Banks Sommaire 6.1 Introduction, p.112 ,
115 6.3.1 Local Ensemble Transform Kalman Filter 115 6.3.2 Global Climate Model, Mars Climate Sounder, vol.116 ,
117 6.4.3 Assimilation de la variable modèle température, p.123 ,
assimilation de MCS, en proposant une réflexion sur l'assimilation de paramètres et en testant une assimilation avec une localisation modifiée. Ces pistes sont dans l'esprit du genre de méthode encorè a explorer où a inventer que j'estimê etre nécessaires pour résoudre lesprobì emes spécifiquesspécifiquesà l'assimilation martienne, evoque aussi les jeux de donnéesdonnéesà assimiler dans le futur, en complément de MCS. Notamment, dans le contexte de la mission Exomars , des observations avec une très grande couverture en heure locale sont prévues pour 2017 ,
Light fraction (Phebus et al.) Control (Phebus et al.) Silicon (Iraci et al.) Arizona test dust (Iraci et al.) Collected clay (Iraci et al.) Silicon (Trainer et al.) Silicon best fit ,
8: Valeurs expérimentales du paramètre de contact en fonction de la température dans lesétudeslesétudes effectuées par Trainer, Iraci et Phebus et al, 2009. ,
Ensemble-based simultaneous state and parameter estimation with MM5, Geophysical Research Letters, vol.134, issue.C5, p.12801, 2006. ,
DOI : 10.1029/2006GL026186
The Data Assimilation Research Testbed: A Community Facility, Bulletin of the American Meteorological Society, vol.90, issue.9, p.1283, 2009. ,
DOI : 10.1175/2009BAMS2618.1
An adaptive covariance inflation error correction algorithm for ensemble filters, Tellus A, vol.56, issue.2, pp.210-224, 2007. ,
DOI : 10.1175/1520-0493(2002)130<1913:EDAWPO>2.0.CO;2
URL : http://doi.org/10.3402/tellusa.v59i2.14925
A Monte Carlo Implementation of the Nonlinear Filtering Problem to Produce Ensemble Assimilations and Forecasts, Monthly Weather Review, vol.127, issue.12, p.2741, 1999. ,
DOI : 10.1175/1520-0493(1999)127<2741:AMCIOT>2.0.CO;2
The first Mars thermospheric general circulation model: The Martian atmosphere from the ground to 240 km, Geophysical Research Letters, vol.164, issue.4, p.4201, 2005. ,
DOI : 10.1029/2004GL021368
Parameter estimation in an intermediate complexity earth system model using an ensemble Kalman filter, Ocean Modelling, vol.8, issue.1-2, pp.135-154, 2005. ,
DOI : 10.1016/j.ocemod.2003.12.004
Inferring internal properties of Earth's core dynamics and their evolution from surface observations and a numerical geodynamo model, Nonlinear Processes in Geophysics, vol.18, issue.5, pp.657-674, 2011. ,
DOI : 10.5194/npg-18-657-2011
A Steady-State Kalman Filter for Assimilating Data from a Single Polar Orbiting Satellite, Journal of Atmospheric Sciences, vol.52, pp.737-753, 1995. ,
Traveling waves in the martian atmosphere from MGS TES Nadir data, Icarus, vol.170, issue.2, pp.365-403, 2004. ,
DOI : 10.1016/j.icarus.2004.03.015
Mars : An introduction to its interior, surface and atmosphere, p.167, 2008. ,
DOI : 10.1017/CBO9780511536069
Adaptive Sampling with the Ensemble Transform Kalman Filter. Part I: Theoretical Aspects, Monthly Weather Review, vol.129, issue.3, p.420, 2001. ,
DOI : 10.1175/1520-0493(2001)129<0420:ASWTET>2.0.CO;2
Das Problem der Wettervorhersage : betrachtet vom Standpunkte der Mechanik und der Physik, 1904. ,
Beyond Gaussian Statistical Modeling in Geophysical Data Assimilation, Monthly Weather Review, vol.138, issue.8, pp.2997-3023, 2010. ,
DOI : 10.1175/2010MWR3164.1
URL : https://hal.archives-ouvertes.fr/inria-00538648
Expanding the validity of the ensemble Kalman filter without the intrinsic need for inflation, Nonlinear Processes in Geophysics, vol.22, issue.6, pp.645-662, 2015. ,
DOI : 10.5194/npg-22-645-2015
URL : https://hal.archives-ouvertes.fr/hal-01238318
Evaluation of probabilistic prediction systems for a scalar variable, Quarterly Journal of the Royal Meteorological Society, vol.125, issue.609, pp.2131-2150, 2005. ,
DOI : 10.1256/qj.04.71
