M. A. Avery, R. A. Ryan, B. J. Getzewich, M. A. Vaughan, D. M. Winker et al., CALIOP V4 cloud thermodynamic phase assignment and the impact of near-nadir viewing angles, Atmospheric Measurement Techniques, vol.13, issue.8, pp.4539-4563, 2020.
URL : https://hal.archives-ouvertes.fr/insu-02460324

E. Berry and G. G. Mace, Cloud properties and radiative effects of the Asian summer monsoon derived from A-Train data, Journal of Geophysical Research: Atmospheres, vol.119, issue.15, pp.9492-9508, 2014.

L. Bi and P. Yang, Improved ice particle optical property simulations in the ultraviolet to far-infrared regime, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.189, pp.228-237, 2017.

B. Chen, J. Huang, P. Minnis, Y. Hu, Y. Yi et al., Detection of dust aerosol by combining CALIPSO active lidar and passive IIR measurements, Atmospheric Chemistry and Physics, vol.10, issue.9, pp.4241-4251, 2010.

S. J. Cooper, T. S. L'ecuyer, and G. L. Stephens, The impact of explicit cloud boundary information on ice cloud microphysical property retrievals from infrared radiances, Journal of Geophysical Research: Atmospheres, vol.108, issue.D3, pp.n/a-n/a, 2003.

S. J. Cooper and T. J. Garrett, Identification of Small Ice Cloud Particles Using Passive Radiometric Observations, Journal of Applied Meteorology and Climatology, vol.49, issue.11, pp.2334-2347, 2010.

S. J. Cooper and T. J. Garrett, Identification of Small Ice Cloud Particles Using Passive Radiometric Observations, Journal of Applied Meteorology and Climatology, vol.49, issue.11, pp.2334-2347, 2010.

S. J. Cooper and T. J. Garrett, Application of infrared remote sensing to constrain in-situ estimates of ice crystal particle size during SPartICus, Atmospheric Measurement Techniques, vol.4, issue.8, pp.1593-1602, 2011.

M. Deng, G. G. Mace, Z. Wang, and E. Berry, CloudSat 2C?ICE product update with a new Z e parameterization in lidar?only region, Journal of Geophysical Research: Atmospheres, vol.120, issue.23, 2015.

A. Di-noia, O. P. Hasekamp, B. Van-diedenhoven, and Z. Zhang, Retrieval of liquid water cloud properties from POLDER-3 measurements using a neural network ensemble approach, Atmospheric Measurement Techniques, vol.12, issue.3, pp.1697-1716, 2019.

E. K. Dolinar, X. Dong, B. Xi, J. H. Jiang, N. G. Loeb et al., A global record of single-layered ice cloud properties and associated radiative heating rate profiles from an A-Train perspective, Climate Dynamics, vol.53, issue.5-6, pp.3069-3088, 2019.

P. Dubuisson, V. Giraud, O. Chomette, H. Chepfer, and J. Pelon, Fast radiative transfer modeling for infrared imaging radiometry, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.95, issue.2, pp.201-220, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00078640

P. Dubuisson, V. Giraud, J. Pelon, B. Cadet, and P. Yang, Sensitivity of Thermal Infrared Radiation at the Top of the Atmosphere and the Surface to Ice Cloud Microphysics, Journal of Applied Meteorology and Climatology, vol.47, issue.10, pp.2545-2560, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00335248

T. Fauchez, P. Dubuisson, C. Cornet, F. Szczap, A. Garnier et al., Impacts of cloud heterogeneities on cirrus optical properties retrieved from space-based thermal infrared radiometry, Atmospheric Measurement Techniques, vol.8, issue.2, pp.633-647, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01059422

T. Fauchez, S. Platnick, O. Sourdeval, C. Wang, K. Meyer et al., Cirrus Horizontal Heterogeneity and 3-D Radiative Effects on Cloud Optical Property Retrievals From MODIS Near to Thermal Infrared Channels as a Function of Spatial Resolution, Journal of Geophysical Research: Atmospheres, vol.123, issue.19, pp.11,141-11,153, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01970764

J. S. Foot, Some observations of the optical properties of clouds. II: Cirrus, Quarterly Journal of the Royal Meteorological Society, vol.114, issue.479, pp.145-164, 1988.

