K. C. Armour, Projection and prediction: Climate sensitivity on the rise, Nature Climate Change, vol.6, pp.896-897, 2016.

A. Bodas-salcedo, M. J. Web, S. Bony, H. Chepfer, J. Dufresne et al., COSP: Satellite simulation software for model assessment, Bulletin of the American Meteorological Society, vol.92, pp.1023-1043, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01117353

A. Bodas-salcedo, K. D. Williams, M. A. Ringer, I. Beau, J. N. Cole et al., Origins of solar radiation biases over the Southern Ocean in CFMIP2 models, Journal of Climate, vol.27, pp.41-56, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01087282

S. Bony, J. Dufresne, H. Le-treut, J. Morcrette, and C. Senior, On dynamic and thermodynamic components of cloud changes, Climate Dynamics, vol.22, pp.71-86, 2004.

S. Bony, M. Webb, B. Stevens, C. Bretherton, S. Klein et al., The cloud feedback model intercomparison project: Summary of activities and recommendations for advancing assessments of cloud climate feedbacks, 2009.

O. Boucher, D. Randall, P. Artaxo, C. Bretherton, G. Feingold et al., Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, pp.571-657, 2013.

C. S. Bretherton, Insights into low-latitude cloud feedbacks from high-resolution models, Philosophical Transactions of the Royal Society A, vol.373, 2015.

P. Ceppi, F. Brient, M. D. Zelinka, and D. L. Hartmann, Cloud feedback mechanisms and their representation in global climate models. WIREs Climate Change, 2017.

P. Ceppi and D. L. Hartmann, Connections between clouds, radiation, and midlatitude dynamic: A review. Current Climate Change Reports, 2015.

G. Cesana and H. Chepfer, How well do climate models simulate cloud vertical structure? A comparison between CALIPSO-GOCCP satellite observations and CMIP5 models, Geophysical Research Letters, vol.39, p.20803, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01113124

G. Cesana and H. Chepfer, Evaluation of the cloud thermodynamic phase in a climate model using CALIPSO-GOCCP, Journal of Geophysical Research: Atmospheres, vol.118, pp.7922-7937, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01092198

M. Chakroun, S. Bastin, M. Chiriaco, and H. Chepfer, Characterization of vertical cloud variability over Europe using spatial lidar observations and regional simulation, Climate Dynamics, 2016.
URL : https://hal.archives-ouvertes.fr/insu-01282729

H. Chepfer, M. Chiriaco, R. Vautard, and J. Spinhirne, Evaluation of the ability of MM5 meso-scale model to reproduce optically thin clouds over Europe in fall using ICE/SAT lidar space-born observations, Monthly Weather Review, vol.135, pp.2737-2753, 2007.

H. Chepfer, S. Bony, D. Winker, G. Cesana, J. Dufresne et al., The GCM-Oriented CALIPSO Cloud Product (CALIPSO-GOCCP), Journal of Geophysical Research, vol.115, 2010.

H. Chepfer, S. Bony, D. Winker, M. Chiriaco, J. Dufresne et al., Use of CALIPSO lidar observations to evaluate the cloudiness simulated by a climate model, Geophysical Research Letters, vol.35, p.15704, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00423478

H. Chepfer, G. Cesana, D. Winker, B. Getzewich, M. Vaughan et al., Comparison of two different cloud climatologies derived from CALIOP-Attenuated Backscattered Measurements (Level 1): The CALIPSO-ST and the CALIPSO-GOCCP, Journal of Atmospheric and Oceanic Technology, vol.30, issue.4, pp.725-744, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01092107

H. Chepfer, V. Noel, D. Winker, and M. Chiriaco, Where and when will we observe cloud changes due to climate warming?, Geophysical Research Letters, vol.41, pp.8387-8395, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01082640

M. Chiriaco, R. Vautard, H. Chepfer, M. Haeffelin, J. Dudhia et al., The ability of MM5 to simulate ice clouds: Systematic comparison between simulated and measured fluxes and lidar/radar profiles at the SIRTA Atmospheric Observatory, Monthly Weather Review, vol.134, 2006.
URL : https://hal.archives-ouvertes.fr/hal-00159781

R. Colman, A comparison of climate feedbacks in general circulation models, Climate Dynamics, vol.20, issue.7, pp.865-873, 2003.

