Habets, F., J. Noilhan, C. Golaz, J. Goutorbe, P. Lacarrère, E. Leblois, E. Ledoux, E. Martin, C. Ot-
tlé, and D. Vidal-Madjar, 1999b : The isba surface scheme in a macroscale hydrological mo-
del applied to the hapex-mobilhy area : Part ii : Simulation of streamflows and annual wa-
ter budget. *Journal of Hydrology*, **217 (1)**, 97-118, doi :https://doi.org/10.1016/S0022-1694(99)
00020-7, URL https://www.sciencedirect.com/science/article/pii/
S0022169499000207.

Habets, F., A. Boone, J. L. Champeaux, P. Etchevers, L. Franchistéguy, E. Leblois, E. Le-
doux, P. Le Moigne, E. Martin, S. Morel, J. Noilhan, P. Quintana Seguí, F. Rousset-
Regimbeau, and P. Viennot, 2008 : The SAFRAN-ISBA-MODCOU hydrometeorological mo-
del applied over France. *Journal of Geophysical Research : Atmospheres*, **113 (D6)**, doi :https://
doi.org/10.1029/2007JD008548, URL https://agupubs.onlinelibrary.wiley.
com/doi/abs/10.1029/2007JD008548.

Hersbach, H., et al., 2020 : The ERA5 global reanalysis. *Quarterly Journal of the Royal Meteorochemical Society*, **146 (730)**, 1999-2049, doi :10.1002/qj.3803, URL https://rmets.onlinelibrary.wiley.com/doi/abs/10.1002/qj.3803.

Hogan, R. J. and A. Bozzo, 2018 : A flexible and efficient radiation scheme for the ecmwf mo-
del. *Journal of Advances in Modeling Earth Systems*, **10 (8)**, 1990-2008, doi :https://doi.org/
10.1029/2018MS001364, URL https://agupubs.onlinelibrary.wiley.com/
doi/abs/10.1029/2018MS001364, https://agupubs.onlinelibrary.
wiley.com/doi/pdf/10.1029/2018MS001364.

Holtslag, B., G. Svensson, P. Baas, S. Basu, R. Beare, A. BELJAARS, F. BOSVELD, J. Cuxart, J. Lind-vall, G.-J. Steeneveld, M. Tjernström, and B. Van de Wiel, 2013 : Stable atmospheric boundary layers and diurnal cycles – challenges for weather and climate models. *Bulletin of the American Meteorological Society*, **94**, doi :10.1175/BAMS-D-11-00187.1.

Hostetler, S. W. and P. J. Bartlein, 1990 : Simulation of lake evaporation with application to mo-
deling lake level variations of harney-malheur lake, oregon. *Water Resources Research*, **26 (10)**,
2603-2612, doi :https://doi.org/10.1029/WR026i010p02603, URL https://agupubs.
onlinelibrary.wiley.com/doi/abs/10.1029/WR026i010p02603,
https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/
WR026i010p02603.

Jarvis, P., 1976 : The interpretation of the variations in leaf water potential and stomatal conduc-
tance found in canopies in the field. *Philosophical Transactions of the Royal Society of London.
B, Biological Sciences*, **273 (927)**, 593-610.

Krinner, G. and J. Boike, 2010 : A study of the large-scale climatic effects of a possible disap-
pearance of high-latitude inland water surfaces during the 21st century. *Boreal Environment
Research*, **15**.

Lac, C., J.-P. Chaboureau, V. Masson, J.-P. Pinty, P. Tulet, J. Escobar, M. Leriche, C. Barthe,
B. Aouizerats, C. Augros, P. Aumond, A. Franck, P. Bechtold, S. Berthet, S. Bielli, F. Bos-
seur, O. Caumont, J.-M. Cohard, J. Colin, and P. Wautelet, 2018 : Overview of the meso-nh
model version 5.4 and its applications. *Geoscientific Model Development*, **11**, 1929-1969, doi :
10.5194/gmd-11-1929-2018.
Lafaysse, M., 2011 : Changement climatique et régime hydrologique d'un bassin alpin : génération de scénarios sur la haute-durance, méthodologie d'évaluation et incertitudes associées. Ph.D. thesis, Toulouse 3 - France.

Lafore, J. P., J. Stein, N. Asencio, P. Bougeault, V. Ducrocq, J. Duron, C. Fischer, P. Héreil, P. Mascart, V. Masson, et al., 1998 : The Meso-NH atmospheric simulation system. Part I : Adiabatic formulation and control simulations. *Annales Geophysicae, **16 (1)**, 90-109, doi : 10.1007/s00585-997-0090-6, URL https://angeo.copernicus.org/articles/16/90/1998/.

Le Moigne, P., 2002 : Description de l'analyse des champs de surface sur la France par le système SAFRAN. *Note de centre GMME, Météo-France*, 1-30.

Le Moigne, P., J. Colin, and B. Decharme, 2016 : Impact of lake surface temperatures simulated by the flake scheme in the cnrm-cm5 climate model. *Tellus A : Dynamic Meteorology and Oceanography*, **68 (1)**, 31274, doi:10.3402/tellusa.v68.31274, URL https://doi.org/10.3402/tellusa.v68.31274, https://doi.org/10.3402/tellusa.v68.31274.

Le Moigne, P. and M. Minvielle, 2020 : Surfex : une plateforme pour simuler les flux des surfaces océaniques et continentales. *La Météorologie*, **108**, 82-87.

Le Moigne, P., D. Legain, F. Lagarde, M. Potes, D. Tzanos, E. Moulin, J. Barrié, R. Salgado, G. Messiaen, A. Fiandrino, S. Donier, O. Traulle, and M. J. Costa, 2013 : Evaluation of the lake model flake over a coastal lagoon during the thaumex field campaign. *Tellus*, **65**, 20951, doi : 10.3402/tellusa.v65i0.20951.

Le Moigne, P., F. Besson, E. Martin, J. Boé, A. Boone, B. Decharme, P. Etchevers, S. Faroux, F. Habets, M. Lafaysse, et al., 2020 : The latest improvements with SURFEX v8.0 of the Safran-Isba-Modcou hydrometeorological model for France. *Geoscientific Model Development*, **13 (9)**, 3925-3946, doi : 10.5194/gmd-13-3925-2020, URL https://gmd.copernicus.org/articles/13/3925/2020/.

Le Moigne, P., E. Bazile, A. Cheng, E. Dutra, J. M. Edwards, W. Maurel, I. Sandu, O. Traullé, E. Vignon, A. Zadra, and W. Zheng, 2022 : Gabls4 intercomparison of snow models at dome c in antarctica. *The Cryosphere*, **16 (6)**, 2183-2202, doi : 10.5194/tc-16-2183-2022, URL https://tc.copernicus.org/articles/16/2183/2022/.

Lebeaupin-Brossier, C., V. Ducrocq, and H. Giordani, 2009 : Effects of the air-sea coupling time frequency on the ocean response during Mediterranean intense events. *Ocean Dynamics*, **59 (4)**, 539-549, doi : 10.1007/s10236-009-0198-1, URL https://doi.org/10.1007/s10236-009-0198-1.

Ledoux, E., G. Girard, G. De Marsily, J. Villeneuve, and J. Deschenes, 1989 : Spatially distributed modeling : conceptual approach, coupling surface water and groundwater. *Unsaturated Flow in Hydrologic Modeling*, Springer, 435-454, doi : 10.1007/978-94-009-2352-2\_16, URL https://doi.org/10.1007/978-94-009-2352-2\_16.

Lemonsu, A., C. Grimmond, and V. Masson, 2004 : Modeling the surface energy balance of the core of an old mediterranean city : Marseille. *Journal of Applied Meteorology*, **43**, 312-327, doi : 10.1175/1520-0450(2004)043<0312:MTSEBO>2.0.CO;2.
MacKay, M. D., 2012 : A process-oriented small lake scheme for coupled climate modeling applications. *Journal of Hydrometeorology*, **13** (6), 1911 – 1924, doi :https://doi.org/10.1175/JHM-D-11-0116.1, URL https://journals.ametsoc.org/view/journals/hydr/13/6/jhm-d-11-0116_1.xml.

Mahfouf, J., A. Manzi, J. Noilhan, H. Giordani, and M. Déqué, 1995 : The land surface scheme ISBA within the Météo-France climate model ARPEGE. Part I. Implementation and preliminary results. *Journal of Climate*, **8** (8), 2039–2057, doi :10.1175/1520-0442(1995)008<2039:TLSSIW>2.0.CO;2, URL https://journals.ametsoc.org/view/journals/clim/8/8/1520-0442_1995_008_2039TLSSIW_2_0_co_2.xml.

