TEB, ISBA) derived

from the Ecoclimap ecosystems database (Masson, 2003)

242 surface types+ fractional covers inside 1-km squares

CORINE land covers

Page 26: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Arome-2.5km 9h-range fog dissipation forecast

Meteosat visible image

Page 27: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

A rather good AROME forecast: 27 Juin 2005Violent thunderstorms around Bordeaux (1 casualty)

18 TU1830 TU

21 TU

Page 28: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

AROME real-time forecast on 21 June 2005

Page 29: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

AROME fc

dynamical adaptation

AROME fc started

from mesoscale assimilation

15 TU

radar composite

Page 30: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

AROME status & plans

● 2.5km forecast model runs daily since May 2005 on 500km domain with 1-minute timestep

● Excellent performance on wind, low-level temperature and convective weather

● Quality is situation-dependent: long routine verification is needed

● Assimilation runs at lower 10km resolution so far with very positive impact on 0-12h forecast ranges wrt. dynamical adaptation

● main target: 6-hourly 36-h NWP forecasts over France (1000kmx1000km) in less than 30 minutes, in 2008 + hourly very short-range forecasts

● priority on relocatable nowcasting applications in 2009-2010

Page 31: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

MesoNH model

Aladin

Raingauges

Radar

The difficulty of validatingrainfall:

here, cumulated over 6h(6-12h forecast range)

prévisions à partird'analyses

(2.5km pour Méso-NH, 10km pour Aladin)

Page 32: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Dyn. Adapt. Raingauges

3DVar 3DVar with SEVIRI

Impact study :Precipitation forecast

2004/07/18 12UTCRR P12 – P6

Page 33: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Objective score impact of 10km assimilation vs. range (rmse and bias)

(pink=ARPEGE 4DVar dynamical adpation, blue=ALADIN LAM 3DVar)

RH2mRR

Page 34: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Profils verticaux

écart-type et corrélation moyenne

Corrélation horizontale pour la température,

au niveau 41

Jbc à 2,4 km

Mesoscale background errors:

vertical profiles of standard errors

& radial structure of correlations

Jb à 9,6 km

Page 35: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

3DVar impact of analysing 1 T obs3DVar impact of analysing 1 T obsin 2 different models (dx=2.4km & 9.6km)in 2 different models (dx=2.4km & 9.6km)on Milan, T=background+2C near the groundon Milan, T=background+2C near the ground

T - 2,4 km P – 2,4 km HU – 2,4 km

T – 9,6 km P – 9,6 km HU – 9,6 km

550 km

Milan

N

S

S Apennins Alpes N

Vertical cross-section

6 km

Page 36: Towards AROME Status and plans of the ALADIN-2 projects: ALARO, · 2008. 11. 14. · Aim: to provide intermediate-complexity physics between ALADIN and AROME Designed to work at resolutions

Analysing 1 obs: T=+2C at 700hPaAnalysing 1 obs: T=+2C at 700hPa(a radiance obs would have a similar, deeper impact)(a radiance obs would have a similar, deeper impact)

P – 2,4 km HU – 2,4 km

T – 9,6 km P – 9,6 km HU – 9,6 km

T – 2,4 km

9 km