C. G. Bardeen, A. Gettelman, E. J. Jensen, A. Heymsfield, A. J. Conley et al., Improved cirrus simulations in a general circulation model using CARMA sectional microphysics, Journal of Geophysical Research: Atmospheres, vol.26, issue.5, pp.11679-11697, 2013.
DOI : 10.1029/2008JD010015
URL : https://hal.archives-ouvertes.fr/hal-00871696

A. Battaglia and J. Delanoë, Synergies and complementarities of CloudSat-CALIPSO snow observations, Journal of Geophysical Research: Atmospheres, vol.115, issue.D00H13, pp.721-731, 2013.
DOI : 10.1029/2009JD012143
URL : https://hal.archives-ouvertes.fr/hal-00777024

S. Bony and J. Dufresne, Marine boundary layer clouds at the heart of tropical cloud feedback uncertainties in climate models, Geophysical Research Letters, vol.109, issue.24, pp.10-1029, 2005.
DOI : 10.1029/2005GL023851

M. Ceccaldi, J. Delanoë, R. J. Hogan, N. L. Pounder, A. Protat et al., From CloudSat-CALIPSO to EarthCare: Evolution of the DARDAR cloud classification and its comparison to airborne radar-lidar observations, Journal of Geophysical Research: Atmospheres, vol.51, issue.12, pp.7962-7981, 2013.
DOI : 10.1175/JAMC-D-11-0265.1
URL : https://hal.archives-ouvertes.fr/hal-00835305

M. Chahine, T. Pagano, T. S. Aumann, H. H. Atlas, R. Barnet et al., AIRS: Improving Weather Forecasting and Providing New Data on Greenhouse Gases, Bulletin of the American Meteorological Society, vol.87, issue.7, pp.911-92610, 1175.
DOI : 10.1175/BAMS-87-7-911

G. Chalon, F. Cayla, and D. Diebel, IASI: an advanced sounder for operational meteorology, Proceedings of the 52nd Congress of IAF, pp.1-5, 2001.

S. A. Clough, M. W. Shephard, E. J. Mlawer, J. S. Delamere, M. J. Iacono et al., Atmospheric radiative transfer modeling: a summary of the AER codes, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.91, issue.2, pp.233-244, 2005.
DOI : 10.1016/j.jqsrt.2004.05.058

J. Delanoë and R. J. Hogan, A variational scheme for retrieving ice cloud properties from combined radar, lidar, and infrared radiometer, Journal of Geophysical Research, vol.4893, issue.5, pp.10-1029, 2008.
DOI : 10.1029/2007JD009000

J. Delanoë and R. J. Hogan, Combined CloudSat-CALIPSO-MODIS retrievals of the properties of ice clouds, Journal of Geophysical Research, vol.34, issue.D7, pp.0-2910, 2010.
DOI : 10.1029/2009JD012346

J. Delanoë, R. J. Hogan, R. M. Forbes, A. Bodas-salcedo, and T. H. Stein, Evaluation of ice cloud representation in the ECMWF and UK Met Office models using CloudSat and CALIPSO data, Quarterly Journal of the Royal Meteorological Society, vol.4893, issue.661, pp.2064-2078, 2011.
DOI : 10.1002/qj.882

J. Delanoë, A. Protat, O. Jourdan, J. Pelon, M. Papazzoni et al., Comparison of Airborne In Situ, Airborne Radar???Lidar, and Spaceborne Radar???Lidar Retrievals of Polar Ice Cloud Properties Sampled during the POLARCAT Campaign, Journal of Atmospheric and Oceanic Technology, vol.30, issue.1, pp.57-73, 2013.
DOI : 10.1175/JTECH-D-11-00200.1

M. Deng, G. G. Mace, Z. Wang, L. , and R. P. , Evaluation of Several A-Train Ice Cloud Retrieval Products with In Situ Measurements Collected during the SPARTICUS Campaign, Journal of Applied Meteorology and Climatology, vol.52, issue.4, pp.1014-1030, 2013.
DOI : 10.1175/JAMC-D-12-054.1

S. Eliasson, S. A. Buehler, M. Milz, P. Eriksson, J. et al., Assessing observed and modelled spatial distributions of ice water path using satellite data, Atmospheric Chemistry and Physics, vol.11, issue.1, pp.375-39110, 2011.
DOI : 10.5194/acp-11-375-2011