Mahrt, L. and M. Ek, 1993 : Spatial variability of turbulent fluxes and roughness lengths in haphex-mobilhy. *Boundary-layer meteorology*, **65**, 381–400.

Masson, V., 2000 : A physically-based scheme for the urban energy budget in atmospheric models. *Boundary-layer meteorology*, **94** (3), 357–397, doi :10.1023/A:1002463829265, URL https://doi.org/10.1023/A:1002463829265.

Masson, V., P. Le Moigne, E. Martin, S. Faroux, A. Alias, R. Alkama, S. Belamari, A. Barbu, A. Boone, F. Bouyssel, et al., 2013 : The SURFEXv7.2 land and ocean surface platform for coupled or offline simulation of earth surface variables and fluxes. *Geoscientific Model Development*, **6** (4), 929–960, doi :10.5194/gmd-6-929-2013, URL https://gmd.copernicus.org/articles/6/929/2013/.

Michau, Y., A. Lemonsu, P. Lucas-Picher, and C. Caillaud, 2023 : Evaluation of the urban heat island of 12 cities of France in a high-resolution regional climate model simulation. *Urban Climate*, **47**, 101386, doi :https://doi.org/10.1016/j.uclim.2022.101386, URL https://www.sciencedirect.com/science/article/pii/S2212095522003042.

Mironov, D., E. Heise, E. Kourzeneva, B. Ritter, N. Schneider, and A. Terzhevik, 2010 : Implementation of the lake parameterisation scheme FLake into the numerical weather prediction model COSMO. *Boreal environment research*, **15**, 218–230.

Munier, S. and B. Decharme, 2022 : River network and hydro-geomorphological parameters at 1/12 resolution for global hydrological and climate studies. *Earth System Science Data*, **14** (5), 2239–2258, doi :10.5194/essd-14-2239-2022, URL https://essd.copernicus.org/articles/14/2239/2022/.

Noilhan, J., P. Lacarrère, A. Dolman, and E. Blyth, 1997 : Defining area-average parameters in meteorological models for land surfaces with mesoscale heterogeneity. *Journal of Hydrology*, **190** (3), 302–316, doi :https://doi.org/10.1016/S0022-1694(96)03131-9, URL https://www.sciencedirect.com/science/article/pii/S0022169496031319, aggregate Description of Land-Atmosphere Interactions.

Noilhan, J. and S. Planton, 1989 : A simple parameterization of land surface processes for meteorological models. *Monthly weather review*, **117** (3), 536–549, doi : 10.1175/1520-0493(1989)117<0536:ASPOLS>2.0.CO;2, URL https://journals.ametsoc.org/view/journals/mwre/117/3/1520-0493_1989_117_0536_aspols_2_0_co_2.xml.
Noual, G., 2023 : Occupation des terres et climat régional : impact des surfaces forestières sur l'ennuagement dans le sud-ouest de la france. Ph.D. thesis, URL http://www.theses.fr/2023BORD0052, thèse de doctorat dirigée par Brunet, Yves et Lac, Christine Physique de l'environnement Bordeaux 2023.

Noual, G., Y. Brunet, P. Le Moigne, and C. Lac, 2023 : Simulating the effects of regional forest cover and windthrow-induced cover changes on mid-latitude boundary-layer clouds. *Journal of Geophysical Research : Atmospheres*, **128** (13), doi :https://doi.org/10.1029/2023jD03847.

Pergaud, J., V. Masson, S. Malardel, and F. Couvreux, 2009 : A parameterization of dry thermals and shallow cumuli for mesoscale numerical weather prediction. *Boundary-Layer Meteorology*, **132** (1), 83-106.

Pinty, J.-P. and P. Jabouille, 1998 : A mixed-phase cloud parameterization for use in mesoscale non-hydrostatic model : simulations of a squall line and of orographic precipitations. *Proc. Conf. of Cloud Physics*, *Everett, WA, USA, Amer. Meteor. soc.*, 217 – 220.

Potes, M., M. Joao Costa, R. Salgado, D. Bortoli, A. Serafim, and P. Le Moigne, 2013 : Spectral measurements of underwater downwelling radiance of inland water bodies. *Tellus A : Dynamic Meteorology and Oceanography*, **65** (1), 20774, doi :https://doi.org/10.3402/tellusa.v65i0.20774.

Quintana-Segui, P., P. Le Moigne, Y. Durand, E. Martin, F. Habets, M. Baillon, C. Canellas, L. Franchisteguy, and S. Morel, 2008 : Analysis of near-surface atmospheric variables : Validation of the SAFRAN analysis over France. *Journal of applied meteorology and climatology*, **47** (1), 92-107, doi :10.1175/2007JAMC1636.1, URL https://journals.ametsoc.org/view/journals/apme/47/1/2007jamc1636.1.xml.

Riley, M. J. and H. G. Stefan, 1988 : Minlake : A dynamic lake water quality simulation model. *Ecological Modelling*, **43** (3), 155-182, doi :https://doi.org/10.1016/0304-3800(88)90002-6.

Ritter, B. and J.-F. Geleyn, 1992 : A comprehensive radiation scheme for numerical weather prediction models with potential applications in climate simulations. *Monthly Weather Review*, **120** (2), 303-325, doi :10.1175/1520-0493(1992)120<0303:ACRSFN>2.0.CO;2, URL https://journals.ametsoc.org/view/journals/mwre/120/2/1520-0493_1992_120_0303_acrsfn_2_0_co_2.xml.

Rochetin, N., F. Couvreux, and F. Guichard, 2017 : Morphology of breeze circulations induced by surface flux heterogeneities and their impact on convection initiation. *Quarterly Journal of the Royal Meteorological Society*, **143** (702), 463-478, doi :https://doi.org/10.1002/qj.2935, URL https://rmets.onlinelibrary.wiley.com/doi/abs/10.1002/qj.2935, https://rmets.onlinelibrary.wiley.com/doi/pdf/10.1002/qj.2935.

Rousset, F., 2010 : Modélisation des bilans de surface et des débits sur la france, application à la prévision d'ensemble des débits. Ph.D. thesis, Toulouse 3 - France.

Sadki, M., S. Munier, A. Boone, and S. Ricci, 2023 : Implementation and sensitivity analysis of the Dam-Reservoir Operation model (DROP v1.0) over Spain. *Geoscientific Model Development*, **16** (2), 427-448, doi :10.5194/gmd-16-427-2023, URL https://hal.science/hal-03957647.
Salgado, R. and P. Le Moigne, 2010 : Coupling of the flake model to the surfex externalized surface model. *Boreal Environment Research*, **15**, 231-244.

Samuelsson, P., E. Kourzeneva, and D. V. Mironov, 2010 : The impact of lakes on the european climate as simulated by a regional climate model. *Boreal Environment Research*, **15**, 113-129.

Seity, Y., P. Brousseau, S. Malardel, G. Hello, P. Bénard, F. Bouttier, C. Lac, and V. Masson, 2011 : The AROME-France convective-scale operational model. *Monthly Weather Review*, **139** (3), 976-991, doi :10.1175/2010MWR3425.1, URL https://journals.ametsoc.org/view/journals/mwre/139/3/2010mwr3425.1.xml.

Soci, C., E. Bazile, F. Besson, and T. Landelius, 2016 : High-resolution precipitation re-analysis system for climatological purposes. *Tellus A : Dynamic Meteorology and Oceanography*, **68** (1), 29879, doi :10.3402/tellusa.v68.29879, URL https://doi.org/10.3402/tellusa.v68.29879.

Stepanenko, V. M. and V. N. Lykosov, 2005 : Numerical modeling of heat and moisture transfer processes in a system lake-soil. *Russian Journal for Meteorology and Hydrology*, **3**, 95-104.

Svensson, G., B. Holtslag, V. Kumar, T. Mauritsen, G.-J. Steeneveld, W. Angevine, E. Bazile, A. Beljaars, E. Bruijn, A. Cheng, L. Conangla, J. Cuxart, M. Ek, M. Falk, F. Freedman, H. Kitagawa, V. Larson, A. Lock, J. Mailhot, and M. Zampieri, 2011 : Evaluation of the diurnal cycle in the atmospheric boundary layer over land as represented by a variety of single-column models : The second gabls experiment. *Boundary-Layer Meteorology*, **140**, 177-206, doi :10.1007/s10546-011-9611-7.

Teuling, A., C. Taylor, J. F. Meirink, L. Melsen, D. Miralles, C. van Heerwaarden, R. Vautard, A. Stegehuis, G.-J. Nabuurs, and J. Arellano, 2017 : Observational evidence for cloud cover enhancement over western european forests. *Nature Communications*, **8**, 14065, doi :10.1038/ncomms14065.

van den Broeke, M., 2005 : Strong surface melting preceded collapse of antarctic peninsula ice shelf. *Geophysical Research Letters*, **32** (12), doi :https://doi.org/10.1029/2005GL023247, URL https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2005GL023247, https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2005GL023247.

