T. Ackerman, G. Stokes, S. Bastin, M. Chiriaco, and P. Drobinski, Control of radiation and evaporation on temperature variability in a WRF/MED-CORDEX simulation: comparison with collocated long term ground based observations near Paris, Clim. Dynam, vol.56, pp.38-45, 2003.

A. V. Bosisio and C. Mallet, Influence of cloud temperature on brightness temperature and consequences for water retrieval, Radio Sci, vol.33, pp.929-939, 1998.

W. Brutsaert, Evaporation into the atmosphere: theory, history and applications, p.299, 1982.

S. Businger, S. R. Chiswell, W. C. Ulmer, J. , and R. , Balloons as a Lagrangian measurement platform for atmospheric research, J. Geophys. Res, vol.101, pp.4363-4371, 1996.

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, Geoph. Res. Lett, vol.35, p.15704, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00423478

H. Chepfer, S. Bony, D. Winker, G. Cesana, J. L. Dufresne et al., The GCM Oriented Calipso Cloud Product (CALIPSO-GOCCP), J. Geophys. Res, vol.115, 2010.

F. Cheruy, J. C. Dupont, A. Campoy, A. Ducharne, F. Hourdin et al., Combined influence of atmospheric physics and soil hydrology on the realism of the LMDz model compared to SIRTA measurements, Clim. Dynam, vol.40, pp.2251-2269, 2012.

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 SIRTA Atmospheric Observatory, Mon. Weather Rev, vol.134, pp.897-918, 2006.
URL : https://hal.archives-ouvertes.fr/hal-00159781

M. Chiriaco, S. Bastin, P. Yiou, M. Haeffelin, J. Dupont et al., European heat-wave in July 2006: observations and modelling showing how local processes amplify conducive large-scale conditions, Geophys. Res. Lett, vol.41, pp.5644-5652, 2014.

C. Dione, F. Lohou, M. Chiriaco, M. Lothon, S. Bastin et al., The influence of synoptic circulations and local processes on temperature anomalies over three French observatories, JAMC, vol.58, pp.141-158, 2017.

O. Dubovik and M. D. King, A flexible inversion algorithm for retrieval of aerosol optical properties from sun and sky radiance measurements, J. Geophys. Res, vol.105, pp.20673-20696, 2000.

B. Durr and R. Philipona, Automatic cloud amount detection by surface longwave downward radiation measurements, J. Geophys. Res, vol.109, 2004.

E. G. Dutton, A. Farhadi, R. S. Stone, C. N. Long, and D. W. Nelson, Long-term variations in the occurrence and effective solar transmission of clouds as determined from surface-based total irradiance observations, J. Geophys. Res, vol.109, 2004.

T. F. Eck, B. N. Holben, J. S. Reid, O. Dubovik, A. Smirnov et al., Wavelength dependence of the optical depth of biomass burning, urban and desert dust aerosols, J. Geophys. Res, vol.104, pp.31333-31350, 1999.

M. Haeffelin, L. Barthès, O. Bock, C. Boitel, S. Bony et al., SIRTA, a ground-based atmospheric observatory for cloud and aerosol research, Ann. Geophys, vol.23, pp.253-275, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00329353

M. Haeffelin, F. Angelini, Y. Morille, G. Martucci, S. Frey et al., Evaluation of Mixing-Height Retrievals from Automatic Profiling Lidars and Ceilometers in View of Future Integrated Networks in Europe, Bound.-Lay. Meteorol, vol.143, pp.49-75, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01112433

E. Hawkins and R. Stutton, The potential to narrow uncertainty in regional climate predictions, vol.90, pp.1095-1107, 2009.

B. N. Holben, T. F. Eck, I. Slutsker, D. Tanre, J. P. Buis et al., AERONET -A federated instrument network and data archive for aerosol characterization, Remote Sens. Environ, vol.66, pp.1-16, 1998.

J. C. Kaimal and J. J. Finnigan, Atmospheric Boundary Layer Flows: Their Structure and Measurement, p.289, 1994.

C. N. Long, C. N. Long, and J. J. Deluisi, The Next Generation Flux Analysis: Adding Clearsky LW and LW Cloud Effects, Cloud Optical Depths, and Improved Sky Cover Estimates, Proceedings 10th Symposium on Meteorological Observations and Instrumentation, pp.11-16, 1998.

C. N. Long and D. D. Turner, A method for continuous estimation of clear-sky downwelling longwave radiative flux developed using ARM surface measurements, J. Geophys. Res, vol.113, p.18206, 2008.