Verification of an Ensemble Prediction System against Observations, Monthly Weather Review, vol.135, issue.7, p.2688, 2007. ,
DOI : 10.1175/MWR3414.1
Handbook of Satellite Orbits : From Kepler to GPS, 2014. ,
DOI : 10.1007/978-3-319-03416-4
Optimal orbits for Mars atmosphere remote sensing, Planetary and Space Science, vol.52, issue.9, pp.789-798, 2004. ,
DOI : 10.1016/j.pss.2004.03.006
Numerical Integration of the Barotropic Vorticity Equation, Tellus, vol.2, p.237, 1950. ,
Mars Global Surveyor Thermal Emission Spectrometer experiment: Investigation description and surface science results, Mars Global Surveyor Thermal Emission Spectrometer experiment : Investigation description and surface science results, pp.23823-23872, 2001. ,
DOI : 10.1029/2000JE001370
Water Vapor Saturation at Low Altitudes around Mars Aphelion: A Key to Mars Climate?, Icarus, vol.122, issue.1, pp.36-62, 1996. ,
DOI : 10.1006/icar.1996.0108
A thermal plume model for the Martian convective boundary layer, Journal of Geophysical Research: Planets, vol.113, issue.E4, pp.1468-1487, 2013. ,
DOI : 10.1029/2007JE003012
Cloud formation under Mars Pathfinder conditions, Journal of Geophysical Research: Planets, vol.94, issue.E4, pp.9043-9054, 1999. ,
DOI : 10.1029/1998JE900018
Baroclinic Wave Transitions in the Martian Atmosphere, Icarus, vol.120, issue.2, pp.344-357, 1996. ,
DOI : 10.1006/icar.1996.0055
Thermal structure of the Martian atmosphere during the dissipation of the dust storm of 1971, Icarus, vol.24, issue.1, pp.36-46, 1975. ,
DOI : 10.1016/0019-1035(75)90156-6
Ensemble-based chemical data assimilation. I: General approach, Quarterly Journal of the Royal Meteorological Society, vol.15, issue.21, pp.1229-1243, 2007. ,
DOI : 10.1002/qj.76
Estimates of Global Analysis Error from the Global Weather Experiment Observational Network, Monthly Weather Review, vol.114, issue.9, p.1642, 1986. ,
DOI : 10.1175/1520-0493(1986)114<1642:EOGAEF>2.0.CO;2
Planetary sciences, 2015. ,
DOI : 10.1017/CBO9781316165270
Diagnosis of observation, background and analysis-error statistics in observation space, Quarterly Journal of the Royal Meteorological Society, vol.75, issue.613, pp.3385-3396, 2005. ,
DOI : 10.1256/qj.05.108
Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics, Journal of Geophysical Research, vol.109, issue.Part 4, p.10, 1978. ,
DOI : 10.1029/94JC00572
Observation of O 2 1.27 µm dayglow by SPICAM IR : Seasonal distribution for the first Martian year of Mars Express, Journal of Geophysical Research, vol.111, issue.E10, p.9, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00186454
Evidence for a bimodal size distribution for the suspended aerosol particles on Mars, Icarus, vol.231, pp.239-260, 2014. ,
DOI : 10.1016/j.icarus.2013.12.015
URL : https://hal.archives-ouvertes.fr/hal-00922672
CO2Snowfall on Mars: Simulation with a General Circulation Model, Icarus, vol.131, issue.2, pp.302-316, 1998. ,
DOI : 10.1006/icar.1997.5874
Improved general circulation models of the Martian atmosphere from the surface to above 80 km, Journal of Geophysical Research: Planets, vol.45, issue.E10, pp.24155-24176, 1999. ,
DOI : 10.1029/1999JE001025
La planète Mars, histoire d'un autre monde (secondé edition augmentée). Belin. Pour la science, 2006. ,
Le climat de la planète Mars : de l'importance despoussì eres et des régions polaires, Thèse, 1996. ,
Water and Climates on Mars, Lectures in Astrobiology, pp.103-122, 2007. ,
DOI : 10.1007/978-3-540-33693-8_4
PFS for Mars Express: A new approach to study Martian atmosphere, Advances in Space Research, vol.29, issue.2, pp.131-142, 2002. ,
DOI : 10.1016/S0273-1177(01)00562-2
Martian water vapor: Mars Express PFS/LW observations, Icarus, vol.190, issue.1, pp.32-49, 2007. ,
DOI : 10.1016/j.icarus.2007.03.003
URL : https://hal.archives-ouvertes.fr/hal-00180250
Adaptive Localization for the Ensemble-Based Observation Impact Estimate Using Regression Confidence Factors, Monthly Weather Review, vol.143, issue.6, pp.1981-2000, 2015. ,
DOI : 10.1175/MWR-D-14-00272.1