Van hyfte, S., 2021 : Mise en oeuvre et évaluation d'un nouveau système de réanalyses météorologiques des paramètres de surface à haute résolution. Ph.D. thesis, URL http://www.theses.fr/2021INPT0126, thèse de doctorat dirigée par Boone, Aaron et Le Moigne, Patrick Océan, Atmosphère, Climat Toulouse, INPT 2021.

Van Hyfte, S., P. Le Moigne, E. Bazile, A. Verrelle, and A. Boone, 2023 : High-resolution reanalysis of daily precipitation using arome model over france. *Tellus A : Dynamic Meteorology and Oceanography*, **75** (1), 27-49, doi :10.16993/tellusa.95, URL https://doi.org/10.16993/tellusa.95.

Vergnes, J.-P., B. Decharme, R. Alkama, E. Martin, F. Habets, and H. Douville, 2012 : A simple groundwater scheme for hydrological and climate applications : Description and of-line evaluation over France. *Journal of Hydrometeorology*, **13** (4), 1149-1171, doi :10.1175/
JHM-D-11-0149.1, URL https://journals.ametsoc.org/view/journals/hydr/13/4/jhm-d-11-0149_1.xml.

Verpoorter, C., T. Kutser, D. Seekel, and L. Tranvik, 2014 : A global inventory of lakes based on high-resolution satellite imagery. *Geophysical Research Letters*, **41** (18), 6396–6402, doi:https://doi.org/10.1002/2014GL060641, URL https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2014GL060641.

Vidal, J.-P., E. Martin, L. Franchistéguy, M. Baillon, and J.-M. Soubeyroux, 2010 : A 50-year high-resolution atmospheric reanalysis over France with the Safran system. *International Journal of Climatology*, **30** (11), 1627–1644, doi:10.1002/joc.2003, URL https://rmets.onlinelibrary.wiley.com/doi/abs/10.1002/joc.2003.

Vignon, E., F. Hourdin, C. Genthon, H. Gallée, E. Bazile, M.-P. Lefebvre, J.-B. Madeleine, and B. J. H. Van de Wiel, 2017 : Antarctic boundary layer parametrization in a general circulation model : 1-d simulations facing summer observations at dome c. *Journal of Geophysical Research : Atmospheres*, **122** (13), 6818–6843, doi:https://doi.org/10.1002/2017JD026802, URL https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1002/2017JD026802, https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1002/2017JD026802.

Vionnet, V., E. Brun, S. Morin, S. Faroux, P. Le Moigne, E. Martin, and J. Willemet, 2012 : The detailed snowpack scheme crocus and its implementation in surfex v7.2. *Geoscientific Model Development*, **5**, 773–791, doi:10.5194/gmd-5-773-2012.

Voirin, S., 2003 : Modélisation distribuée des flux d'eau et d'énergie et des débits à l'échelle régionale du bassin adour-garonne. Ph.D. thesis, Toulouse 3 - France.

Voldoire, A., D. Saint-Martin, S. Sénési, B. Decharme, A. Alias, M. Chevallier, J. Colin, J.-F. Guérémy, M. Michou, M.-P. Moine, et al., 2019 : Evaluation of CMIP6 deck experiments with CNRM-CM6-1. *Journal of Advances in Modeling Earth Systems*, **11** (7), 2177–2213, doi:https://doi.org/10.1029/2019MS001683, URL https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2019MS001683.

Xu, R., Y. Li, A. J. Teuling, L. Zhao, D. V. Spracklen, L. Garcia-Carreras, R. Meier, L. Chen, Y. Zheng, H. Lin, and B. Fu, 2022 : Contrasting impacts of forests on cloud cover based on satellite observations. *Nature Communications*, **13** (670), doi:10.1038/s41467-022-28161-7, URL https://doi.org/10.1038/s41467-022-28161-7.

Zilitinkevich, S., 1995 : Non-local turbulent transport pollution dispersion aspects of coherent structure of convective flows.
# CHAPITRE 6

## Annexes

### 6.1 Enseignement, Encadrement, Animation

#### 6.1.1 Enseignement

- Depuis 2002, je suis responsable du stage annuel de formation au modèle SURFEX et or-ganisateur de la réunion des utilisateurs de SURFEX.

- Entre 2010 et 2015, j'ai dispensé le cours de couche limite atmosphérique aux ingénieurs des travaux de première année en formation initiale (module annuel de 30h).

- Depuis 2020, je participe aux cours sur les surfaces continentales, dispensé en formation initiale aux élèves ingénieurs des travaux de la météorologie en deuxième année.

#### 6.1.2 Encadrement de thèse

- Thibault Guinaldo (2017-2020) (Guinaldo, 2019) sur la paramétrisation de la dynamique lacustre dans un modèle de surface couplé pour une application à la prévision hydrologique à l'échelle globale (thèse co-encadrée à 40% avec Aaron Boone et Simon Munier).

- Stéphane Van Hyfte (2018-2021) (Van hyfte, 2021) sur la mise en oeuvre et évaluation d'un nouveau système de réanalyses météorologiques des paramètres de surface à haute réso-lution (thèse co-encadrée à 40% avec Eric Bazile, Antoine verrelle et Aaron Boone).

- Gaëtan Noual (2019-2022) (Noual, 2023) sur l'impact des surfaces forestières sur l'ennuage-ment dans le sud de la France (thèse co-encadrée à 25% avec Christine Lac et Yves Brunet).

- Tanguy Lunel (2021-2024) sur l'impact de l'irrigation sur le couplage surface atmosphère en zone semi-aride (thèse co-encadrée à 50% avec Aaron Boone).

- William Antolin (2021-2024) sur la Modélisation couplée végétation/feu/atmosphère pour l'estimation du risque incendie de forêt (thèse co-encadrée à 25% avec Mélanie rochoux).
### 6.1.3 Encadrement de post-doctorants

- Marko Kvakic (2012) dans le cadre du projet TOSCA SWOTLAKE sur la modélisation des lacs à l'échelle globale.

- Camille Szczypta (2016-2017) dans le cadre du projet FP7 UERRA sur la réanalyse de paramètres de surface avec le modèle SURFEX sur l'Europe et validation avec des données hydrologiques.

- François Moussu (2015-2016) dans le cadre du projet RTRA REGARD sur l'intégration des processus anthropiques et informations satellitaires dans un modèle hydrométéorologique à l'échelle du bassin de la Garonne.

- Delphine Leroux (2010) dans le cadre du projet Aqui-FR sur la prévision saisonnière des eaux souterraines en France (stage co-encadré à 25% avec Simon Munier et Florence Hambets)

- Miquel Tomas (2021-2024) dans le cadre d'une bourse MOPGA sur l'impact du changement climatique sur la ressource en eau en France avec le modèle SIM (stage co-encadré à 50% avec Aaron Boone).

- Anaïs Barrella Ortiz (2023-2026) dans le cadre du projet Horizon-Europe CERISE sur l'impact du changement d'occupation des sols sur une réanalyse hydrométéorologique en Europe et l'évaluation des prévisions saisonnières météorologiques par l'hydrologie (encadré à 100%).

- xxx (2023-2026) dans le cadre du projet Copernicus CERRA sur la production d'une réanalyse hydrométéorologique en Europe à haute résolution (co-encadré à 80% avec Yannick Selly).

### 6.1.4 Encadrement de stages M2 ou 3e année d'école d'ingénieur

- Adrian Bourgois en 2021 sur l'évaluation de la nouvelle option de végétation explicite ISBA-MEB pour la végétation basse à l'échelle locale, avec Aaron Boone (CNRM/GMME/SURFACE). Encadrement 15%.

- Dorian Bourdon en 2021 sur l'Amélioration de la représentation des lacs dans les modèles opérationnels de Météo-France, avec Adrien Napoly (CNRM/GMAP/PROC). Encadrement 30%.

- Sonia Meherzi (2022) sur l'impact du changement climatique sur l'évaporation des retenues d'eau en France avec Fabienne Rousset (DCSC/EMA). Encadrement 90%.

- Benoit Hesse (2023) sur la modélisation du lac IVARS en Espagne en utilisant les mesures de la campagne LIAISE de 2021, avec Guylaine Canut (CNRM/GMEI/4M). Encadrement 90%.

### 6.1.5 Comité de suivi de thèse

- Jordi Etchanchu (CESBIO, 2016-2019) sur l'apport de la télédétection haute résolution sur la modélisation hydrométéorologique.