D. P. Dee, S. M. Uppala, A. J. Simmons, P. Berrisford, P. Poli et al., The ERA-Interim reanalysis: Configuration and performance of the data assimilation system, Quarterly Journal of the Royal Meteorological Society, vol.137, issue.656, pp.553-597, 2011.

N. D. Gordon and S. A. Klein, Low-cloud optical depth feedback in climate models, Journal of Geophysical Research: Atmospheres, vol.119, pp.6052-6065, 2014.

K. M. Grise and L. M. Polvani, Southern hemisphere cloud-dynamics biases in CMIP5 models and their implications for climate projections, Journal of Climate, vol.27, pp.6074-6092, 2014.

R. Guzman, H. Chepfer, V. Noel, T. Vaillant-de-guélis, J. E. Kay et al., Atmosphere opacity observed by CALIPSO, Journal of Geophysical Research: Atmospheres, vol.122, pp.1066-1085, 2017.

J. E. Hansen, A. Lacis, D. Rind, G. Russel, P. Stone et al., Climate sensitivity: Analysis of feedback mechanisms, Climate Processes and Climate Sensitivitity, vol.29, pp.130-163, 1984.

D. L. Hartmann and K. Larson, An important constraint on tropical cloud-climate feedback, Geophysical Research Letters, vol.29, issue.20, 1951.

A. J. Illingworth, The Earth-CARE satellite: The next step forward in global measurements of clouds, aerosols, precipitation, and radiation, Bulletin of the American Meteorological Society, vol.96, issue.8, pp.1311-1332, 2015.

J. E. Kay, L. Bourdages, H. Chepfer, N. Miller, A. Morrison et al., Evaluating and improving cloud phase in the Community Atmosphere Model version 5 using spaceborne lidar observations, Journal of Geophysical Research: Atmospheres, vol.121, pp.4162-4176, 2016.

J. E. Kay, B. Meideiros, Y. Hwang, A. Gettlemen, J. Perket et al., Processes controlling Southern Ocean shortwave climate feedbacks in CESM, Geophysical Research Letters, vol.41, pp.616-622, 2014.

S. A. Klein and A. Hall, Emergent constraints for cloud feedbacks, Current Climate Change Reports, vol.1, issue.4, pp.276-287, 2015.

S. A. Klein, Y. Zhang, M. D. Zelinka, R. Pincus, J. Boyle et al., Are climate model simulations of clouds improving? An evaluation using the ISCCP simulator, Journal of Geophysical Research: Atmospheres, vol.118, pp.1329-1342, 2013.

D. Konsta, H. Chepfer, and J. Dufresne, A process oriented characterization of tropical oceanic clouds for climate model evaluation, based on a statistical analysis of daytime A-Train observations, Climate Dynamics, vol.39, issue.9, pp.2091-2108, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01109265

Z. Kuang and D. L. Hartmann, Testing the FAT hypothesis in a cloud-resolving model, Journal of Climate, vol.20, pp.2051-2057, 2007.

L. V. Leahy, R. Wood, R. J. Charlson, C. A. Hostetler, R. R. Rogers et al., On the nature and extent of optically thin marine low clouds, Journal of Geophysical Research, vol.117, 2012.

S. Leroy, J. Anderson, J. Dykema, and R. Goody, Testing climate models using thermal infrared spectra, Journal of Climate, vol.21, issue.9, pp.1863-1875, 2008.

S. S. Leroy, J. G. Anderson, and G. Ohring, Climate signal detection times and constraints on climate benchmark accuracy requirements, Journal of Climate, vol.21, issue.4, pp.841-846, 2008.

N. G. Loeb, S. Kato, W. Su, T. Wong, F. G. Rose et al., Advances in understanding top of the atmosphere radiation variability from satellite observations, Surveys in Geophysics, 2013.