The Effect of Dust on the Temperature of the Martian Atmosphere, Journal of the Atmospheric Sciences, vol.29, issue.2, pp.400-402, 1972. ,
DOI : 10.1175/1520-0469(1972)029<0400:TEODOT>2.0.CO;2
A ground???to???exosphere Martian general circulation model: 1. Seasonal, diurnal, and solar cycle variation of thermospheric temperatures, Journal of Geophysical Research, vol.102, issue.17, pp.114-04001, 2009. ,
DOI : 10.1029/2008JE003246
Martian dust particles as condensation nuclei: A preliminary assessment of mineralogical factors, Icarus, vol.66, issue.1, pp.56-74, 1986. ,
DOI : 10.1016/0019-1035(86)90006-0
Balance and Ensemble Kalman Filter Localization Techniques, Monthly Weather Review, vol.139, issue.2, pp.511-522, 2011. ,
DOI : 10.1175/2010MWR3328.1
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.382.9345
Ensemble Kalman filter data assimilation of Thermal Emission Spectrometer temperature retrievals into a Mars GCM, Journal of Geophysical Research: Planets, vol.106, issue.E9, pp.117-11008, 2012. ,
DOI : 10.1029/2000JE001330
Identifying Martian atmospheric instabilities and their physical origins using bred vectors, Quarterly Journal of the Royal Meteorological Society, vol.29, issue.672, pp.639-653, 2013. ,
DOI : 10.1002/qj.1990
Observations of planetary waves and nonmigrating tides by the Mars Climate Sounder, Journal of Geophysical Research: Planets, vol.213, issue.7, p.3010, 2012. ,
DOI : 10.1126/science.213.4506.437
High-altitude dust layers on Mars: Observations with the Thermal Emission Spectrometer, Journal of Geophysical Research: Planets, vol.112, issue.E9, pp.1177-1194, 2013. ,
DOI : 10.1029/2007JD008447
The impact of a realistic vertical dust distribution on the simulation of the Martian General Circulation, Journal of Geophysical Research: Planets, vol.213, issue.2, pp.980-993, 2013. ,
DOI : 10.1126/science.213.4506.437
The vertical distribution of Martian aerosol particle size, Journal of Geophysical Research: Planets, vol.114, issue.E9, pp.2694-2708, 2014. ,
DOI : 10.1029/2009JE003350
Some effects of global dust storms on the atmospheric circulation of Mars, Icarus, vol.50, issue.2-3, pp.322-367, 1982. ,
DOI : 10.1016/0019-1035(82)90129-4
General circulation model simulations of the Mars Pathfinder atmospheric structure investigation/meteorology data, Journal of Geophysical Research: Planets, vol.45, issue.E4, pp.8957-8974, 1999. ,
DOI : 10.1029/1998JE900040
The effect of ground ice on the Martian seasonal CO2 cycle, Planetary and Space Science, vol.56, issue.2, pp.251-255, 2008. ,
DOI : 10.1016/j.pss.2007.08.006
Radiative effects of water ice clouds on the Martian seasonnal cycle, Fourth International Workshop on the Mars Atmosphere : Modelling and Observations Abstracts, pp.223-225, 2011. ,
Water ice clouds over the Martian tropics during northern summer, Geophysical Research Letters, vol.35, issue.E10, p.18202, 2010. ,
DOI : 10.1029/2010GL044610
Vertical distribution of dust in the Martian atmosphere during northern spring and summer: High-altitude tropical dust maximum at northern summer solstice, Journal of Geophysical Research, vol.325, issue.5936, pp.116-01007, 2011. ,
DOI : 10.1029/2010JE003692
The vertical distribution of dust in the Martian atmosphere during northern spring and summer: Observations by the Mars Climate Sounder and analysis of zonal average vertical dust profiles, Journal of Geophysical Research, vol.108, issue.E9, pp.116-04003, 2011. ,
DOI : 10.1029/2010JE003691
Seasonal and diurnal variability of detached dust layers in the tropical Martian atmosphere, Journal of Geophysical Research: Planets, vol.112, issue.2, pp.1748-1774, 2014. ,
DOI : 10.1029/2006JE002701
The annual cycle of pressure on Mars measured by Viking Landers 1 and 2, Geophysical Research Letters, vol.84, issue.3, pp.197-200, 1980. ,
DOI : 10.1029/GL007i003p00197
Temperature inversions, thermal tides, and water ice clouds in the Martian tropics, Journal of Geophysical Research, vol.33, issue.E9, p.1002, 2004. ,