- Antony Bernus (LSCE, 2018-2022) sur la représentation des lacs dans le modèle de surface ORCHIDEE.
- Antoine Sobaga (CNRM, 2020-2023) sur l'amélioration de l'estimation des écoulements lors des précipitations extrêmes : focus sur l'infiltration via l'analyse de données lysimétriques.

- Rémi Bonnet (CERFACS, 2015-2018) sur les variations hydrologiques du cycle continental en France des années 1850 à aujourd'hui.

### 6.1.6 Participation à des projets nationaux et internationaux

- 2007-2008 : PEPS Feux sur le couplage feu-atmosphère, étude de faisabilité (coordination du projet : Jean-Baptiste Filippi, SPE Corte)

- 2009-2012 : ANR IDEA, incendies de forêt, simulation de la dynamique aux émissions atmosphériques par couplage de code (coordination du projet : Jean-Baptiste Filippi, SPE Corte)

- 2012-2022 : SWOT sur l'étude de l'hydrologie globale à l'aide des mesures satellitaires de la mission SWOT (coordination du projet : CNES et NASA)

- 2014-2018 : LEFE (INSU) GABLS4 sur la représentation des couches limites stables en Arctique (coordination du projet : Eric Bazile, CNRM Toulouse)

- 2014-2024 : Aqui-FR sur le développement d'une plateforme de modélisation hydrogéologique nationale (coordination du projet : Florence Habets, ENS Paris)

- 2017-2020 : ANR FIRECASTER, plateforme de prévision incendie et de réponse d'urgence (coordination du projet : Jean-Baptiste Filippi, SPE Corte)

- 2017-2021 : Copernicus CERRA sur le déploiement et la mise en opérationnel d'une réanalyse atmosphérique et de surface à haute résolution sur l'Europe (coordination du projet : Semjon Schimanke, SMHI Norrköping)

- 2017-2021 : Copernicus CARRA sur le déploiement et la mise en opérationnel d'une réanalyse régionale atmosphérique à haute résolution sur l'arctique (coordination du projet : Harald Schyberg, Met Norway Oslo)

- 2019-2022 : LUCAS sur l'impact des surfaces frestières sur le développement nuageux et la qualité de l'air dans le sud-ouest de la France (coordination du projet : Yves Brunet, INRAE Bordeaux)

- 2020-2024 : ANR HILIAISE sur l'étude de l'empreinte humaine sur les couplages surface-atmosphère en zones semi-arides (coordination du projet : Aaron Boone, CNRM Toulouse)

- 2021-2025 : ANR MOSAI sur la modélisation des interactions entre la surface et l'atmosphère (coordination du projet : Fabienne Lohou, LAERO Lannemezan)

- 2022-2026 : Horizon Europe CERISE sur la suite des services Copernicus en matière de prévisions saisonnières et réanalyses (coordination du projet : Patricia de Rosnay, ECMWF Reading)

- 2022-2026 : Copernicus CARRA2 sur le déploiement et la mise en opérationnel d'une réanalyse régionale atmosphérique à haute résolution sur l'arctique, suite du projet CARRA (coordination du projet : Harald Schyberg, Met Norway Oslo)

- 2023-2027 : Copernicus CERRA-TU sur le déploiement et la mise en opérationnel d'une réanalyse atmosphérique et de surface à haute résolution sur l'Europe, suite du projet CERRA (coordination du projet : Semjon Schimanke, SMHI Norrköping)
### 6.1.7 Organisation d'ateliers

- Atelier de modélisation de l'atmosphère 2013

- Atelier SUW2017 sur les études en recherche et développement menées avec SURFEX

- Atelier SUW2019 sur les études en recherche et développement menées avec SURFEX

- Atelier LAKE2019 sur les paramétrisations des lacs dans les modèles de prévision numérique du temps et de climat

## 6.2 Publications

### 6.2.1 Sélection d'articles

Voici une liste d'articles que je considère comme les plus représentatifs de mes travaux de recherche.

Support à la section 2.2

- **P. Le Moigne**, 2002. Description de l'analyse des champs de surface sur la France par le système SAFRAN. Note de centre GMME n°77.

- S. Van Hyfte, **P. Le Moigne**, E. Bazile, A. Verrelle, and A. Boone. High-resolution reanalysis of daily precipitation using AROME model over France. Tellus-A, Volume 75, 27-49, https://doi.org/10.16993/tellusa.95, 2023.

Support à la section 2.3

- Masson, V., **P. Le Moigne**, E. Martin, S. Faroux, A. Alias, R. Alkama, S. Belamari, A. Barbu, A. Boone, F. Bouyssel, P. Brousseau, E. Brun, J.-C. Calvet, D. Carrer, B. Decharme, C. Delire, S. Donier, K. Essaouini, A.-L. Gibelin, H. Giordani, F. Habets, M. Jidane, G. Kerdraon, E. Kourzeneva, M. Lafaysse, S. Lafont, C. Lebeaupin-Brossier, A. Lemonsu, J.-F. Mahfouf, P. Marguinaud, M. Mokhtari, S. Morin, G. Pigeon, R. Salgado, Y. Seity, F. Taillefer, G.Tanguy, P. Tulet, B. Vincendon, V. Vionnet, and A. Voldoire, 2013 : The SURFEXv7.2 land and ocean surface platform for coupled or offline simulation of earth surface variables and fluxes. Geoscientific Model Development, Volume : 6, Pages : 929-960, DOI :10.5194/gmd-6-929-2013, Published : 16 JUL 2013.

- **Le Moigne**, P., Legain, D., Lagarde, F., Potes, M., Tzanos, D., Moulin, E., Barrie, J., Salgado, R., Messiaen, G., Fiandrino, A., Donier, S., Traulle, O., Costa, MJ, 2013 : Evaluation of the lake model FLake over a coastal lagoon during the THAUMEX field campaign. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY, Volume : 65, Article Number : 20951, Doi : 10.3402/tellusa.v65i0.20951. Published : 2013.

- Guinaldo, T., Munier, S., **Le Moigne**, P., Boone, A., Decharme, B., Choulga, M., and Leroux, D. J.,2021 : Parametrization of a lake water dynamics model MLake in the ISBA-CTRIP land surface system (SURFEX v8.1), Geosci. Model Dev., 14, 1309–1344, https://doi.org/10.5194/gmd-14-1309-2021.

Support à la section 2.4
- Le Moigne, P., J., Colin, and B. Decharme, 2016: Impact of lake surface temperatures simulated by the Flake scheme in the CNRM-CM5 climate model. TELLUS SERIES A-Dynamic Meteorology and Oceanography 2016, 68, 31274, http://dx.doi.org/10.3402/tellusa.v68.31274

- Le Moigne, P., Besson, F., Martin, E., Boé, J., Boone, A., Decharme, B., Etchevers, P., Faroux, S., Habets, F., Lafaysse, M., Leroux, D., and Rousset-Regimbeau, F., 2020: The latest improvements with SURFEX v8.0 of the Safran-Isba-Modcou hydrometeorological model for France.Geosci. Model Dev., 13, 3925-3946, https://doi.org/10.5194/gmd-13-3925-2020

## 6.2.2 Publications dans des revues de rang A

2001

- Ottlé C., Etchevers P., Golaz C., Habets F., Noilhan J., Martin E., Ledoux E., Leblois E., Sauquet E., Amraoui N., Artinian E., Champeaux J.L., Guérin C., Lacarrère P., **Le Moigne** P., Saulnier G.M., Vidal-Madjar D., Voirin S. (2001) : The French Rhone program : Coupled modelisation (surface atmosphere) of the water discharges, general presentation and objectives, Physics and Chemistry of the Earth, 26(5-6), 443-453.

2004

- Florence Habets, **Patrick Le Moigne**, Joel Noilhan, 2004 : On the utility of operational precipitation forecasts to serve as input for streamflow forecasting. Journal of Hydrology 293, 270-288. Rousset F., F. Habets, E. Gomez, **P. Le Moigne**, S. Morel, J. Noilhan et E. Ledoux, 2004 : Hydrometeorological modeling of the Seine basin using the Safran-Isba-Modcou system. J. Geophys. Res., 109, D14105.

2006

- D. Leenhardt, D. Wallach, **P. Le Moigne**, M. Guérif, A. Bruand, M.A. Casterad, 2006 : Using crop models for multiple fields, in Working with Dynamic Crop Models, Edited by D. Wallach, D. Makowski and J. W. Jones, Elsevier, Chapter 7, p 209-248.

2007

- Caballero Y., S. Voirin-Morel, F. Habets, J. Noilhan, **P. Le Moigne**, A. Lehenaff et A. Boone, 2007 : Hydrological sensitivity of the Adour-Garonne river basin to climate change. Water Resour. Res., 43, W07448.