N. G. Loeb, J. M. Lyman, G. C. Johnson, R. P. Allan, D. R. Doelling et al., Observed changes in top-of-theatmosphere radiation and upper-ocean heating consistent within uncertainty, Nature Geoscience, vol.5, pp.110-113, 2012.

N. G. Loeb, B. A. Wielicki, D. R. Doelling, G. L. Smith, D. F. Keyes et al., Toward optimal closure of the Earth's top-ofatmosphere radiation budget, Journal of Climate, vol.22, issue.3, pp.748-766, 2009.

N. G. Loeb, B. A. Wielicki, T. Wong, and P. A. Parker, Impact of data gaps on satellite broadband radiation records, Journal of Geophysical Research, vol.114, 2009.

R. Marchand, T. Ackerman, M. Smyth, and W. B. Rossow, A review of cloud top height and optical depth histograms from MISR, ISCCP, and MODIS, Journal of Geophysical Research, vol.115, 2010.

G. M. Martin, N. Bellouin, W. J. Collins, I. D. Culverwell, P. R. Halloran et al., The HadGEM2 family of Met Office Unified Model climate configurations, Geoscientific Model Development, vol.4, issue.3, pp.723-757, 2011.

K. Marvel, M. Zelinka, S. A. Klein, C. Bonfils, P. Caldwell et al., External influences on modeled and observed cloud trends, Journal of Climate, vol.28, issue.12, pp.4820-4840, 2015.

C. C. Nam and J. Quaas, Evaluation of clouds and precipitation in the ECHAM5 General Circulation Model using CALIPSO and CloudSat satellite data, Journal of Climate, vol.25, issue.14, pp.4975-4992, 2012.

V. Noel and H. Chepfer, A global view of horizontally oriented crystals in ice clouds from Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observation (CALIPSO), Journal of Geophysical Research, vol.115, 2010.
URL : https://hal.archives-ouvertes.fr/hal-01135807

J. R. Norris, R. J. Allen, A. T. Evan, M. D. Zelinka, C. W. O'dell et al., Evidence for climate change in the satellite cloud record, Nature, vol.536, issue.7614, pp.72-75, 2016.

J. R. Norris and A. Slingo, Trends in observed cloudiness and Earth's radiation budget: What do we not know and what do we need to know, Clouds in the Perturbed Climate System, pp.17-36, 2009.

N. Phojanamongkolkij, S. Kato, B. A. Wielicki, P. C. Taylor, and M. G. Mlynczak, A comparison of climate signal trend detection uncertainty analysis methods, Journal of Climate, vol.27, issue.9, pp.3363-3376, 2014.

X. Qu, A. Hall, S. A. Klein, and P. M. Caldwell, On the spread of changes in marine low cloud cover in climate model simulations of the 21st century, Climate Dynamics, vol.42, 2014.

X. Qu, A. Hall, S. A. Klein, and P. M. Caldwell, The strength of the tropical inversion and its response to climate change in 18 CMIP5 models, Climate Dynamics, vol.45, p.375, 2015.

M. Reverdy, H. Chepfer, D. Donovan, V. Noel, G. Cesana et al., An EarthCARE/ATLID simulator to evaluate cloud description in climate models, Journal of Geophysical Research: Atmospheres, vol.120, pp.90-101, 2015.
URL : https://hal.archives-ouvertes.fr/insu-01201791

M. A. Ringer, B. J. Mcavaney, N. Andronova, L. E. Buja, M. Esch et al., Global mean cloud feedbacks in idealized climate change experiments, Geophysical Research Letters, vol.33, 2006.

B. J. Soden and I. M. Held, An assessment of climate feedbacks in coupled ocean atmosphere models, Journal of Climate, vol.19, issue.14, 2006.

B. J. Soden and G. A. Vecchi, The vertical distribution of cloud feedback in coupled ocean-atmosphere models, Geophysical Research Letters, vol.38, 2011.

G. L. Stephens, D. G. Vane, R. J. Boain, G. G. Mace, K. Sassen et al., The Cloudsat mission and the A-Train, Bulletin of the American Meteorological Society, vol.83, issue.1, pp.1771-1790, 2002.