DOI : 10.1029/2003JE002129
A multi-year survey of dynamics near the surface in the northern hemisphere of Mars: Short-period baroclinic waves and dust storms, Icarus, vol.219, issue.1, pp.307-320, 2012. ,
DOI : 10.1016/j.icarus.2012.03.001
An ensemble Kalman filter data assimilation system for the martian atmosphere: Implementation and simulation experiments, Icarus, vol.209, issue.2, pp.470-481, 2010. ,
DOI : 10.1016/j.icarus.2010.03.034
The statistical structure of short-range forecast errors as determined from radiosonde data. Part I : The wind field, Tellus Series A, vol.38, p.111, 1986. ,
Assimilation of Mars Global Surveyor meteorological data, Advances in Space Research, vol.23, issue.11, pp.1899-1902, 1999. ,
DOI : 10.1016/S0273-1177(99)00273-2
Data Assimilation Using an Ensemble Kalman Filter Technique, Monthly Weather Review, vol.126, issue.3, p.796, 1998. ,
DOI : 10.1175/1520-0493(1998)126<0796:DAUAEK>2.0.CO;2
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.3.1706
Model Error Representation in an Operational Ensemble Kalman Filter, Monthly Weather Review, vol.137, issue.7, pp.2126-2143, 2009. ,
DOI : 10.1175/2008MWR2737.1
Efficient data assimilation for spatiotemporal chaos: A local ensemble transform Kalman filter, Physica D: Nonlinear Phenomena, vol.230, issue.1-2, pp.112-126, 2007. ,
DOI : 10.1016/j.physd.2006.11.008
Unified Notation for Data Assimilation : Operational, Sequential and Variational, Journal of the Meteorological Society of Japan. Ser. II, issue.1B, pp.75181-189, 1997. ,
Water ice cloud formation on Mars is more difficult than presumed: Laboratory studies of ice nucleation on surrogate materials, Icarus, vol.210, issue.2, pp.985-991, 2010. ,
DOI : 10.1016/j.icarus.2010.07.020
The seasonal and global behavior of water vapor in the Mars atmosphere: Complete global results of the Viking Atmospheric Water Detector Experiment, Journal of Geophysical Research, vol.288, issue.B4, pp.2999-3019, 1982. ,
DOI : 10.1029/JB087iB04p02999
Modeling the Martian dust cycle and surface dust reservoirs with the NASA Ames general circulation model, Journal of Geophysical Research, vol.108, issue.E9, p.1116008, 2006. ,
DOI : 10.1029/2005JE002588
Atmospheric modeling, data assimilation and predictability, 2003. ,
DOI : 10.1017/CBO9780511802270
Mars Climate Sounder limb profile retrieval of atmospheric temperature, pressure, and dust and water ice opacity, Journal of Geophysical Research: Planets, vol.112, issue.E9, pp.114-10006, 2009. ,
DOI : 10.1029/2006JE002701
A single-scattering approximation for infrared radiative transfer in limb geometry in the Martian atmosphere, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.112, issue.10, pp.1568-1580, 2011. ,
DOI : 10.1016/j.jqsrt.2011.03.006
The semidiurnal tide in the middle atmosphere of Mars Atmospheric chemistry suite (ACS) : a set of infrared spectrometers for atmospheric measurements on board ExoMars trace gas orbiter, Infrared Remote Sensing and Instrumentation XXI of Proceedings of the SPIE, p.886709, 2013. ,
Data assimilation: making sense of Earth Observation, Frontiers in Environmental Science, vol.64, 2010. ,
DOI : 10.1002/fld.2153
URL : http://doi.org/10.3389/fenvs.2014.00016
Thermal tides in the Martian middle atmosphere as seen by the Mars Climate Sounder, Journal of Geophysical Research, vol.213, issue.7, p.3005, 2009. ,
DOI : 10.1029/2008JE003285
Demonstration of ensemble data assimilation for Mars using DART, MarsWRF, and radiance observations from MGS TES, Journal of Geophysical Research, vol.108, issue.E9, pp.116-11011, 2011. ,
DOI : 10.1029/2011JE003815
Three-dimensional modeling of ozone on Mars, Journal of Geophysical Research, vol.50, issue.E10, p.7004, 2004. ,
DOI : 10.1029/2004JE002268
Heterogeneous chemistry in the atmosphere of Mars, Nature, vol.168, issue.7207, pp.971-975, 2008. ,
DOI : 10.1038/nature07116