2008

- E. Artinyan, F. Habets, J. Noilhan, E. Ledoux, D. Dimitrov, E. Martin, and **P. Le Moigne**, 2008 : Modelling the water budget and the riverflows of the Maritsa basin in Bulgaria. Hydrology and Earth System Sciences, 12, 21-37.

- F. Habets, A. Boone, J. L. Champeaux, P. Etchevers, L. Franchisteguy, E. Leblois, E. Ledoux, **P. Le Moigne**, E. Martin, S. Morel, J. Noilhan, P. Quintana Segui, F. Rousset-Regimbeau, and P. Viennot, 2008 : The SAFRAN-ISBA-MODCOU hydrometeorological model applied over France. Journal Of Geophysical Research, vol. 113, D06113.

- P. Quintana-Segui, **P. Le Moigne**, Y. Durand, E. Martin, and F. Habets, 2008 : Analysis of Near-Surface Atmospheric Variables : Validation of the SAFRAN Analysis over France. Journal of Applied Meteorology and Climatology, vol 47, 92-107.

- J.-C. Calvet, A.-L. Gibelin, J.-L. Roujean, E. Martin, **P. Le Moigne**, H. Douville, and J. Noilhan, 2008 : Past and future scenarios of the effect of carbon dioxide on plant growth and transpiration for three vegetation types of southwestern France. Atmos. Chem. Phys., 8, 397-406

2009
- A. Brut, C. Rüdiger, S. Lafont, J.-L. Roujean, J.-C. Calvet, L. Jarlan, A.-L. Gibelin, C. Albergel, **P. Le Moigne**, J.-F. Soussana, and K. Klumpp, 2009 : Modelling LAI at a regional scale with ISBA-A-gs : comparison with satellite-derived LAI over southwestern France. Biogeosciences Discuss., 6, 4059-4093.

- Bouilloud, L. E. Martin, F. Habets, A. Boone, **P. Le Moigne**, J. Livet, M. Marchetti, A. Foidart, L. Franchistéguy, S. Morel, J. Noilhan, P. Pettré, 2009 : Road surface condition forecasting in France. J. Appl. Meteor. and Clim., Volume : 48 Issue : 12, Pages : 2513-252, DOI : 10.1175/2009JAMC1900.1

- Jean Baptiste Filippi, Frédéric Bosseur, Céline Mari, Christine Lac, **Patrick Le Moigne**, Bénédicte Cuenot, Denis Veynante, Daniel Cariolle, Jacques Henri Balbi, 2009 : Coupled atmosphere-wildland fire modelling, J. Adv. Model. Earth Syst., Vol. 1, Art. 11, 9 pp., doi:10.3894/JAMES.2010

- R. Salgado and **P. Le Moigne**, 2010 : Coupling of the FLake model to the Surfex externalized surface model. Boreal and Environment Research 15 : 231-244.

- Alkama, R. ; Decharme, B. ; Douville, H. ; Becker, M. ; Cazenave, A. ; Sheffield, J. ; Voldoire, A. ; Tyteca, S. ; **Le Moigne**, P., 2010 : Global Evaluation of the ISBA-TRIP Continental Hydrological System. Part I : Comparison to GRACE Terrestrial Water Storage Estimates and In Situ River Discharges. Journal of Hydrometeorology, vol. 11, issue 3, pp. 583-600

- Noilhan, J., S. Donier, P. Lacarrère, C. Sarrat, and **P. Le Moigne** (2011), Regional-scale evaluation of a land surface scheme from atmospheric boundary layer observations, J. Geophys. Res., 116, D01104, doi :10.1029/2010JD014671.

- BRUN E., SIX D., PICARD G., VIONNET V., ARNAUD L., BAZILE E., BOONE A., BOUCHARD A., GENTHON C., GUIDARD V., **LE MOIGNE P.**, RABIER F., SEITY Y., 2011 : Snow-atmosphere coupled simulation at Dome C, Antarctica. Journal of Glaciology. Vol 52, N° 204.

- Vionnet, V., Brun, E., Morin, S., Boone, A., Faroux, S., **Le Moigne, P.**, Martin, E., and Willemet, J.-M. : The detailed snowpack scheme Crocus and its implementation in SURFEX v7.2. Geoscientific Model Development, Volume : 5, Issue : 3, Pages : 773-791, DOI : 10.5194/gmd-5-773-2012. Published : 2012.

- Bouin, M.-N, G. Caniaux, O. Traullé, D. Legain, and **P. Le Moigne** (2012), Long-term heat exchanges over a Mediterranean lagoon, Journal of Geophysical Research-Atmospheres, Volume : 117, Article Number : D23104 DOI : 10.1029/2012JD017857, Published : DEC 5 2012.

- Kourzeneva E., E. Martin, Y. Batrak and **P. Le Moigne**, 2012 : Climate data for parameterisation of lakes in Numerical Weather Prediction models. TELLUS Series A-Chemical and Physical Meteorology, Volume : 64, Article Number : 17226, DOI : 10.3402/tellusa.v64i0.17226. Published : 2012.

- Carrer, D., S. Lafont, J.-L. Roujean, J.-C. Calvet, C. Meurey, **P. Le Moigne**, and I. F. Trigo, 2012 : Incoming Solar and Infrared Radiation Derived from METEOSAT : Impact on the Modeled Land Water and Energy Budget over France, Journal of Hydrometeorology, Volume : 13, Issue : 2, Pages : 504-520, DOI : 10.1175/JHM-D-11-059.1. Published : APR 2012.

- Potes, M., Costa, MJ, Salgado, R, Bortoli, D, Serafim, A, **Le Moigne**, P, 2013 : Spectral measurements of underwater downwelling radiance of inland water bodies. TELLUS SERIES
A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY, Volume : 65, Article Number :
20774, Doi : 10.3402/tellusa.v65i0.20774. Published : 2013.

- Faroux, S., Kaptué Tchuenté, A. T., Roujean, J.-L., Masson, V., Martin, E., and **Le Moigne**, P. : ECOCLIMAP-II/Europe : a twofold database of ecosystems and surface parameters at 1 km resolution based on satellite information for use in land surface, meteorological and climate models. GEOScientific MODEL DEVELOPMENT, Volume : 6, Issue : 2, Pages : 563-582, Doi :10.5194/gmd-6-563-2013 Published : 2013.

- **Le Moigne**, P, Legain, D, Lagarde, F, Potes, M, Tzanos, D, Moulin, E, Barrie, J, Salgado, R, Messiaen, G, Fiandrino, A, Donier, S, Traulle, O, Costa, MJ, 2013 : Evaluation of the lake model FLake over a coastal lagoon during the THAUMEX field campaign. TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY, Volume : 65, Article Number : 20951, Doi : 10.3402/tellusa.v65i0.20951. Published : 2013.

- Masson, V., **P. Le Moigne**, E. Martin, S. Faroux, A. Alias, R. Alkama, S. Belamari, A. Barbu, A. Boone, F. Bouyssel, P. Brousseau, E. Brun, J.-C. Calvet, D. Carrer, B. Decharme, C. Delire, S. Donier, K. Essaouini, A.-L. Gibelin, H. Giordani, F. Habets, M. Jidane, G. Kerdraon, E. Kourzeneva, M. Lafaysse, S. Lafont, C. Lebeaupin-Brossier, A. Lemonsu, J.-F. Mahfouf, P. Marguinaud, M. Mokhtari, S. Morin, G. Pigeon, R. Salgado, Y. Seity, F. Taillefer, G.Tanguy, P. Tulet, B. Vincendon, V. Vionnet, and A. Voldoire, 2013 : The SURFEXv7.2 land and ocean surface platform for coupled or offline simulation of earth surface variables and fluxes. Geoscientific Model Development, Volume : 6, Pages : 929-960, DOI :10.5194/gmd-6-929-2013, Published : 16 JUL 2013.

2016

- **Le Moigne**, P., J., Colin, and B. Decharme, 2016 : Impact of lake surface temperatures simulated by the Flake scheme in the CNRM-CM5 climate model. TELLUS SERIES A-Dynamic Meteorology and Oceanography 2016, 68, 31274, http://dx.doi.org/10.3402/tellusa.v68.31274

- Decharme, B., E. Brun, A. Boone, C. Delire, **P. Le Moigne** and S. Morin, 2016 : Impacts of snow and organic soils parameterization on northern Eurasian soil temperature profiles simulated by the ISBA land surface model. The Cryosphere, Volume : 10, Pages : 853-877, Doi :10.5194/tc-10-853-2016, Published : APR 2016.