S. Eliasson, G. Holl, S. A. Buehler, T. Kuhn, M. Stengel et al., Systematic and random errors between collocated satellite ice water path observations, Journal of Geophysical Research: Atmospheres, vol.41, issue.14, pp.2629-264210, 2012.
DOI : 10.1029/2010JD013835
URL : https://pure.ltu.se/ws/files/42944968/eliasson13_systematic_jgr.pdf

F. Faijan, L. Lavanant, and F. Rabier, Towards the use of cloud microphysical properties to simulate IASI spectra in an operational context, Journal of Geophysical Research: Atmospheres, vol.11, issue.9, pp.10-1029, 2012.
DOI : 10.1175/1520-0442(1998)011<1793:TERIIC>2.0.CO;2

A. G. Feofilov and A. A. Kutepov, Infrared Radiation in the Mesosphere and Lower Thermosphere: Energetic Effects and Remote Sensing, Surveys in Geophysics, vol.3756, issue.11, pp.1231-1280, 2012.
DOI : 10.1007/s10712-012-9204-0
URL : https://hal.archives-ouvertes.fr/hal-01113579

Q. Fu, An Accurate Parameterization of the Solar Radiative Properties of Cirrus Clouds for Climate Models, Journal of Climate, vol.9, issue.9, pp.2058-2082, 1996.
DOI : 10.1175/1520-0442(1996)009<2058:AAPOTS>2.0.CO;2

J. Gayet, V. Shcherbakov, L. Bugliaro, A. Protat, J. Delanoë et al., Microphysical properties and high ice water content in continental and oceanic mesoscale convective systems and potential implications for commercial aircraft at flight altitude, Atmospheric Chemistry and Physics, vol.14, issue.2, pp.899-91210, 2014.
DOI : 10.5194/acp-14-899-2014
URL : https://hal.archives-ouvertes.fr/hal-00861103

A. Guignard, C. J. Stubenrauch, A. J. Baran, and R. Armante, Bulk microphysical properties of semi-transparent cirrus from AIRS: a six year global climatology and statistical analysis in synergy with geometrical profiling data from CloudSat-CALIPSO, Atmospheric Chemistry and Physics, vol.12, issue.1, pp.503-52510, 2012.
DOI : 10.5194/acp-12-503-2012
URL : https://hal.archives-ouvertes.fr/hal-01111221

T. Haladay and G. Stephens, Characteristics of tropical thin cirrus clouds deduced from joint CloudSat and CALIPSO observations, Journal of Geophysical Research, vol.34, issue.D12, pp.0-2510, 2009.
DOI : 10.1029/2008JD010675

J. M. Haynes, G. L. Stephens, and G. L. , Tropical oceanic cloudiness and the incidence of precipitation: Early results from CloudSat, Geophysical Research Letters, vol.43, issue.9, pp.10-1029, 2007.
DOI : 10.1029/2004RG000158

A. J. Heymsfield and J. Iaquinta, Cirrus Crystal Terminal Velocities, Journal of the Atmospheric Sciences, vol.57, issue.7, pp.916-938, 2000.
DOI : 10.1175/1520-0469(2000)057<0916:CCTV>2.0.CO;2

R. Holz, S. A. Ackerman, P. Antonelli, F. Nagle, R. O. Knuteson et al., -Slicing Cloud-Top Altitude Retrieval, Journal of Atmospheric and Oceanic Technology, vol.23, issue.5, pp.653-670, 2008.
DOI : 10.1175/JTECH1877.1
URL : https://hal.archives-ouvertes.fr/hal-01160174

Y. Hu, M. Vaughan, Z. Liu, B. Lin, P. Yang et al., The depolarization - attenuated backscatter relation: CALIPSO lidar measurements vs. theory, Optics Express, vol.15, issue.9, pp.5327-5332, 2007.
DOI : 10.1364/OE.15.005327

Y. X. Hu and K. Stamnes, An Accurate Parameterization of the Radiative Properties of Water Clouds Suitable for Use in Climate Models, Journal of Climate, vol.6, issue.4, pp.728-742, 1993.
DOI : 10.1175/1520-0442(1993)006<0728:AAPOTR>2.0.CO;2

Y. Huang, S. T. Siems, M. J. Manton, A. Protat, and J. Delanoë, A study on the low-altitude clouds over the Southern Ocean using the DARDAR-MASK, Journal of Geophysical Research: Atmospheres, vol.73, issue.4, pp.10-1029, 2012.
DOI : 10.1016/j.atmosres.2004.10.006
URL : https://hal.archives-ouvertes.fr/hal-00724011