Empirical Localization of Observations for Serial Ensemble Kalman Filter Data Assimilation in an Atmospheric General Circulation Model, Monthly Weather Review, vol.142, issue.5, pp.1835-1851, 2014. ,
DOI : 10.1175/MWR-D-13-00288.1
The use of adjoint equations to solve a variational adjustment problem with advective constraints, Tellus Series A, vol.37, p.309, 1985. ,
Atmospheric tides in a Mars general circulation model with data assimilation, Advances in Space Research, vol.36, issue.11, pp.2162-2168, 2005. ,
DOI : 10.1016/j.asr.2005.05.122
An operational data assimilation scheme for the martian atmosphere, Advances in Space Research, vol.16, issue.6, 1995. ,
DOI : 10.1016/0273-1177(95)00244-9
Martian atmospheric data assimilation with a simplified general circulation model: orbiter and lander networks, Planetary and Space Science, vol.44, issue.11, pp.1395-1409, 1996. ,
DOI : 10.1016/S0032-0633(96)00058-X
Data assimilation with a Martian atmospheric GCM: An example using thermal data, Advances in Space Research, vol.19, issue.8, pp.1267-1270, 1997. ,
DOI : 10.1016/S0273-1177(97)00280-9
A climate database for Mars, Journal of Geophysical Research: Planets, vol.98, issue.2, pp.24177-24194, 1999. ,
DOI : 10.1029/1999JE001024
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.129.9093
Assimilation of thermal emission spectrometer atmospheric data during the Mars Global Surveyor aerobraking period, Icarus, vol.192, issue.2, pp.327-347, 2007. ,
DOI : 10.1016/j.icarus.2007.08.009
The solsticial pause on Mars: 1. A planetary wave reanalysis, Icarus, vol.264, pp.456-464, 2016. ,
DOI : 10.1016/j.icarus.2015.08.039
URL : http://doi.org/10.1016/j.icarus.2015.08.039
Simultaneous estimation of covariance inflation and observation errors within an ensemble Kalman filter, Quarterly Journal of the Royal Meteorological Society, vol.134, issue.639, pp.523-533, 2009. ,
DOI : 10.1002/qj.371
Effective assimilation of global precipitation: simulation experiments, Tellus A, vol.123, issue.0, 2013. ,
DOI : 10.1175/2010JHM1271.1
The Meteorological Office analysis correction data assimilation scheme, Quarterly Journal of the Royal Meteorological Society, vol.114, issue.497, pp.59-89, 1991. ,
DOI : 10.1002/qj.49711749704
The emergence of numerical weather prediction : Richardson's dream, 2006. ,
Nucleation studies in the Martian atmosphere, Journal of Geophysical Research, vol.100, issue.E4, p.2002, 2005. ,
DOI : 10.1029/2004JE002308
Mesospheric Clouds on Mars and on Earth, pp.393-413, 2013. ,
Revisiting the radiative impact of dust on Mars using the LMD Global Climate Model, Journal of Geophysical Research, vol.114, issue.47, p.11010, 2011. ,
DOI : 10.1029/2011JE003855
URL : https://hal.archives-ouvertes.fr/hal-01120102
The influence of radiatively active water ice clouds on the Martian climate, Geophysical Research Letters, vol.108, issue.E9, p.23202, 2012. ,
DOI : 10.1029/2003JE002057
URL : https://hal.archives-ouvertes.fr/hal-01115801
Abundance and Isotopic Composition of Gases in the Martian Atmosphere from the Curiosity Rover, Science, vol.341, issue.6143, pp.263-266, 2013. ,
DOI : 10.1126/science.1237966
URL : https://hal.archives-ouvertes.fr/hal-01303034
Evidence of Water Vapor in Excess of Saturation in the Atmosphere of Mars, Science, vol.333, issue.6051, p.1868, 2011. ,
DOI : 10.1126/science.1207957
URL : https://hal.archives-ouvertes.fr/hal-00633419
Annual survey of water vapor vertical distribution and water???aerosol coupling in the martian atmosphere observed by SPICAM/MEx solar occultations, Icarus, vol.223, issue.2, pp.942-962, 2013. ,
DOI : 10.1016/j.icarus.2012.12.012
URL : https://hal.archives-ouvertes.fr/hal-00768924
Mars Climate Sounder: An investigation of thermal and water vapor structure, dust and condensate distributions in the atmosphere, and energy balance of the polar regions, Journal of Geophysical Research, vol.112, issue.E2, pp.5-06, 2007. ,
DOI : 10.1029/2006JE002790
