Downscaling in remote sensing, International Journal of Applied Earth Observation and Geoinformation, vol.22, pp.106-114, 2013. ,
Upscaling and Downscaling Methods for Environmental Research, 2000. ,
COSP: Satellite simulation software for model assessment, Bull. Amer. Meteor. Soc, vol.92, pp.1023-1043, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-01117353
Clouds and aerosols, 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.
Parameterization of Subgrid-Scale Processes, Modeling of Atmospheric Chemistry, pp.342-398, 2017. ,
, Classification and Regression Trees, vol.368, 1984.
Bagging predictors, Mach. Learn, vol.24, issue.2, pp.123-140, 1996. ,
DOI : 10.1007/bf00058655
URL : https://link.springer.com/content/pdf/10.1007%2FBF00058655.pdf
Random forests, Mach. Learn, vol.45, issue.1, pp.5-32, 2001. ,
A Study of the Free Tropospheric Humidity Interannual Variability Using Meteosat Data and an Advection-Condensation Transport Model, J. Climate, vol.22, pp.6773-6787, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00408503
Validation of Upper Tropospheric Humidity from SAPHIR onboard Megha-Tropiques using tropical soundings, J. Appl. Meteorol. Climat, vol.54, pp.896-908, 2015. ,
Estimating confidence intervals around relative humidity profiles from satellite observations: Application to the SAPHIR sounder, J. Atmospheric Ocean. Technol, vol.33, issue.5, pp.1005-1022, 2016. ,
URL : https://hal.archives-ouvertes.fr/insu-01292499
Full-Time, Eye-Safe Cloud and Aerosol Lidar Observation at Atmospheric Radiation Measurement Program Sites: Instruments and Data Processing, J. Atmos ,
, , vol.19, pp.431-442, 2002.
Evaluation of the cloud water phase in a climate model using CALIPSO-GOCCP, J. Geophys. Res, 2013. ,
Reverdy: Using in situ airborne measurements to evaluate three cloud phase products derived from CALIPSO, J. Geophys. Res. Atmos, vol.121, pp.5788-5808, 2016. ,
Use of CALIPSO lidar observations to evaluate the cloudiness simulated by a climate model, Geophys. Res. Lett, vol.35, p.15704, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-00423478
How well do climate models simulate cloud vertical structure? A comparison between CALIPSO-GOCCP satellite observations and CMIP5 models, Geophys. Res. Lett, vol.39, p.20803, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-01113124
Mesoscale model cloud scheme assessment using satellite observations, J. Geophys. Res, vol.107, issue.D16, 2002. ,
Interannual changes in mass consistent energy budgets from ERA-Interim and satellite data, J. Geophys. Res, vol.115, p.2112, 2010. ,
Interannual variations of tropical upper tropospheric humidity and tropical rainy-region SST: Comparisons between models, reanalyses, and observations, J. Geophys. Res, vol.115, p.21125, 2010. ,
Lidar measurement of particles and gases by elastic backscattering and differential absorption, Laser Monitoring of the Atmosphere, vol.14, 1976. ,
The impact of cirrus clouds on tropical troposphere-to-stratosphere transport, Atmos. Chem. Phys, vol.6, pp.2539-2547, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00295963
, , p.15
,
The ERA-Interim reanalysis: configuration and performance of the data assimilation system, Q.J.R. Meteorol. Soc, vol.137, pp.553-597, 2011. ,
An Assessment of the Primary Sources of Spread of Global Warming Estimates from Coupled Atmosphere-Ocean Models, J. Climate, vol.21, pp.5135-5144, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-00423479
Overview of the Integrated Global Radiosonde Archive, J. Climate, vol.19, pp.53-68, 2006. ,
Effects of aerosols and relative humidity on cumulus clouds, J. Geophys. Res, vol.112, p.14204, 2007. ,
On the effect of ensemble size on the discrete and continuous ranked probability scores, p.25 ,
, Meteor. Appl, vol.15, pp.19-24, 2008.