C. N. Long, T. P. Ackerman, K. L. Gaustad, C. , and J. N. , Estimation of fractional sky cover from broadband shortwave radiometer measurements, J. Geophys. Res, vol.111, p.11204, 2006.

C. N. Long, J. Sabburg, J. Calbó, and D. Pagès, Retrieving cloud characteristics from ground-based daytime colorall-sky images, J. Atmos. Ocean. Tech, vol.23, pp.633-652, 2006.

L. J. Mcarthur, Baseline Surface Radiation Network (BSRN), Operations Manual, 2004.

A. S. Monin and A. M. Obukhov, Mezhd. Geofiz. Komitet, prezidiume akad. Nauk. SSSR, rezult. Issles. Programme mezhd. Geofiz. Goda, okeanol. Issled., Deep Sea Research and Oceanographic Abstracts, vol.10, issue.1-2, p.121, 1963.

Y. Morille, M. Haeffelin, P. Drobinski, and J. Pelon, STRAT: An automated algorithm to retrieve the vertical structure of the atmosphere from single channel lidar data, J. Atmos. Ocean. Tech, vol.24, pp.761-775, 2007.
URL : https://hal.archives-ouvertes.fr/hal-00150349

A. Ohmura, E. G. Duttonb, B. Forganc, C. Fröhlichd, H. Gilgena et al., Baseline surface radiation network (BSRN/WCRP): New precision radiometry for climate research, vol.79, pp.2115-2136, 1998.

S. Pal and M. Haeffelin, Forcing mechanisms governing diurnal, seasonal, and interannual variability in the boundary layer depths: Five years of continuous lidar observations over a suburban site near Paris, J. Geophys. Res.-Atmos, vol.120, pp.11936-11956, 2015.

S. Pal, M. Haeffelin, and E. Batchvarova, Exploring a geophysical process-based attribution technique for the determination of the atmospheric boundary layer depth using aerosol lidar and near surface meteorological measurements, J. Geophys. Res, vol.118, pp.1-19, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01092232

H. A. Panofsky and J. A. Dutton, Atmospheric turbulences, p.397, 1984.

A. Roesch, M. Wild, A. Ohmura, E. G. Dutton, C. N. Long et al., Assessment of BSRN radiation records for the computation of monthly means, Atmos. Meas. Tech, vol.4, pp.339-354, 2011.

T. Rose, S. Crewell, U. Loehnert, and C. Simmer, A network suitable microwave radiometer for operational monitoring of the cloudy atmosphere, Atmos. Res, vol.75, pp.183-200, 2005.

C. H. Roth, M. A. Malicki, and R. Plagge, Empirical evaluation of the relationship between soil dielectric constant and volumetric water content as the basis for calibrating soil moisture measurements, J. Soil Sci, vol.43, pp.1-13, 1992.

B. Schmid, J. J. Michalsky, D. W. Slater, J. C. Barnard, R. N. Halthore et al., Comparison of Columnar Water-Vapor Measurements from Solar Transmittance Methods, Appl. Opt, vol.40, pp.1886-1896, 2001.

P. Schotanus, F. T. Nieuwstadt, and H. A. Debruin, Temperature-measurement with a sonic anemometer and its application to heat and moisture fluxes, Bound.-Lay. Meteorol, vol.26, pp.81-93, 1983.

L. Terray and J. Boé, Quantifying 21st-century France climate change and related uncertainties, C. R. Geosci, vol.345, pp.136-149, 2013.

E. K. Webb, G. I. Pearman, and R. Leuning, Correction of flux measurements for density effects due to heat and water-vapor transfer, Q. J. Roy. Meteorol. Soc, vol.106, pp.85-100, 1980.

A. Wieser, F. Fiedler, and U. Corsmeier, The Influence of the Sensor Design on Wind Measurements with Sonic Anemometer Systems, JAOT, vol.18, pp.1585-1608, 2001.

J. M. Wilczak, S. P. Oncley, and S. A. Stage, Sonic Anemometer Tilt Correction Algo-rithms, Bound.-Lay. Meteorol, vol.99, pp.127-150, 2001.

S. Xie, R. B. Mccoy, S. Klein, A. Cederwall, R. et al., ARM Climate Modeling Best Estimate Data, vol.91, pp.13-20, 2010.

P. Yiou, K. Goubanova, Z. X. Li, and M. Nogaj, Weather regime dependence of extreme value statistics for summer temperature and precipitation, Nonlin. Processes Geophys, vol.15, pp.365-378, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00331119