A. Garnier, J. Pelon, P. Dubuisson, M. Faivre, O. Chomette et al., Retrieval of Cloud Properties Using CALIPSO Imaging Infrared Radiometer. Part I: Effective Emissivity and Optical Depth, Journal of Applied Meteorology and Climatology, vol.51, issue.7, pp.1407-1425, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00680921

A. Garnier, J. Pelon, N. Pascal, M. A. Vaughan, P. Dubuisson et al., Version 4 CALIPSO IIR ice and liquid water cloud microphysical properties, Part II: results over oceans, 2020.
URL : https://hal.archives-ouvertes.fr/insu-02998270

A. Garnier, J. Pelon, P. Dubuisson, P. Yang, M. Faivre et al., Retrieval of Cloud Properties Using CALIPSO Imaging Infrared Radiometer. Part II: Effective Diameter and Ice Water Path, Journal of Applied Meteorology and Climatology, vol.52, issue.11, pp.2582-2599, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00680921

A. Garnier, J. Pelon, M. A. Vaughan, D. M. Winker, C. R. Trepte et al., Lidar multiple scattering factors inferred from CALIPSO lidar and IIR retrievals of semi-transparent cirrus cloud optical depths over oceans, Atmospheric Measurement Techniques, vol.8, issue.7, pp.2759-2774, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01120207

A. Garnier, T. Trémas, J. Pelon, K. Lee, D. Nobileau et al., CALIPSO IIR Version 2 Level 1b calibrated radiances: analysis and reduction of residual biases in the Northern Hemisphere, Atmospheric Measurement Techniques, vol.11, issue.4, pp.2485-2500, 2018.
URL : https://hal.archives-ouvertes.fr/insu-01686981

A. Garnier, J. Pelon, N. Pascal, M. A. Vaughan, P. Dubuisson et al., Version 4 CALIPSO IIR ice and liquid water cloud microphysical properties, Part II: results over oceans, 2020.
URL : https://hal.archives-ouvertes.fr/insu-02998270

R. Gelaro, W. Mccarty, M. J. Suárez, R. Todling, A. Molod et al., The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2), Journal of Climate, vol.30, issue.14, pp.5419-5454, 2017.

V. Giraud, O. Thouron, J. Riedi, and P. Goloub, Analysis of direct comparison of cloud top temperature and infrared split window signature Against independent retrievals of cloud thermodynamic phase, Geophysical Research Letters, vol.28, issue.6, pp.983-986, 2001.
URL : https://hal.archives-ouvertes.fr/hal-00811846

A. K. Heidinger and M. J. Pavolonis, Gazing at Cirrus Clouds for 25 Years through a Split Window. Part I: Methodology, Journal of Applied Meteorology and Climatology, vol.48, issue.6, pp.1100-1116, 2009.

A. K. Heidinger, Y. Li, B. A. Baum, R. E. Holz, S. Platnick et al., Retrieval of Cirrus Cloud Optical Depth under Day and Night Conditions from MODIS Collection 6 Cloud Property Data, Remote Sensing, vol.7, issue.6, pp.7257-7271, 2015.

R. E. Holz, S. Platnick, K. Meyer, M. Vaughan, A. Heidinger et al., Resolving ice cloud optical thickness biases between CALIOP and MODIS using infrared retrievals, Atmospheric Chemistry and Physics, vol.16, issue.8, pp.5075-5090, 2016.

Y. Hong and G. Liu, The Characteristics of Ice Cloud Properties Derived from CloudSat and CALIPSO Measurements, Journal of Climate, vol.28, issue.9, pp.3880-3901, 2015.

T. Inoue, On the Temperature and Effective Emissivity Determination of Semi-Transparent Cirrus Clouds by Bi-Spectral Measurements in the 10μm Window Region, Journal of the Meteorological Society of Japan. Ser. II, vol.63, issue.1, pp.88-99, 1985.