Fair scores for ensemble forecasts, Quart. J. Roy. Meteor. Soc, vol.140, 1917. ,
Tropical ozone as an indicator of deep convection, J. Geophys. Res, vol.107, issue.D13, 2002. ,
An intercomparison of a large ensemble of statistical downscaling methods over Europe: Results from the VALUE perfect predictor cross-validation experiment, Int. J. Climatol, vol.52, pp.1-36, 2018. ,
, Direct atmosphere opacity observations from CALIPSO provide new constraints on cloud-radiation interactions, vol.122, pp.1066-1085, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01502385
Tropical convection and the energy balance at the top of the atmosphere, J. Climate, vol.14, pp.4495-4511, 2001. ,
An important constraint on tropical cloud -climate feedback, Geophys. Res. Lett, vol.29, issue.20, p.1951, 2002. ,
Generalized additive models (with discussion), Statistical Science, vol.1, pp.297-318, 1986. ,
, The Elements of Statistical Learning: Data Mining, Inference, and Prediction, p.745, 2009.
Rainfall retrieval over the ocean with spaceborne W-band radar, J. Geophys. Res, vol.114, pp.0-22, 2009. ,
Convection in GATE, Rev. Geophys. Space Phys, vol.19, pp.541-576, 1981. ,
An annual cycle of Arctic surface cloud forcing at SHEBA, J. Geophys. Res, vol.107, issue.C10, p.8039, 2002. ,
, , p.20
The NCEP/NCAR 40-Year Reanalysis Project, Bull. Amer. Meteor. Soc, vol.77, pp.437-472, 1996. ,
Geoadditive models, Journal of the Royal Statistical Society: Series C (Applied Statistics), vol.52, pp.1-18, 2003. ,
The retrieval of warm rain from CloudSat, J. Geophys. Res, vol.116, p.20209, 2011. ,
Least squares quantization in PCM, IEEE Transactions on Information Theory, vol.28, issue.2, pp.129-137, 1982. ,
Downscaling thermal infrared radiance for subpixel land surface temperature retrieval, Sensors, vol.8, pp.2695-2706, 2008. ,
The CALIPSO Lidar Cloud and Aerosol Discrimination: Version 2 Algorithm and Initial Assessment of Performance, J. Atmos. Oceanic Technol, vol.26, pp.1198-1213, 2009. ,
Significant decadal brightening of 10 downwelling shortwave in the continental United States, J. Geophys. Res, vol.114, pp.0-06, 2009. ,
Characterizing Tropical Cirrus Life Cycle, Evolution, and Interaction with Upper-Tropospheric Water Vapor Using Lagrangian Trajectory Analysis of Satellite Observations, J. Climate, vol.17, pp.4541-4563, 2004. ,
A description of hydrometeor layer occurrence statistics derived from the first year of merged Cloudsat and CALIPSO data, J. Geophys. Res, vol.114, pp.0-26, 2009. ,
A general method for downscaling earth resource information, Computers & Geosciences, vol.41, pp.119-125, 2012. ,
Detection of dimming/brightening in Italy from homogenized all-sky and clear-sky surface solar radiation records and underlying causes (1959-2013), Atmos. Chem. Phys, vol.16, pp.11145-11161, 2016. ,
Properties of cirrus and subvisible cirrus from nighttime CALIOP, related to atmospheric dynamics and water vapour, J. Geophys. Res, vol.116, p.2208, 2011. ,
Quantile regression forests, J. Mach. Learn. Res, vol.7, pp.983-999, 2006. ,
The 'too few, too bright' tropical low-cloud problem in CMIP5 models, Geophys. Res ,
URL : https://hal.archives-ouvertes.fr/hal-01115803
Lateral mixing as a source of subtropical water vapour, Geophys. Res. Lett, vol.25, issue.2, pp.94-8276, 2002. ,
The hydrologic cycle in deep time climate problems, Nature, vol.419, pp.191-198, 2002. ,
, R: A language and environment for statistical computing, R Foundation for Statistical Computing, 2017.
Breaking the Cloud Parameterization Deadlock, Bull. Amer. Meteor. Soc, vol.35, pp.1547-1564, 2003. ,
, Assessment. A Project of the World Climate Research Programme Global Energy and Water Cycle Experiment (GEWEX) Radiation Panel, vol.1, 2012.
On the origins of subvisible cirrus clouds in the tropical upper troposphere, Atm. Chem. Phys, vol.12, pp.12081-12101, 2012. ,
, Gaussian Markov random fields, Theory and applications, 2005.