Structure and dynamics of the Martian lower and middle atmosphere as observed by the Mars Climate Sounder: Seasonal variations in zonal mean temperature, dust, and water ice aerosols, Journal of Geophysical Research, vol.112, issue.2, pp.115-12016, 2010. ,
DOI : 10.1029/2010JE003677
Solar system astrophysics, 2008. ,
The Gaussian Approach to Adaptive Covariance Inflation and Its Implementation with the Local Ensemble Transform Kalman Filter, Monthly Weather Review, vol.139, issue.5, pp.1519-1535, 2011. ,
DOI : 10.1175/2010MWR3570.1
Ensemble Kalman Filter and 4D-Var Intercomparison with the Japanese Operational Global Analysis and Prediction System, Monthly Weather Review, vol.138, issue.7, pp.2846-2866, 2010. ,
DOI : 10.1175/2010MWR3209.1
Localizing the error covariance by physical distances within a local ensemble transform Kalman filter (LETKF) Scientific Online Letters on the Atmosphere, pp.89-92, 2007. ,
Interannual variability of Martian dust storms in assimilation of several years of Mars global surveyor observations, Advances in Space Research, vol.36, issue.11, pp.2146-2155, 2005. ,
DOI : 10.1016/j.asr.2005.07.047
Validation of martian meteorological data assimilation for MGS/TES using radio occultation measurements, Icarus, vol.185, issue.1, pp.113-132, 2006. ,
DOI : 10.1016/j.icarus.2006.07.012
Eight-year climatology of dust optical depth on Mars, Icarus, vol.251, pp.65-95, 2015. ,
DOI : 10.1016/j.icarus.2014.12.034
New insights into Martian dust distribution and water-ice cloud microphysics, Journal of Geophysical Research, vol.95, issue.D9, p.5037, 2002. ,
DOI : 10.1029/2001JE001520
Origin and role of water ice clouds in the Martian water cycle as inferred from a general circulation model, Journal of Geophysical Research, vol.98, issue.E10, pp.109-10004, 2004. ,
DOI : 10.1029/2004JE002284
Transient eddies in the MACDA Mars reanalysis, Journal of Geophysical Research: Planets, vol.35, issue.14, pp.1671-1696, 2015. ,
DOI : 10.1029/2007GL032405
Simulating the interannual variability of major dust storms on Mars using variable lifting thresholds, Icarus, vol.223, issue.1, pp.344-358, 2013. ,
DOI : 10.1016/j.icarus.2012.12.003
The solsticial pause on Mars: 2 modelling and investigation of causes, Icarus, vol.264, pp.465-477, 2016. ,
DOI : 10.1016/j.icarus.2015.08.038
Estimating the variability of contact parameter temperature dependence with the Monte Carlo Markov Chain method, GeoResJ, pp.3-4, 2014. ,
Global climate modeling of the Martian water cycle with improved microphysics and radiatively active water ice clouds, Journal of Geophysical Research: Planets, vol.35, issue.E5, pp.1479-1495, 2014. ,
DOI : 10.1029/2007GL032405
URL : https://hal.archives-ouvertes.fr/hal-01044402
Detection of detached dust layers in the Martian atmosphere from their thermal signature using assimilation, Geophysical Research Letters, vol.118, issue.8, pp.6620-6626, 2014. ,
DOI : 10.1002/jgre.20046
Investigating atmospheric predictability on Mars using breeding vectors in a general-circulation model, Quarterly Journal of the Royal Meteorological Society, vol.98, issue.603, pp.2971-2989, 2004. ,
DOI : 10.1256/qj.03.209
Water ice nucleation characteristics of JSC Mars-1 regolith simulant under simulated Martian atmospheric conditions, Journal of Geophysical Research, vol.41, issue.E9, p.4009, 2011. ,
DOI : 10.1029/2010JE003699
Principles of planetary climate, 2010. ,
DOI : 10.1017/CBO9780511780783
Apparent thermal inertia and the surface heterogeneity of Mars, Icarus, vol.191, issue.1, pp.68-94, 2007. ,
DOI : 10.1016/j.icarus.2007.05.013
The potential importance of non-local, deep transport on the energetics, momentum, chemistry, and aerosol distributions in the atmospheres of Earth, Mars, and Titan, Planetary and Space Science, vol.60, issue.1, pp.147-154, 2012. ,
DOI : 10.1016/j.pss.2011.07.015
Simulation of the atmospheric thermal circulation of a martian volcano using a mesoscale numerical model, Nature, vol.286, issue.6908, pp.697-699, 2002. ,
DOI : 10.1006/icar.2001.6605