H. Iwabuchi and P. Yang, Temperature dependence of ice optical constants: Implications for simulating the single-scattering properties of cold ice clouds, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.112, issue.15, pp.2520-2525, 2011.

H. Iwabuchi, S. Yamada, S. Katagiri, P. Yang, and H. Okamoto, Radiative and Microphysical Properties of Cirrus Cloud Inferred from Infrared Measurements Made by the Moderate Resolution Imaging Spectroradiometer (MODIS). Part I: Retrieval Method, Journal of Applied Meteorology and Climatology, vol.53, issue.5, pp.1297-1316, 2014.

B. H. Kahn, F. W. Irion, V. T. Dang, E. M. Manning, S. L. Nasiri et al., The Atmospheric Infrared Sounder version 6 cloud products, Atmospheric Chemistry and Physics, vol.14, issue.1, pp.399-426, 2014.

A. Garnier, J. Pelon, N. Pascal, M. A. Vaughan, P. Dubuisson et al., Version 4 CALIPSO IIR ice and liquid water cloud microphysical properties, Part II: results over oceans, 2020.
URL : https://hal.archives-ouvertes.fr/insu-02998270

, Writing your Discussion, Getting Started in Health Research, pp.164-167, 2011.

B. H. Kahn, M. M. Schreier, Q. Yue, E. J. Fetzer, F. W. Irion et al., Pixel-scale assessment and uncertainty analysis of AIRS and MODIS ice cloud optical thickness and effective radius, Journal of Geophysical Research: Atmospheres, vol.120, issue.22, pp.11,669-11,689, 2015.

M. Kim, A. H. Omar, J. L. Tackett, M. A. Vaughan, D. M. Winker et al., The CALIPSO version 4 automated aerosol classification and lidar ratio selection algorithm, Atmospheric Measurement Techniques, vol.11, issue.11, pp.6107-6135, 2018.

M. Krämer, C. Rolf, N. Spelten, A. Afchine, D. Fahey et al., A Microphysics Guide to Cirrus ? Part II: Climatologies of Clouds and Humidity from Observations, Atmos. Chem. Phys. Discuss, 2020.

R. P. Lawson, S. Woods, E. Jensen, E. Erfani, C. Gurganus et al., A Review of Ice Particle Shapes in Cirrus formed In Situ and in Anvils, Journal of Geophysical Research: Atmospheres, vol.124, issue.17-18, pp.10049-10090, 2019.

A. Heymsfield, C. G. Schmitt, G. Mcfarquhar, J. Um, A. Protat et al., A review of ice particle shapes in cirrus formed in situ and in anvils, J. Geophys. Res. Atmos, vol.124, pp.49-59, 2019.

C. Liu, P. Yang, P. Minnis, N. Loeb, S. Kato et al., A two-habit model for the microphysical and optical properties of ice clouds, Atmospheric Chemistry and Physics, vol.14, issue.24, pp.13719-13737, 2014.

Z. Liu, J. Kar, S. Zeng, J. Tackett, M. Vaughan et al., Discriminating between clouds and aerosols in the CALIOP version 4.1 data products, Atmospheric Measurement Techniques, vol.12, issue.1, pp.703-734, 2019.
URL : https://hal.archives-ouvertes.fr/insu-02005367

N. G. Loeb, P. Yang, F. G. Rose, G. Hong, S. Sun-mack et al., Impact of Ice Cloud Microphysics on Satellite Cloud Retrievals and Broadband Flux Radiative Transfer Model Calculations, Journal of Climate, vol.31, issue.5, pp.1851-1864, 2018.

T. Marke, K. Ebell, U. Löhnert, and D. D. Turner, Statistical retrieval of thin liquid cloud microphysical properties using ground-based infrared and microwave observations, Journal of Geophysical Research: Atmospheres, vol.121, issue.24, pp.14,558-14,573, 2016.

D. L. Mitchell, R. P. D?entremont, and R. P. Lawson, Inferring Cirrus Size Distributions through Satellite Remote Sensing and Microphysical Databases, Journal of the Atmospheric Sciences, vol.67, issue.4, pp.1106-1125, 2010.