Global distribution of cirrus clouds from CloudSat/Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO) measurements, J. Geophys. Res, vol.113, pp.0-12, 2008. ,
Data assimilation of CALIPSO aerosol observations, Atmos. Chem. Phys, vol.10, pp.39-49, 2010. ,
A layer-averaged relative humidity profile retrieval for microwave observations: design and results for the Megha-Tropiques payload, Atmospheric Measurement Techniques, vol.8, pp.1055-107, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01060604
, GEWEX water vapor assessment, vol.15, 2017.
Arctic Mixed-Phase Cloud Properties Derived from Surface-Based Sensors at SHEBA, J. Atmos. Sci, vol.63, pp.697-711, 2006. ,
The relevance of the microphysical and radiative properties of cirrus clouds 20 to climate and climatic feedback, J. Atmos. Sci, vol.47, pp.1742-1754, 1990. ,
The CloudSat mission and the A-TRAIN, Bull. Amer. Meteor. Soc, vol.83, pp.1771-1790, 2002. ,
CloudSat mission: Performance and early science after the first year of operation, J. Geophys. Res, vol.113, pp.0-18, 2008. ,
The Global Character of the Flux of Downward Longwave Radiation, J. Climate, vol.25, pp.2329-2340, 2012. ,
CloudSat and CALIPSO within the A-Train: Ten Years of Actively Observing the Earth System, Bull. Amer. Meteor. Soc, vol.99, pp.569-581, 2018. ,
URL : https://hal.archives-ouvertes.fr/insu-01720298
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
Calibrated Ensemble Forecasts Using Quantile Regression Forests and Ensemble Model Output Statistics, Mon. Wea. Rev, vol.144, pp.2375-2393, 2016. ,
Diurnal cycle of convection, clouds, and water vapor in the tropical upper troposphere: Satellites versus a general circulation model, J. Geophys. Res, vol.109, p.10101, 2004. ,
Influence of tropical cloud systems on the relative humidity in the upper troposphere, J. Geophys. Res, vol.100, issue.D4, pp.7423-7440, 1995. ,
Using space lidar observations to decompose Longwave Cloud Radiative Effect variations over the last decade, Geophys. Res. Let, vol.44, p.3, 2017. ,
Intercomparison of statistical and dynamical downscaling models under the EURO-and MED-CORDEX initiative framework: Present climate evaluations, Clim. Dyn, vol.46, pp.1301-1329, 2015. ,
URL : https://hal.archives-ouvertes.fr/insu-01157671
Fully Automated Detection of Cloud and Aerosol Layers in the CALIPSO Lidar Measurements, J. Atmos. Oceanic Technol, vol.26, pp.2034-2050, 2009. ,
Coupling between lower-tropospheric convective mixing and low-level clouds: Physical mechanisms and dependence on convection scheme, J. Adv. Model Earth System, vol.8, issue.4, pp.1892-1911, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01478855
Mission to Planet Earth: Role of clouds and radiation in climate, Bull. Amer. Meteor. Soc, vol.76, pp.2125-2153, 1995. ,
Global dimming and brightening: A review, J. Geophys. Res, vol.114, pp.0-16, 2009. ,
Overview of the CALIPSO Mission and CALIOP Data Processing Algorithms, J. Atmos. Oceanic Technol, vol.26, pp.2310-2323, 2009. ,
, , p.20
The CALIPSO Mission, Bull. Amer. Meteor. Soc, vol.91, pp.1211-1230, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00525010
Observational Constraints on Cloud Feedbacks: The Role of Active Satellite Sensors, Surv Geophys, vol.38, issue.6, p.1483, 2017. ,
Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models, 25 Journal of the Royal Statistical Society (B), vol.73, issue.1, pp.3-36, 2011. ,
Statistical Analyses of Satellite Cloud Object Data from CERES. Part II: Tropical Convective Cloud Objects during 1998 El Niño and Evidence for Supporting the Fixed Anvil Temperature Hypothesis, J. Climate, vol.20, pp.819-842, 2007. ,
, , p.30
Comparing clouds and their seasonal variations in 10 atmospheric general circulation models with satellite measurements, J. Geophys. Res, vol.110, pp.15-17, 2005. ,
Why is longwave cloud feedback positive?, J. Geophys. Res, vol.115, p.16117, 2010. ,
The analog method as a simple statistical downscaling technique: Comparison with more complicated methods, J. Climate, vol.12, pp.2474-2489, 1999. ,