- Martin, E, Gascoin, S, Grusson, Y, Murgue, C, Bardeau, M, Anctil, F, Ferrant, S, Lardy, R, **Le Moigne**, P, Leenhardt, D, Rivalland, V, Perez, JMS, Sauvage, S, Therond, O, 2016 : On the Use of Hydrological Models and Satellite Data to Study the Water Budget of River Basins Affected by Human Activities : Examples from the Garonne Basin of France. Surveys in Geophysics, Volume : 37, Issue : 2, Special Issue : SI, Pages : 223-247, Doi : 10.1007/s10712-016-9366-2. Published : MAR 2016.

2017

- Faisal Hossain, Margaret Srinivasan; Craig Peterson; Alice Andral; Ed Beighley; Eric Anderson; Rashied Amini; Charon Birkett; David Bjerklie; Cheryl A Blain; Philip S Calahan; Selma Cherchali; Charles Corbett; Cedric H David; Shailen D Desai; Bradley Doorn; Jorge Escurra; Lee-Lueng Fu; Christopher Frans; John Fulton; Subhrendu Gangopadhay; Subimal Ghosh; Colin Gleason; Marielle Gosset; Jessica Hausman; Gregg Jacobs; John Jones; Yasir Kaheil; Benoit Laignel; **Patrick Le Moigne**; Li Li; Fabien Lefevre; Robert Mason; Amita Mehta; Abhijit Mukherjee; Anthony Nguyen-Robertson; Sophie Ricci; Adrien Paris; Tamlin Pavelsky; Nicolas Picot; Guy Schumann; Sudhir Shrestha; Pierre-Yves Letraon; Eric Trehubenko, 2017. Engaging the User Community for Advancing Societal Applications of the Surface Water Ocean Topography (SWOT) mission. BAMS -D-17-0161
— Raimonet, M., Oudin, L., Vautard, R., **Le Moigne**, P., Silvestre, M., Rabouille, C., Garnier, J., Thieu, V., 2017. Evaluation of reanalysis datasets for hydrological modeling. Journal of Hydrometeorology Volume : 18 Issue : 11 Pages : 3027-3041 Published : NOV 2017

— Albergel, C., S. Munier, D.J. Leroux, H. Dewaele, D. Fairbairn, A. L. Barbu, E. Gelati, W. Dorigo, S. Faroux, C. Meurey, **P. Le Moigne**, B. Decharme, J.-F. Mahfouf, J.-C. Calvet, 2017 : Sequential assimilation of satellite-derived vegetation and soil moisture products using SURFEX_v8.0 : LDAS-Monde assessment over the Euro-Mediterranean area. GEOSCIENTIFIC MODEL DEVELOPMENT Volume : 10 Issue : 10 Pages : 3889-3912 Published : OCT 25 2017

2019

— Sylvain Biancamaria, Moussa Mballo, **Patrick Le Moigne**, Jose Miguel Sanchez Perez, Gregory Espitalier-Noel, Youen Grusson, Roxelane Cakir, Vincent Hafliger, Florian Barathieu, Marhiu Trasmonte, Aaron Boone, Eric Martin, Sabine Sauvage, 2019, Total water storage variability from GRACE mission and hydrological models for a 50,000 km2 temperature watershed : the Garonne River basin (France). Journal of Hydrology : regional studies 24 (2019), https://doi.org/10.1016/j.ejrh.2019.100609

2020

— J.-P. Vergnes, N. Roux, F. Habets, P. Ackerer, N. Amraoui, F. Besson, Y. Caballero, Q. Courtois, J.-R. de Dreuzy, P. Etchevers, N. Gallois, D. Leroux, L. Longuevergnes, **P. Le Moigne**, T. Morel, S. Munier, F. Regimbeau, D. Thiéry, and P. Viennot, 2019. The AquiFR hydrometeorological modelling platform as a tool for improving groundwater resource monitoring over France : evaluation over a 60 year period. Hydrology and Earth System Sciences, 24, 633-654. doi :10.5194/hess-24-633-2020.

— Besson, F., Etchevers, P., Habets, F., **Le Moigne**, P., Rousset-Regimbeau, F., Soubeyroux, J.-M., Viel, C., and Vincendon, B., 2020 : Real-time drought monotoring : from analysis to seasonal forecast. La Houille Blanche, 106 :4, 82-92, DOI : 10.1051/lhb/2020042

— **Le Moigne**, P., Besson, F., Martin, E., Boé, J., Boone, A., Decharme, B., Etchevers, P., Faroux, S., Habets, F., Lafaysse, M., Leroux, D., and Rousset-Regimbeau, F., 2020 : The latest improvements with SURFEX v8.0 of the Safran-Isba-Modcou hydrometeorological model for France. Geosci. Model Dev., 13, 3925–3946, https://doi.org/10.5194/gmd-13-3925-2020

2021

— Piccioni, F., Casenave, C., Lemaire, B. J., **Le Moigne**, P., Dubois, P., and Vinçon-Leite, B., 2021 : The thermal response of small and shallow lakes to climate change : new insights from 3D hindcast modelling, Earth Syst. Dynam., 12, 439–456, https://doi.org/10.5194/esd-12-439-2021.

— Guinaldo, T., Munier, S., **Le Moigne**, P., Boone, A., Decharme, B., Choulga, M., and Leroux, D. J., 2021 : Parametrization of a lake water dynamics model MLake in the ISBA-CTRIP land surface system (SURFEX v8.1), Geosci. Model Dev., 14, 1309–1344, https://doi.org/10.5194/gmd-14-1309-2021.

2022

— S. Van Hyfte, **P. Le Moigne**, E. Bazile, A. Verrelle, and A. Boone. High-resolution reanalysis of daily precipitation using AROME model over France. Tellus-A, Volume 75, 27-49, https://doi.org/10.16993/tellusa.95, 2023.

— **Patrick Le Moigne**, Eric Bazile, Anning Cheng, Emanuel Dutra, John M. Edwards, William Maurel, Irina Sandu, Olivier Traullé, Etienne Vignon, Ayrton Zadra, and Weizhong Zheng. GABLS4 intercomparison of snow models at Dome C in Antarctica. The Cryosphere, 16, 2183–2202, https://doi.org/10.5194/tc-16-2183-2022, 2022.
2023

- Sobaga, A., Decharme, B., Habets, F., Delire, C., Enjelvin, N., Redon, P.-O., Faure-Catteloin, P., and **Le Moigne, P.** : Assessment of the ISBA Land Surface Model soil hydrology using four closed-form soilwater relationships and several lysimeters, Hydrol. Earth Syst. Sci., 27, 2437-2461, https://doi.org/10.5194/hess-27-2437-2023, 2023.

- Noual, G., Brunet, Y., **Le Moigne, P.**, and Lac, C. : Simulating the effects of regional forest cover and windthrow-induced cover changes on mid-latitude boundary-layer clouds. Journal of Geophysical Research, Volume 123, https://doi.org/10.1029/2023JD03847. 2023.

- Cenobio-Cruz, O., Quintana-Segui, P., **Le Moigne, P.**, Boone, A., and Garrote, L. : Assessment of the hydrological impact of an hourly precipitation distribution correction method in the SASER modeling system. Journal of Hydrology. 2023. Submitted to HESS.

- Lunel, T., Boone, A., and **Le Moigne, P.** : Influence of Irrigation on Near-Surface Conditions and Breeze Circulation : Evidence from Observations and Models. Journal of Geophysical Research. 2023. Submitted to QJRMS.

- Jimenez, M.A., Cuxart, J., Boone, A., **Le Moigne, P.**, Lunel, T., Miro, J.R., More, J., Brooke, J., and Best, M. : Land surface Interactions with the Atmosphere over the Iberian Semiarid Environment (LIAISE) : 1st mesoscale modelling intercomparison. 2023. Submitted to QJRMS.

- Ridal, M., Andrae, U., Bazile, E., Berggren, L., Brousseau, P., Dahlgren, P., Edvinsson, L., El Said, A., Glinton, M., Hagelin, S., Hopsch, S., Isaksson, L., Medeiros, P., **Le Moigne, P.**, Olsson, E., Randriamampianina, R., Schimanke, S., Unden, P., and Wang, Z.Q. : CERRA, the Copernicus European Regional Reanalysis System. 2023. In prep.

### 6.2.3 Publications dans des revues à comité de lecture

2001

- Jean-Louis Champeaux, Florence Favot, Pierre Lacarrère, **Patrick Le Moigne**, Gérard Therry, 2001 : Reconstitution de la climatologie du vent au moyen de simulations numériques à méso-échelle - Action RETIC B-95. Note de Centre GMME n° 8

2002

- **P. Le Moigne**, 2002. Description de l'analyse des champs de surface sur la France par le système SAFRAN. Note de centre GMME n°77.