D. L. Mitchell and R. P. D'entremont, Satellite retrieval of the liquid water fraction in tropical clouds between ?20 and ?38 °C, Atmospheric Measurement Techniques, vol.5, issue.7, pp.1683-1698, 2012.

D. L. Mitchell, A. Garnier, J. Pelon, and E. Erfani, CALIPSO (IIR?CALIOP) retrievals of cirrus cloud ice-particle concentrations, Atmospheric Chemistry and Physics, vol.18, issue.23, pp.17325-17354, 2018.
URL : https://hal.archives-ouvertes.fr/insu-01818499

D. L. Mitchell, J. Mejia, A. Garnier, Y. Tomii, M. Krämer et al., Supplementary material to "An Estimate of Global, Regional and Seasonal Cirrus Cloud Radiative Effects Contributed by Homogeneous Ice Nucleation", Atmos. Chem. Phys. Discuss, 2020.

T. Nakajima and M. D. King, Determination of the Optical Thickness and Effective Particle Radius of Clouds from Reflected Solar Radiation Measurements. Part I: Theory, Journal of the Atmospheric Sciences, vol.47, issue.15, pp.1878-1893, 1990.

F. Parol, J. C. Buriez, G. Brogniez, and Y. Fouquart, Information Content of AVHRR Channels 4 and 5 with Respect to the Effective Radius of Cirrus Cloud Particles, Journal of Applied Meteorology, vol.30, issue.7, pp.973-984, 1991.

M. Pavolonis, Advances in Extracting Cloud Composition Information from Spaceborne Infrared Radiances?A Robust Alternative to Brightness Temperatures. Part I: Theory, Journal of Applied Meteorology and Climatology, vol.49, issue.9, pp.1992-2012, 2010.

A. Garnier, J. Pelon, N. Pascal, M. A. Vaughan, P. Dubuisson et al., Version 4 CALIPSO IIR ice and liquid water cloud microphysical properties, Part II: results over oceans, 2020.
URL : https://hal.archives-ouvertes.fr/insu-02998270

S. Platnick, Vertical photon transport in cloud remote sensing problems, Journal of Geophysical Research: Atmospheres, vol.105, issue.D18, pp.22919-22935, 2000.

S. Platnick, K. G. Meyer, M. D. King, G. Wind, N. Amarasinghe et al., The MODIS Cloud Optical and Microphysical Products: Collection 6 Updates and Examples From Terra and Aqua, IEEE Transactions on Geoscience and Remote Sensing, vol.55, issue.1, pp.502-525, 2017.

C. M. Platt, M. A. Vaughan, and R. T. Austin, Characteristics of CALIPSO and CloudSat Backscatter at the Top Center Layers of Mesoscale Convective Systems and Relation to Cloud Microphysics, Journal of Applied Meteorology and Climatology, vol.50, issue.2, pp.368-378, 2011.

S. E. Protopapadaki, C. J. Stubenrauch, and A. G. Feofilov, Upper tropospheric cloud systems derived from IR sounders: properties of cirrus anvils in the tropics, Atmospheric Chemistry and Physics, vol.17, issue.6, pp.3845-3859, 2017.

C. Rathke and J. Fischer, Retrieval of cloud microphysical properties from thermal infrared observations by a fast iterative radiance fitting method, J. Atmos. Oceanic Technol, vol.17, pp.1509-1524, 2000.

P. M. Rowe, S. Neshyba, and V. P. Walden, Radiative consequences of low-temperature infrared refractive indices for supercooled water clouds, Atmospheric Chemistry and Physics, vol.13, issue.23, pp.11925-11933, 2013.

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, Bull. Amer. Meteor. Soc, vol.94, pp.1031-1049, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01091218

C. J. Stubenrauch, A. G. Feofilov, S. E. Protopapadaki, and R. Armante, Cloud climatologies from the infrared sounders AIRS and IASI: strengths and applications, Atmospheric Chemistry and Physics, vol.17, issue.22, pp.13625-13644, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01651591

D. D. Turner, A. M. Vogelmann, R. T. Austin, J. C. Barnard, K. Cady-pereira et al., Thin Liquid Water Clouds: Their Importance and Our Challenge, Bulletin of the American Meteorological Society, vol.88, issue.2, pp.177-190, 2007.

