A. Agusti-panareda, D. Vasiljevic, A. Beljaars, O. Bock, F. Guichard et al., Radiosonde humidity bias correction over the West African region for the special AMMA reanalysis at ECMWF, Quarterly Journal of the Royal Meteorological Society, vol.4, issue.640, pp.595-61710, 1002.
DOI : 10.1002/qj.396
URL : https://hal.archives-ouvertes.fr/meteo-00384824

E. Andersson, P. Bauer, A. Beljaars, F. Chevallier, E. Holm et al., Assimilation and modeling of the atmospheric hydrological cycle in the ECMWF forecasting system, B. Am, Meteorol. Soc, vol.86, pp.3387-40210, 2005.

T. Auligné, A. P. Mcnally, D. , and D. P. Roy, Adaptive bias correction for satellite data in a numerical weather prediction system, Quarterly Journal of the Royal Meteorological Society, vol.131, issue.624, pp.631-642, 2007.
DOI : 10.1002/qj.56

A. Bauer, M. Godon, J. Carlier, Q. Ma, and R. H. Tipping, Absorption by H2O and H2O-N2 mixtures at 153 GHz, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.50, issue.5, pp.463-475, 1993.
DOI : 10.1016/0022-4073(93)90039-K

A. Bauer, M. Godon, J. Carlier, M. , and Q. , Water vapor absorption in the atmospheric window at 239 GHz, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.53, issue.4, pp.411-423, 1995.
DOI : 10.1016/0022-4073(95)90016-0

G. E. Becker and S. H. Autler, Water Vapor Absorption of Electromagnetic Radiation in the Centimeter Wave-Length Range, Physical Review, vol.70, issue.5-6, pp.300-307, 1946.
DOI : 10.1103/PhysRev.70.300

A. Behrendt, V. Wulfmeyer, D. Girolamo, P. Kiemle, C. Bauer et al., Intercomparison of Water Vapor Data Measured with Lidar during IHOP_2002. Part I: Airborne to Ground-Based Lidar Systems and Comparisons with Chilled-Mirror Hygrometer Radiosondes, Journal of Atmospheric and Oceanic Technology, vol.24, issue.1, pp.3-2110, 1175.
DOI : 10.1175/JTECH1924.1
URL : https://hal.archives-ouvertes.fr/hal-00136878

W. Berg and M. Sapiano, Corrections and APC for SSMIS, p.12, 2013.

R. Bhawar, D. Girolamo, P. Summa, D. Flamant, C. Althausen et al., The water vapour intercomparison effort in the framework of the Convective and Orographically-induced Precipitation Study: airborne-to-ground-based and airborne-to-airborne lidar systems, Quarterly Journal of the Royal Meteorological Society, vol.89, issue.S1, pp.325-348, 2011.
DOI : 10.1002/qj.697
URL : https://hal.archives-ouvertes.fr/hal-00572576

G. Bodeker, S. Bojinski, D. Cimini, R. Dirksen, M. Haeffelin et al., Reference Upper-Air Observations for Climate: From Concept to Reality, Bulletin of the American Meteorological Society, vol.97, issue.1, 2015.
DOI : 10.1175/BAMS-D-14-00072.1

N. Bormann, A. Fouilloux, and W. Bell, Evaluation and assimilation of ATMS data in the ECMWF system, Journal of Geophysical Research: Atmospheres, vol.28, issue.23, pp.12970-1298010, 2013.
DOI : 10.1017/S1350482702002037

H. Brogniez, P. Kirstetter, L. J. Eymard, and . Roy, Expected improvements in the atmospheric humidity profile retrieval using the Megha-Tropiques microwave payload, Quarterly Journal of the Royal Meteorological Society, vol.25, issue.673, pp.842-851, 2013.
DOI : 10.1002/qj.1869
URL : https://hal.archives-ouvertes.fr/hal-00655085

S. A. Buehler, P. Eriksson, T. Kuhn, A. Von-engeln, and C. Verdes, ARTS, the atmospheric radiative transfer simulator, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.91, issue.1, pp.65-93, 2005.
DOI : 10.1016/j.jqsrt.2004.05.051

S. A. Buehler, M. Kuvatov, J. , and V. O. , Scan asymmetries in AMSU-B data, Geophysical Research Letters, vol.38, issue.4, pp.10-1029, 2005.
DOI : 10.1029/2005GL024747

S. A. Buehler, N. Courcoux, J. , and V. O. , Radiative transfer calculations for a passive microwave satellite sensor: Comparing a fast model and a line-by-line model, Journal of Geophysical Research, vol.131, issue.4, pp.10-1029, 2006.
DOI : 10.1029/2005JD006552

S. A. Buehler, M. Kuvatov, T. R. Sreerekha, V. O. John, B. Rydberg et al., A cloud filtering method for microwave upper tropospheric humidity measurements, Atmos . Chem. Phys, vol.75194, pp.5531-554210, 2007.
URL : https://hal.archives-ouvertes.fr/hal-00296368

B. Burns, X. Wu, and G. Diak, Effects of precipitation and cloud ice on brightness temperatures in AMSU moisture channels, IEEE Transactions on Geoscience and Remote Sensing, vol.35, issue.6, pp.1429-1437, 1997.
DOI : 10.1109/36.649797

M. Cai and E. Kalnay, Can Reanalysis Have Anthropogenic Climate Trends without Model Forcing?, Journal of Climate, vol.18, issue.11, pp.1844-1849, 2005.
DOI : 10.1175/JCLI3347.1

P. Chambon, L. Meunier, F. Guillaume, J. Piriou, R. Roca et al., Investigating the impact of the water-vapour sounding observations from SAPHIR on board Megha-Tropiques for the ARPEGE global model, Quarterly Journal of the Royal Meteorological Society, vol.141, issue.690, pp.1769-1779, 2015.
DOI : 10.1002/qj.2478