M. J. Iacono, E. J. Mlawer, S. A. Clough, and J. Morcrette, Impact of an improved longwave radiation model, RRTM, on the energy budget and thermodynamic properties of the NCAR community climate model, CCM3, Journal of Geophysical Research: Atmospheres, vol.103, issue.D11, pp.14873-14890, 2000.
DOI : 10.1029/2000JD900091

C. Jouan, E. Girard, J. Pelon, I. Gultepe, J. Delanoë et al., Characterization of Arctic ice cloud properties observed during ISDAC, Journal of Geophysical Research: Atmospheres, vol.82, issue.C10, pp.10-1029, 2012.
DOI : 10.1021/ac1013892
URL : https://hal.archives-ouvertes.fr/hal-00769659

C. Jouan, J. Pelon, E. Girard, G. Ancellet, J. P. Blanchet et al., On the relationship between Arctic ice clouds and polluted air masses over the North Slope of Alaska, Atmos. Chem. Phys, vol.145194, pp.1205-122410, 1205.
URL : https://hal.archives-ouvertes.fr/hal-00789168

B. Kärcher and U. Lohmann, A parameterization of cirrus cloud formation: Homogeneous freezing of supercooled aerosols, Journal of Geophysical Research, vol.125, issue.D2, pp.4-5, 2002.
DOI : 10.1029/2001JD000470

J. Key and A. J. Schweiger, Tools for atmospheric radiative transfer: Streamer and FluxNet, Computers & Geosciences, vol.24, issue.5, pp.443-451, 1998.
DOI : 10.1016/S0098-3004(97)00130-1

E. Kienast-sjögren, P. Spichtinger, and K. Gierens, Formulation and test of an ice aggregation scheme for two-moment bulk microphysics schemes, Atmos. Chem. Phys, vol.135194, pp.9021-903710, 2013.

X. Liao, W. B. Rossow, R. , and D. , Comparison between SAGE II and ISCCP high-level clouds: 2. Locating cloud tops, Journal of Geophysical Research: Atmospheres, vol.91, issue.D1, pp.1137-1147, 1995.
DOI : 10.1029/94JD02430

G. G. Mace, Q. Zhang, M. Vaughan, R. Marchand, G. Stephens et al., A description of hydrometeor layer occurrence statistics derived from the first year of merged Cloudsat and CALIPSO data, Journal of Geophysical Research, vol.110, pp.0-2610, 2009.
DOI : 10.1029/2007JD009755

E. Martins, V. Noel, and H. Chepfer, Properties of cirrus and subvisible cirrus from nighttime Cloud-Aerosol Lidar with Orthogonal Polarization (CALIOP), related to atmospheric dynamics and water vapor, Journal of Geophysical Research, vol.8, issue.48, pp.10-1029, 2011.
DOI : 10.1029/2010JD014519
URL : https://hal.archives-ouvertes.fr/hal-01120100

S. Mason, C. Jakob, A. Protat, and J. Delanoë, Characterizing Observed Midtopped Cloud Regimes Associated with Southern Ocean Shortwave Radiation Biases, Journal of Climate, vol.27, issue.16, pp.6189-6203, 2014.
DOI : 10.1175/JCLI-D-14-00139.1

E. J. Mlawer and S. A. Clough, On the extension of rapid radiative transfer model to the shortwave region, Proceedings of the 6th Atmospheric Radiation Measurement (ARM) Science Team Meeting, p.9603149, 1997.

E. J. Mlawer and S. A. Clough, Shortwave and long-wave enhancements in the rapid radiative transfer model, Proceedings of the 7th Atmospheric Radiation Measurement (ARM) Science Team Meeting, p.970365, 1998.

E. J. Mlawer, S. J. Taubman, P. D. Brown, M. J. Iacono, and S. A. Clough, Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave, Journal of Geophysical Research: Atmospheres, vol.52, issue.D14, pp.16663-16682, 1997.
DOI : 10.1029/97JD00237

J. Morcrette, Impact of the radiation-transfer scheme RRTM in the ECMWF forecasting system, ECMWF Newsletter, issue.91, 2001.

L. Oreopoulos, E. Mlawer, J. Delamere, T. Shippert, J. Cole et al., The Continual Intercomparison of Radiation Codes: Results from Phase I, Journal of Geophysical Research: Atmospheres, vol.109, issue.48, p.611810, 1029.
DOI : 10.1029/2003JD004457

W. L. Smith, H. M. Woolf, C. M. Hayden, D. C. Wark, and L. M. Mcmillin, TIROS-N operational vertical sounder, B. Am, Meteorol. Soc, vol.60, pp.1177-1187, 1979.