M. M. Liljegren, J. Johnson, K. Lin, B. Long, C. Marshak et al., Thin liquid water clouds: their importance and our challenge, Bull. Amer. Meteor. Soc, vol.88, pp.177-190, 2007.

M. A. Vaughan, K. A. Powell, D. M. Winker, C. A. Hostetler, R. E. Kuehn 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.

R. Wagner, S. Benz, O. Möhler, H. Saathoff, M. Schnaiter et al., Mid-infrared Extinction Spectra and Optical Constants of Supercooled Water Droplets, The Journal of Physical Chemistry A, vol.109, issue.32, pp.7099-7112, 2005.

C. Wang, P. Yang, B. A. Baum, S. Platnick, A. K. Heidinger et al., Retrieval of Ice Cloud Optical Thickness and Effective Particle Size Using a Fast Infrared Radiative Transfer Model, Journal of Applied Meteorology and Climatology, vol.50, issue.11, pp.2283-2297, 2011.

C. Wang, P. Yang, B. A. Baum, S. Platnick, A. K. Heidinger et al., Retrieval of Ice Cloud Optical Thickness and Effective Particle Size Using a Fast Infrared Radiative Transfer Model, Journal of Applied Meteorology and Climatology, vol.50, issue.11, pp.2283-2297, 2011.

C. Wang, S. Platnick, Z. Zhang, K. Meyer, and P. Yang, Retrieval of ice cloud properties using an optimal estimation algorithm and MODIS infrared observations: 1. Forward model, error analysis, and information content, Journal of Geophysical Research: Atmospheres, vol.121, issue.10, pp.5809-5826, 2016.

A. Garnier, J. Pelon, N. Pascal, M. A. Vaughan, P. Dubuisson et al., Version 4 CALIPSO IIR ice and liquid water cloud microphysical properties, Part II: results over oceans, 2020.
URL : https://hal.archives-ouvertes.fr/insu-02998270

, Writing your Discussion, Getting Started in Health Research, pp.164-167, 2011.

S. G. Warren and R. E. Brandt, Optical constants of ice from the ultraviolet to the microwave: A revised compilation, Journal of Geophysical Research, vol.113, issue.D14, 2008.

. Res, 113, D14220, 2008.

D. M. Winker, J. Pelon, J. A. Coakley, S. A. Ackerman, R. J. Charlson et al., The CALIPSO Mission, Bulletin of the American Meteorological Society, vol.91, issue.9, pp.1211-1230, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00525010

P. Yang, L. Bi, B. A. Baum, K. Liou, G. W. Kattawar et al., Spectrally Consistent Scattering, Absorption, and Polarization Properties of Atmospheric Ice Crystals at Wavelengths from 0.2 to 100 ?m, Journal of the Atmospheric Sciences, vol.70, issue.1, pp.330-347, 2013.

S. A. Young, M. A. Vaughan, A. Garnier, J. L. Tackett, J. D. Lambeth et al., Extinction and optical depth retrievals for CALIPSO's Version 4 data release, Atmospheric Measurement Techniques, vol.11, issue.10, pp.5701-5727, 2018.

A. Y. Zasetsky, A. F. Khalizov, M. E. Earle, and J. J. Sloan, Frequency Dependent Complex Refractive Indices of Supercooled Liquid Water and Ice Determined from Aerosol Extinction Spectra, The Journal of Physical Chemistry A, vol.109, issue.12, pp.2760-2764, 2005.

Z. Zhang, S. Platnick, P. Yang, A. K. Heidinger, and J. M. Comstock, Effects of ice particle size vertical inhomogeneity on the passive remote sensing of ice clouds, Journal of Geophysical Research, vol.115, issue.D17, 2010.

A. Garnier, J. Pelon, N. Pascal, M. A. Vaughan, P. Dubuisson et al., Version 4 CALIPSO IIR ice and liquid water cloud microphysical properties, Part II: results over oceans, 2020.
URL : https://hal.archives-ouvertes.fr/insu-02998270