The Martian climate revisited : Atmosphere and Environment of a desert planet, 2004. ,
The physics of Martian weather and climate: a review, Reports on Progress in Physics, vol.78, issue.12, p.125901, 2015. ,
DOI : 10.1088/0034-4885/78/12/125901
Weather prediction by numerical process, 1922. ,
DOI : 10.1017/CBO9780511618291
Investigation of the nature and stability of the Martian seasonal water cycle with a general circulation model, Journal of Geophysical Research, vol.98, issue.12, p.5031, 2002. ,
DOI : 10.1029/2001JE001536
PlanetWRF: A general purpose, local to global numerical model for planetary atmospheric and climate dynamics, Journal of Geophysical Research, vol.52, issue.5, 2007. ,
DOI : 10.1029/2006JE002825
Assessing atmospheric predictability on Mars using numerical weather prediction and data assimilation, Quarterly Journal of the Royal Meteorological Society, vol.35, issue.651, pp.1614-1635, 2010. ,
DOI : 10.1002/qj.677
Parameter Estimation Using Ensemble-Based Data Assimilation in the Presence of Model Error, Monthly Weather Review, vol.143, issue.5, pp.1568-1582, 2015. ,
DOI : 10.1175/MWR-D-14-00017.1
Estimating Model Parameters with Ensemble-Based Data Assimilation: Parameter Covariance Treatment, Journal of the Meteorological Society of Japan. Ser. II, vol.91, issue.4, pp.453-469, 2013. ,
DOI : 10.2151/jmsj.2013-403
Estimating Model Parameters with Ensemble-Based Data Assimilation: A Review, Journal of the Meteorological Society of Japan. Ser. II, vol.91, issue.2, pp.79-99, 2013. ,
DOI : 10.2151/jmsj.2013-201
An introduction to planetary atmospheres, 2011. ,
Parameter estimation using data assimilation in an atmospheric general circulation model: From a perfect toward the real world, Journal of Advances in Modeling Earth Systems, vol.14, issue.1, pp.58-70, 2013. ,
DOI : 10.1029/2012MS000167
Parameter estimation by ensemble Kalman filters with transformed data: Approach and application to hydraulic tomography, Water Resources Research, vol.42, issue.7, p.4502, 2012. ,
DOI : 10.1029/2011WR010462
Atmospheric chemistry and physics of air pollution, 1986. ,
Interannual variability in TES atmospheric observations of Mars during 1999???2003, Icarus, vol.167, issue.1, pp.148-165, 2004. ,
DOI : 10.1016/j.icarus.2003.09.010
Spacecraft Observations of the Martian Atmosphere, Annual Review of Earth and Planetary Sciences, vol.36, issue.1, pp.191-219, 2008. ,
DOI : 10.1146/annurev.earth.36.031207.124334
Thermal Emission Spectrometer results: Mars atmospheric thermal structure and aerosol distribution, Journal of Geophysical Research: Planets, vol.104, issue.E10, pp.23929-23945, 2001. ,
DOI : 10.1029/2000JE001321
Thermal Emission Spectrometer Observations of Martian Planet-Encircling Dust Storm 2001A, Icarus, vol.157, issue.1, pp.259-263, 2001. ,
DOI : 10.1006/icar.2001.6797
Vertical distribution of dust and water ice aerosols from CRISM limb-geometry observations, Journal of Geophysical Research: Planets, vol.112, issue.2, pp.321-334, 2013. ,
DOI : 10.1029/2006JE002701
Ionosphere state and parameter estimation using the Ensemble Square Root Filter and the global three-dimensional first-principle model. Space Weather, p.7004, 2012. ,
Rocket dust storms and detached dust layers in the Martian atmosphere, Journal of Geophysical Research: Planets, vol.98, issue.E2, pp.746-767, 2013. ,
DOI : 10.1029/2009JE003350
URL : https://hal.archives-ouvertes.fr/hal-01321113
Letter to the Editor: the Detection of Water Vapor on Mars., The Astrophysical Journal, vol.137, p.1319, 1963. ,
DOI : 10.1086/147613
The radiative impact of water ice clouds from a reanalysis of Mars Climate Sounder data, Geophysical Research Letters, vol.35, issue.13, pp.4471-4478, 2014. ,
DOI : 10.1029/2007GL032405
The seasonal cycle of water vapour on Mars from assimilation of Thermal Emission Spectrometer data, Icarus, vol.237, pp.97-115, 2014. ,
DOI : 10.1016/j.icarus.2014.04.017
URL : https://hal.archives-ouvertes.fr/hal-00984049