K. Stamnes, S. C. Tsay, W. Wiscombe, and K. Jayaweera, Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media, Applied Optics, vol.27, issue.12, pp.2502-2509, 1988.
DOI : 10.1364/AO.27.002502

T. H. Stein, D. J. Parker, J. Delanoë, N. S. Dixon, R. J. Hogan et al., The vertical cloud structure of the West African monsoon: A 4 year climatology using CloudSat and CALIPSO, Journal of Geophysical Research: Atmospheres, vol.4893, issue.D11, pp.2220510-1029, 2011.
DOI : 10.1029/2011JD016029
URL : https://hal.archives-ouvertes.fr/hal-00642864

T. H. Stein, J. Delanoë, and R. J. Hogan, A comparison between different retrieval methods for ice cloud properties using data from the CloudSat and A-Train satellites, J. Appl. Meteorol. Clim, vol.50, 1952.

A. G. Feofilov, and CloudSat Science Team: The CloudSat mission and the A-Train: A new dimension of space-based observations of clouds and precipitation, Clouds as seen by infrared sounders (3I) and imagers (ISCCP): Part II) A New Approach for Cloud Parameter Determination in the 3I Algorithms, J. Climate, pp.1771-1790, 1999.

C. J. Stubenrauch, F. Eddounia, and G. Rädel, Correlations between microphysical properties of large-scale semi-transparent cirrus and the state of the atmosphere, Atmospheric Research, vol.72, issue.1-4, pp.403-423, 2004.
DOI : 10.1016/j.atmosres.2004.03.024

C. J. Stubenrauch, A. Chédin, G. Rädel, N. A. Scott, and S. Serrar, Cloud Properties and Their Seasonal and Diurnal Variability from TOVS Path-B, Journal of Climate, vol.19, issue.21, pp.5531-5553, 2006.
DOI : 10.1175/JCLI3929.1

C. J. Stubenrauch, S. Cros, N. Lamquin, R. Armante, A. Chédin et al., Cloud properties from AIRS and evaluation with CALIPSO, J. Geophys. Res, pp.10-1029, 2008.

C. J. Stubenrauch, S. Cros, A. Guignard, and N. Lamquin, A 6-year global cloud climatology from the Atmospheric InfraRed Sounder AIRS and a statistical analysis in synergy with CALIPSO and CloudSat, Atmos. Chem. Phys, vol.105194, pp.7197-721410, 2010.
URL : https://hal.archives-ouvertes.fr/hal-01135800

C. J. Stubenrauch, W. B. Rossow, S. Kinne, S. Ackerman, G. Cesana et al., Assessment of global cloud datasets from satellites: Project and Database initiated by the GEWEX Radiation Panel, pp.1031-1049, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01091218

J. Susskind, C. D. Barnet, and J. M. Blaisdell, Retrieval of atmospheric and surface parameters from AIRS/AMSU/HSB data in the presence of clouds, IEEE Transactions on Geoscience and Remote Sensing, vol.41, issue.2, pp.390-409, 2003.
DOI : 10.1109/TGRS.2002.808236

J. Susskind, C. Barnet, J. Blaisdell, L. Iredell, F. Keita et al., Accuracy of geophysical parameters derived from Atmospheric Infrared Sounder/Advanced Microwave Sounding Unit as a function of fractional cloud cover, Journal of Geophysical Research, vol.36, issue.7, pp.9-1710, 2006.
DOI : 10.1029/2005JD006272

M. A. Vaughan, K. A. Powell, R. E. Kuehn, S. A. Young, D. M. Winker et al., Fully Automated Detection of Cloud and Aerosol Layers in the CALIPSO Lidar Measurements, Journal of Atmospheric and Oceanic Technology, vol.26, issue.10, pp.2034-2050, 2009.
DOI : 10.1175/2009JTECHA1228.1

D. Wylie, D. L. Jackson, W. P. Menzel, and J. J. Bates, Trends in Global Cloud Cover in Two Decades of HIRS Observations, Journal of Climate, vol.18, issue.15, pp.3021-3031, 2005.
DOI : 10.1175/JCLI3461.1

D. M. Winker, J. Pelon, and M. P. Mccormick, The CALIPSO mission: spaceborne lidar for observation of aerosols and clouds, Lidar Remote Sensing for Industry and Environment Monitoring III, pp.1-11, 2003.
DOI : 10.1117/12.466539