2005

- D. Brion, J.-C. Calvet, **P. Le Moigne**, B. Ghattas, F. Habets, 2005 : reconstitution par arbres de régression du rayonnement visible descendant horaire sur la France continentale, à partir de données in situ et de simulations : spatialisation et vérification sur des données indépendantes. Note de Centre GMME n° 82.

2008

- Jean-Michel Soubeyroux, éric Martin, Laurent Franchisteguy, Florence Habets, Joël Noilhan, Martine Baillon, Fabienne Regimbeau, Jean-Philippe Vidal, **Patrick Le Moigne** et Sophie Morel, 2008 : Safran-Isba-Modcou (SIM), un outil pour le suivi hydrométéorologique opérationnel et les études. La Météorologie - n° 63.

2010

- L. Spinoglio, N. Epchtein, E. Masciadri, F. Lascaux, S. Hagelin, J. Stoesz, **P. Le Moigne** and J. Noilhan, European Astronomical Society Publications Series, Volume 40 : 3rd ARENA
Conference : An Astronomical Observatory at CONCORDIA (Dome C, Antarctica), 2010, pp. 55 - 64, https://doi.org/10.1051/eas/1040006

2012

- Eric Brun, Vincent Vionnet, Samuel Morin, Aaron Boone, Eric Martin, Stéphanie Faroux, **Patrick Le Moigne** et Jean-Marie Willemet, 2012 : Le modèle de manteau neigeux Crocus et ses applications, La Météorologie, N°76, Février 2012

2014

- Bazile, E., Couvreux, F., **Le Moigne, P.**, Genthon, C., Holtslag, A. A. M., Svensson : GA-BLS4 : An intercomparison case to study the stable boundary layer over the Antarctic Plateau. Global Energy and Water Exchanges News, 24(4), 2014.

2020

- **Le Moigne, P.**, et M. Minvielle, 2020 : SURFEX : une plateforme pour simuler les flux des surfaces océaniques et continentales. La Météorologie, 108, 82-87.

- F. Habets, P. Etchevers, et **P. Le Moigne**, 2020 : La représentation des surfaces continentales pour la prévision hydrologique. La Météorologie, 108, 88-92.

2022

- Boone, A., G. Canut-Rocafort, M. Lothon, J. Bellvert, M. Best, J. Brooke, J. Cuxart, O. Har-togensis, **P. Le Moigne**, J. R. Miró, J. Polcher, J. Price, P. Quintana Seguí, M. Wooster, 2022 : Campagne internationale de terrain sur les interactions de la surface terrestre avec l'atmo-sphère. La Météorologie, 116, 5-7. DOI :10.37053/lameteorologie-2022-0005

### 6.2.4 Communications lors de congrès

2023

- LIAISE Conference 2023, Influence of irrigation on land-surface interactions and the at-mospheric boundary layer in a semi-arid region ; Results from the LIAISE campaign by Tanguy Lunel et al.

- LIAISE Conference, G. Canut, P. Aressy, J. Barbié, G. Bouhours, J. Couzinier, J.C Etienne, O. Garrouste, P. Le Moigne, E. Moulin and S. Rieublanc. Surface energy balance and ther-modynamic measurements over a mobil platform on Lake Ivars during the LIAISE field campaign.

- EMS Conference 2023, G. Noual, Y. Brunet, P. Le Moigne, and C. Lac : Simulating the effects of regional forest cover and windthrow-induced cover changes on mid-latitude boundary-layer clouds.

2021

- METMED Conference 2021, P. Le Moigne, invited talk, What are the key elements to properly represent the surface and its processes in numerical models ?

2020

- Aaron A. Boone, J. Polcher, P. Quintana-Seguí, M. J. Best, J. K. Brooke, J. Cuxart, J. Bellvert, G. Canut-Rocafort, P. Le Moigne, and J. Price. Land-Surface Interactions with the Atmos-phere Over the Iberian Semi-Arid Environment (LIAISE) : Closing the Terrestrial Water Cycle. AMS meeting 2020.

- J. K. Brooke, A. Lock, M. J. Best, A. Boone, J. Cuxart, J. Polcher, J. Bellvert, G. Canut-Rocafort, P. Le Moigne, J. Price, S. Osborne, P. Quintana-Seguí, J. R. Miro. Land surface-atmosphere interactions observations and modelling framework from the LIAISE (Land
surface Interactions with the Atmosphere over the Iberian Semi-arid Environment) campaign. AMS meeting 2020.

2019

- METMED Conference 2019, P. Le Moigne, S. Donier, A. Boone : Modelling the impact of irrigation in the Ebro basin using the Meso-NH mesoscale model (preliminary study)

- EWGLAM SRNWP 2019, P. Le Moigne : Overview of ALADIN surface activities

- EMS Conference 2019, P. Le Moigne, Y. Seity, S. Faroux, D. Tzanos, M. Minvielle : Design of a high-resolution land cover database for numerical modelling applications

- AMS Conference 2019, P. Le Moigne, A. Boone, S. Biancamaria, C. Emery, T. Guinaldo, D. Leroux, S. Munier, S. Saysset, S. Ricci : Towards a Better Understanding of the Hydrological Cycle Using Altimetry

- Simon Munier, Aaron Boone, Simon Saysset, Maxime Lesaffre, Sylvain Biancamaria, Patrick Le Moigne. Assimilation of SWOT discharge into CTRIP-12D over the Ebro Basin. AGU meeting 2019.

- Delphine Leroux, Simon Munier, Florence Habets, François Besson, Fabienne Rousset, Patrick Le Moigne, Jean-Pierre Vergnes, Pascal Viennot, Pierre Etchevers, and Nadia Amraoui. Seasonal forecast of the groundwater resource in France. EMS meeting 2019.

- HABETS Florence, Roux Nicolas, AMRAOUI Nadia, BOE Julien, CABALLERO Yvan, ET-CHEVERS Pierre, GALLOIS Nicolas, LE MOIGNE Patrick, LEROUX Delphine, MOREL Thierry, MUNIER Simon, REGIMBEAU Fabienne, THIERY Dominique, VERGNES Jean-Pierre, VIENNOT Pascal. OCCURRENCE DES SECHERESSES DANS LES SOLS, LES RIVIERES ET LES NAPPES EN FRANCE AVEC AQUI-FR : ANALYSE RETROSPECTIVE SUR 60 ANS ET ELEMENTS DE PROJECTIONS. Conférence UNESCO sécheresse étiages et déficits en eau Paris 28-29 novembre 2019.

- E. BAZILE, A. VERRELLE, F. BESSON, M. GLINTON, P. LE MOIGNE. COMPARISON between REGIONAL RE-ANALYSIS and NWP FORECAST FOR SNOW. EMS meeting 2019.

2018

- ISSR Symposium Reanalysis 2018, P. Le Moigne, A. Verrelle, S. Munier, E. Bazile, R. Abida, C. Szczypta : Land Surface Hydrology in the European High-resolution Regional Reanalysis UERRA

- Roux, N., Amraoui, N., Habets, F., Le Moigne, P., Morel, T., Thiery, D., Vergnes, J.-P., Viennot, P., 2018. The Aqui-FR project : the future operational modeling platform for the main regional multilayer aquifers in France. Computational Methods in Water Resources, July 2018, St-Malo

- Eric Bazile, Antoine Verrelle, Patrick Le Moigne, Francois Besson, Rachid Abida, Camille Szczypta, and Cornel Soci, 2018. The 55 years UERRA Surface Re-Analysis over Europe at 5.5km. European Meteorological Society, 2018, 3-7 September, Budapest. Per Unden, Semjon Schimanke, Patrick Le Moigne, Eric Bazile, Martin Ridal, Esbjörn Olsson, Lars Berggren, and Roger Randriamampianina. European high resolution Regional Reanalyses in UERRA and the Copernicus Climate Change Service (C3S). European Meteorological Society, 2018, 3-7 September, Budapest.

- Patrick Le Moigne, Antoine Verrelle, Camille Szczypta, and Eric Bazile. Land Surface Hydrology in the European High-resolution Regional Reanalysis UERRA. European Meteorological Society, 2018, 3-7 September, Budapest.

- Patrick Le Moigne, Antoine Verrelle, Simon Munier, Eric Bazile, Camille Szczypta, and Rachid Abida. Land Surface Hydrology in the European High-resolution Regional Reanalysis UERRA. International Symposium on Regional Analysis, 2018, 17-19 July, Bonn.
- Patrick Le Moigne, A. Verrelle, E. Bazile, F. Besson, R. Abida, C. Szczypta. On the use of the 50-year highresolution UERRA re-analysis for a hydrometeorological application over Europe. 5th International Conference on Reanalysis, 2018, 13-17 November, Rome.