C. J. Stubenrauch, W. B. Rossow, S. Kinnem, S. Kinne, S. Ackerman et al., Assessment of global cloud datasets from satellites: Project and database initiated by the GEWEX radiation panel, Bulletin of the American Meteorological Society, vol.94, issue.7, pp.1031-1049, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01091218

H. Su and J. H. Jiang, Tropical clouds and circulation changes during the 2006/07 and 2009/10 El Niños, Journal of Climate, vol.26, pp.399-413, 2013.

K. E. Taylor, R. J. Stouffer, and G. A. Meehl, An overview of CMIP5 and the experiment design, Bulletin of the American Meteorological Society, vol.93, pp.485-498, 2012.

Y. Tsushima, S. Emori, T. Ogura, M. Kimoto, M. J. Webb et al., Importance of the mixed-phase cloud distribution in the control climate for assessing the response of clouds to carbon dioxide increase: Amulti-model study, Climate Dynamics, vol.27, pp.113-126, 2006.

T. Vaillant-de-guélis, H. Chepfer, V. Noel, R. Guzman, P. Dubuisson et al., Link between the outgoing longwave radiation and the altitude where the space-borne lidar beam is fully attenuated, Atmospheric Measurement Techniques, 2017.

T. Vaillant-de-guélis, H. Chepfer, V. Noel, R. Guzman, D. Winker et al., Using space lidar observations to decompose longwave cloud radiative effect variations over the last decade, Geophysical Research Letters, vol.44, pp.994-1006, 2017.

J. Vial, J. L. Dufresne, and S. Bony, On the interpretation of inter-model spread in CMIP5 climate sensitivity estimates, Climate Dynamics, vol.41, pp.3339-3362, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01099071

K. Von-salzen, J. F. Scinocca, N. A. Mcfarlane, J. Li, J. N. Cole et al., The Canadian fourth generation atmos-pheric global climate model (CanAM4). Part I: Representation of physical processes, Atmosphere-Ocean, vol.51, pp.104-125, 2013.

E. C. Weatherhead, G. C. Reinsel, G. C. Tiao, X. Meng, D. Choi et al., Factors affecting the detection of trends: Statistical considerations and applications to environmental data, Journal of Geophysical Research, vol.103, pp.149-166, 1998.

M. Webb, T. Andrews, A. Bodas-salcedo, S. Bony, C. S. Bretherton et al., The Cloud Feedback Model Intercomparison Project (CFMIP) contribution to CMIP6. Geoscientific Model Development, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01501664

M. J. Webb, C. A. Senior, D. M. Sexton, W. J. Ingram, K. D. Williams et al., On the contribution of local feedback mechanisms to the range of climate sensitivity in two GCM ensembles, Climate Dynamics, vol.27, issue.1, pp.17-38, 2006.

R. Wetherald and S. Manabe, Cloud feedback processes in a general circulation model, Journal of the Atmospheric Sciences, vol.45, pp.1397-1415, 1988.

B. A. Wielicki, D. F. Young, M. G. Mlynczak, K. J. Thome, S. Leroy et al., Achieving climate change absolute accuracy in orbit, Bulletin of the American Meteorological Society, vol.94, issue.10, pp.1519-1539, 2013.

D. Winker, H. Chepfer, V. Noel, and X. Cai, Observational constraints on cloud feedbacks: The role of active satellite sensors, Survey in Geophysics, 2017.

D. M. Winker, J. Pelon, J. A. Coakley, S. A. Ackerman, R. J. Charlson et al., The CALIPSO mission: A global 3D view of aerosols and clouds, Bulletin of the American Meteorological Society, vol.91, issue.9, pp.1211-1229, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00525010

M. D. Zelinka and D. L. Hartmann, Why is Longwave Cloud Feedback Positive?, Journal of Geophysical Research, vol.115, 2010.

M. D. Zelinka, S. A. Klein, and D. L. Hartmann, Computing and partitioning cloud feedbacks using cloud property histograms. Part II: Attribution to changes in cloud amount, altitude, and optical depth, Journal of Climate, vol.25, pp.3736-3754, 2012.