Variational Assimilation of Meteorological Observations With the Adjoint Vorticity Equation. I: Theory, Quarterly Journal of the Royal Meteorological Society, vol.8, issue.10, pp.1311-1328, 1987. ,
DOI : 10.1002/qj.49711347812
Evaluation of probabilistic prediction systems, Proc. ECMWF Workshop on Predictability, p.25, 1997. ,
Investigation of water vapor on Mars with PFS/SW of Mars Express, Icarus, vol.195, issue.2, pp.557-575, 2008. ,
DOI : 10.1016/j.icarus.2008.01.018
URL : https://hal.archives-ouvertes.fr/hal-00541673
Simulations of the martian hydrologic cycle with a general circulation model: Implications for the ancient martian climate, Icarus, vol.226, issue.1, pp.229-250, 2013. ,
DOI : 10.1016/j.icarus.2013.05.014
Particle Filtering in Geophysical Systems, Monthly Weather Review, vol.137, issue.12, p.4089, 2009. ,
DOI : 10.1175/2009MWR2835.1
An atmospheric process to explain the formation of the detached layers of dust on Mars : GCM modelling, validation and comparison with observations, EGU General Assembly Conference Abstracts, p.13075, 2015. ,
Martian clouds observed by Mars Global Surveyor Mars Orbiter Camera, Journal of Geophysical Research, vol.105, issue.E10, p.5078, 2002. ,
DOI : 10.1029/2001JE001815
The origin, evolution, and trajectory of large dust storms on Mars during Mars years, Icarus, vol.251, pp.24-30112, 1999. ,
Relationship between frontal dust storms and transient eddy activity in the northern hemisphere of Mars as observed by Mars Global Surveyor, Journal of Geophysical Research, vol.29, issue.14, p.110, 2005. ,
DOI : 10.1029/2005JE002423
A Comparison of Breeding and Ensemble Transform Kalman Filter Ensemble Forecast Schemes, Journal of the Atmospheric Sciences, vol.60, issue.9, pp.1140-1158, 2003. ,
DOI : 10.1175/1520-0469(2003)060<1140:ACOBAE>2.0.CO;2
Optical constants of ice from the ultraviolet to the microwave, Applied Optics, vol.23, issue.8, pp.1206-1225, 1984. ,
DOI : 10.1364/AO.23.001206
A general circulation model simulation of the Martian polar warming, Geophysical Research Letters, vol.45, issue.2, pp.123-126, 1997. ,
DOI : 10.1029/96GL03814
Water Ice Clouds and thermal Structure in the Martian Tropics as Revealed by Mars Climate Sounder, Mars Atmosphere : Modelling and observation, pp.219-222, 2011. ,
Influence of water ice clouds on nighttime tropical temperature structure as seen by the Mars Climate Sounder, Geophysical Research Letters, vol.35, issue.10, pp.3375-3381, 2014. ,
DOI : 10.1029/2007GL032405
Comprehensive Model Simulation of Thermal Tides in the Martian Atmosphere, Journal of the Atmospheric Sciences, vol.53, issue.9, pp.1290-1326, 1996. ,
DOI : 10.1175/1520-0469(1996)053<1290:CMSOTT>2.0.CO;2
Diurnal variation and radiative influence of Martian water ice clouds, Geophysical Research Letters, vol.108, issue.E9, p.2710, 2007. ,
DOI : 10.1029/2006GL027976
Influence of water ice clouds on Martian tropical atmospheric temperatures, Geophysical Research Letters, vol.34, issue.7, p.7202, 2008. ,
DOI : 10.1029/2007GL032405
Wavelength dependence of dust aerosol single scattering albedo as observed by the Compact Reconnaissance Imaging Spectrometer, Journal of Geophysical Research, vol.111, issue.E9, pp.0-04, 2009. ,
DOI : 10.1029/2009JE003350
Assimilation of Mars Global Surveyor atmospheric temperature data into a general circulation model, Journal of Geophysical Research: Planets, vol.105, issue.E12, pp.32863-32877, 2001. ,
DOI : 10.1029/2000JE001330
Impact of assimilation window length on diurnal features in a Mars atmospheric analysis, Tellus A, vol.67, issue.0, pp.67-2015 ,
DOI : 10.1029/2008JE003120
Diurnal Tide in the Martian Atmosphere, Journal of the Atmospheric Sciences, vol.33, issue.2, pp.321-337, 1976. ,
DOI : 10.1175/1520-0469(1976)033<0321:DTITMA>2.0.CO;2
An overview of the Mars Reconnaissance Orbiter (MRO) science mission, Journal of Geophysical Research, vol.98, issue.E5, p.5, 2007. ,
DOI : 10.1029/2006JE002701
Dynamics of the atmosphere of Mars, Mars, pp.835-933, 1992. ,