- Schimanke, S., Le Moigne, P. and colleagues. PRECISE - Production of a regional Reanalysis for Europe within the Copernicus Climate Change Services. 5th International Conference on Reanalysis, 2018, 13-17 November, Rome.

- Eric Bazile, Antoine Verrelle, Patrick Le Moigne, Francois Besson, Rachid Abida, Camille Szczypta, and Cornel Soci. The 55 years UERRA Surface Re-Analysis over Europe at 5.5km. International Symposium on Regional Analysis, 2018, 17-19 July, Bonn.

- Antoine Verrelle, Camille Birman, Eric Bazile, and Patrick Le Moigne. Performance evaluation of the mescan precipitation reanalysis system in mountainous areas during winter. European Meteorological Society, 2018, 3-7 September, Budapest.

- P. Le Moigne, S. Faroux, V. Masson, A. Boone, B. Decharme, and A., Napoly. SURFEX Eathr Surface Modelling Platform. CO2 Human Emission meeting, 2018, 24-26 January, Reading (ECMWF).

- Boone, A., Le Moigne, P., Biancamaria, S., Emery, C., and Ricci, S. : Towards a better understanding of the hydrological cycle with SWOT. SWOT-ST, 2018, 25-28 June, Montreal.

- Habets, F., Amraoui, N., Boé, J., Bonnet, R., Gallois, N., Le Moigne, P., Morel, T., Roux, N., Vergnes, J.-P., Viennot, P. 2018. Groundwater resource in northern France from XXth to XXIth centuries. Computational Methods in Water Resources, July 2018, St-Malo

2017

- P. Le Moigne, A. Boone, D. Leroux, S. Biancamaria, C. Emery, S. Ricci, B. Decharme. Preparing strategies to optimally use SWOT measurements in order to improve the global hydrological cycle including lakes and reservoirs. SWOT Application, 2017, 5-6 April, Washington.

2016

- EWGLAM SRNWP 2016, P. Le Moigne, P. Termonia, R. Hamdi : ALADIN surface activity overview

- EMS Conference 2016, P. Le Moigne, E. Bazile, W. Maurel, F. Couvreux : Sensitivity tests of the roughness length for heat to the GABLS4 experiment

- Le Moigne, P., Bazile, E., Maurel, W., and Couvreux, F. : Sensitivity tests of the roughness length for heat to the GABLS4 experiment. 16th EMS Annual Meeting and 11th European Conference on Applied Climatology (ECAC), 12-16 September 2016, Trieste, Italy

- Szczypta, C., Le Moigne, P., Decharme, B., Verrelle, A., Bazile, E., and Abida, R. : Setup and first evaluation of the coupled hydro-meteorological MESCAN-SURFEX-TRIP modelling system over Europe. 16th EMS Annual Meeting and 11th European Conference on Applied Climatology (ECAC), 12-16 September 2016, Trieste, Italy

- Besson, F., Regimbeau, F., Blanchard, M., Viel, C., Etchevers, P., Papazzoni, M., Beaulant, A.-L., Le Moigne, P., Martin, E., and Habets, F. : Operational hydro-meteorological monitoring and forecasts over France using the SAFRAN-SURFEX-MODCOU model chain. 16th EMS Annual Meeting and 11th European Conference on Applied Climatology (ECAC), 12-16 September 2016, Trieste, Italy

- Roux, N., Viennot, P., Vergnes, J.-P., Thiery, D., Rousseau, M., Regimbeau, F., Morel, T., Le Moigne, P., Habets, F., Etchervers, P., Caballero, Y., Besson, F., and Amraoui, N. : First results of the AquiFR project - assessment of the french national multimodel hydrogeologic system on past years.
- Couvreux, F., Bazile, E., Canut, G., Le Moigne, P., Maronga, B., van Stratum; B.J.H., Basu, S., Fuka, V., Edwards, J.M., Matheou, G., Moene, A., Vignon, E., Maurel, W., and Traullé, O. : LES results of the GABLS4 exercice : an intercomparison of models in extremely stable conditions over Antarctica. 22nd Symposium on Boundary Layers and Turbulence, Salt-Lake city, US, 19-24 June, 2016

- Bazile, E., Couvreux, F., and Le Moigne, P. : GABLS4 : a model inter-comparison study in extremely stable conditions. 22nd Symposium on Boundary Layers and Turbulence, Salt-Lake city, US, 19-24 June, 2016

- Verrelle, A., Le Moigne, P., Bazile, E., Abida, R., and Szczypta, C. Indirect assessment of a high-resolution precipitation reanalysis system in mountainous areas during winter. 16th EMS Annual Meeting and 11th European Conference on Applied Climatology (ECAC), 12-16 September 2016, Trieste, Italy

- Boone, A., Le Moigne, P., Biancamaria, S., Emery, C., and Ricci, S. : Towards a better understanding of the hydrological cycle with SWOT : from regional to global scales. 1st SWOT-ST, Pasadena, CA, 13-16 June 2016 Habets, F., Ackerer, P., Amraoui, N., Besson, F., Caballero, Y., de Dreuzy, J.-R., Etchevers,

- P., Le Moigne, P., Morel, T., Regimbeau, F., Rousseau, M., Rousseau-Gueutin, P., Thiéry, D., Vergnes, J.-P., Viennot, P., and Augeard, B. : Aqui-FR : a national multi-model hydrogeological system aiming at taking benefits of existing groundwater modelling applications used by stakeholders to develop new products to provide useful information for water resources management. 43rd IAH Congress, 25-29th September, 2016, Montpellier, France

2015

- AGU Conference 2015, P. Le Moigne, J. Colin, B. Decharme : Implementation and evaluation of the impact of a lake model in the French CNRM-CM global climate model

- EMS Conference 2015, P. Le Moigne, E. Bazile, F. Couvreux, G. Canut, W. Maurel : Sensitivity Tests of the Surface Characteristics in the GABLS4 Experiment

- Salgado, R., Potes, M., Policarpo, C., Le Moigne, P. and ALEX 2014 Scientific team : Interactions lake-atmosphere under Mediterranean conditions : ALEX 2014 observations and simulations. 5th International Conference on Meteorology and Climatology of the Mediterranean, Istanbul, March 2, 2015

- Moussu, F., Le Moigne, P., Le Cointe, P., Bardeau, M., Truche, C., Therond, O., Martin, E., and Habets, F. : Small farm dams modelling in highly anthropized basins : case of the Garonne catchment in the South-West of France. 8th International Congress on Environmental Modelling and Software, Toulouse, 10-14 July, 2016

- Le Moigne, P., Colin, J., and Decharme, B. : Implementation and evaluation of the impact of a lake model in the French CNRM-CM global climate model. AGU Fall Meeting, San Francisco, 14-18 December 2015

2014

- E. Bazile, O. Traullé, H. Barral, V. Guidard, A.A.M. Holtslag, P. Le Moigne, G. Svensson and T. Vihma. GABLS4 : an intercomparaison case to study the stable boundary layer on the Antarctic plateau. The World Weather Open Science Conference (WWOSC) 2014, Mont-réal, Canada

- P. Le Moigne, M. A. Jiménez, F. Couvreux, J. Cuxart. The surface characteristics effects on the DICE (DIurnal land-atmosphere Coupling Experiment) results seen by the mesonh model. 7th International Scientific Conference on the Global Water and Energy Cycle - The Hague, The Netherlands, July 2014
- M.A. Jiménez, P. Le Moigne, F. Couvreux and J. Cuxart. Sensitivity tests of the surface forcings to the DICE experiment using mesonh model. 7th International Scientific Conference on the Global Water and Energy Cycle - The Hague, The Netherlands, July 2014

- H. Barral, E. Vignon, C. Genthon, E. Bazile, O. Traullé, H. Gallée, C. Brun, F. Couvreux, P. Le Moigne. Summer diurnal cycle at Dome C, on the Antarctic plateau. Boundary Layer and Turbulence conférence AMS, Leeds 2014

2013

- Martin, E., Faroux, S., Le Moigne, P. and Dasprez, S. (2013).Le code de surface SURFEX : développement, utilisation et perspectives.Ateliers de Modélisation de l'atmosphère, Toulouse, 22-24 janvier.

### 6.2.5 Production de documentation technique

- **P. Le Moigne.** SURFEX V9.0.1 scientific documentation, 2024.

- **P. Le Moigne.** SURFEX V8.1 scientific documentation, 2018.

- **P. Le Moigne.** SURFEX V7.2 scientific documentation, 2012.

- **P. Le Moigne.** SURFEX V5.0 scientific documentation, 2009.