Y. Chen, Y. Han, P. Van-delst, and F. Weng, On water vapor Jacobian in fast radiative transfer model, Journal of Geophysical Research, vol.44, issue.D12, pp.10-1029, 2010.
DOI : 10.1029/2009JD013379

P. E. Ciesielski, H. Yu, R. H. Johnson, K. Yoneyama, M. Katsumata et al., Quality-Controlled Upper-Air Sounding Dataset for DYNAMO/CINDY/AMIE: Development and Corrections, Journal of Atmospheric and Oceanic Technology, vol.31, issue.4, pp.741-76410, 1175.
DOI : 10.1175/JTECH-D-13-00165.1

G. Clain, H. Brogniez, V. H. Payne, V. O. John, and M. Luo, An Assessment of SAPHIR Calibration Using Quality Tropical Soundings, Journal of Atmospheric and Oceanic Technology, vol.32, issue.1, pp.61-78, 2015.
DOI : 10.1175/JTECH-D-14-00054.1
URL : https://hal.archives-ouvertes.fr/hal-01068324

S. Clough, M. Shephard, E. Mlawer, J. Delamere, M. 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

D. P. Dee and Q. J. Roy, Bias and data assimilation, Quarterly Journal of the Royal Meteorological Society, vol.125, issue.613, pp.3323-3343, 2005.
DOI : 10.1256/qj.05.137

R. J. Dirksen, M. Sommer, F. J. Immler, D. F. Hurst, R. Kivi et al., Reference quality upper-air measurements: GRUAN data processing for the Vaisala RS92 radiosonde, Atmos. Meas. Tech, vol.75194, pp.4463-449010, 2014.

A. Doherty, T. R. Sreerekha, U. M. O-'keeffe, S. J. English, and . Roy, Ice hydrometeor microphysical assumptions in radiative transfer models at AMSU-B frequencies, Quarterly Journal of the Royal Meteorological Society, vol.89, issue.626, pp.1205-1212, 2007.
DOI : 10.1002/qj.84

P. Eriksson, S. A. Buehler, C. P. Davis, C. Emde, and O. Lemke, ARTS, the atmospheric radiative transfer simulator, version 2, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.112, issue.10, pp.1551-1558, 2011.
DOI : 10.1016/j.jqsrt.2011.03.001

J. R. Eyre, A fast radiative transfer model for satellite sounding systems, ECMWF Research Dept. Tech. Memo, vol.176, 1991.

L. Garand, D. S. Turner, M. Larocque, J. Bates, S. Boukabara et al., Radiance and Jacobian intercomparison of radiative transfer models applied to HIRS and AMSU channels, Journal of Geophysical Research: Atmospheres, vol.53, issue.D20, pp.24017-24031, 2001.
DOI : 10.1029/2000JD000184

A. J. Geer and F. Baordo, Improved scattering radiative transfer for frozen hydrometeors at microwave frequencies, Atmos. Meas. Tech, vol.75194, issue.10, pp.1839-1860, 1839.

A. J. Geer, F. Baordo, N. Bormann, and S. English, All-sky assimilation of microwave humidity sounders, ECMWF technical memorandum 741, p.12, 2014.

M. Godon, J. Carlier, and A. Bauer, Laboratory studies of water vapor absorption in the atmospheric window at 213 GHz, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.47, issue.4, pp.275-285, 1992.
DOI : 10.1016/0022-4073(92)90146-U

T. J. Greenwald and S. A. Christopher, Effect of cold clouds on satellite measurements near 183 GHz, Journal of Geophysical Research, vol.25, issue.D13, pp.10-1029, 2002.
DOI : 10.1029/2000JD000258

G. Hong, G. Heygster, J. Miao, and K. Kunzi, Detection of tropical deep convective clouds from AMSU-B water vapor channels measurements, Journal of Geophysical Research, vol.41, issue.4, pp.10-1029, 2005.
DOI : 10.1029/2004JD004949

F. J. Immler, J. Dykema, T. Gardiner, D. N. Whiteman, P. W. Thorne et al., Reference Quality Upper-Air Measurements: guidance for developing GRUAN data products, Atmospheric Measurement Techniques, vol.3, issue.5, pp.1217-123110, 1217.
DOI : 10.5194/amt-3-1217-2010

M. P. Jensen, D. Holdridge, P. Survo, R. Lehtinen, S. Baxter et al., Comparison of Vaisala radiosondes RS41 and RS92 at the ARM Southern Great Plains Site, Atmos . Meas. Tech. Discuss, vol.85194, pp.11323-1136810, 2015.

V. O. John and S. A. Buehler, The impact of ozone lines on AMSU-B radiances, Geophysical Research Letters, vol.9, issue.1, pp.10-1029, 2004.
DOI : 10.1029/2004GL021214

V. O. John, G. Holl, S. A. Buehler, B. Candy, R. W. Saunders et al., Understanding inter-satellite biases of microwave humidity sounders using global simultaneous nadir overpasses, J. Geophys. Res, vol.117, pp.230510-1029, 2012.

V. O. John, R. P. Allan, B. Bell, S. A. Buehler, and A. Kottayil, Assessment of inter-calibration methods for satellite microwave humidity sounders, J. Geophys. Res, vol.118, pp.4906-4918, 2013.

V. O. John, G. Holl, N. Atkinson, and S. A. Buehler, Monitoring scan asymmetry of microwave humidity sounding channels using simultaneous all angle collocations (SAACs), Journal of Geophysical Research: Atmospheres, vol.116, issue.4, pp.1536-1545, 2013.
DOI : 10.1029/2011JD016205

V. Katkov, . Yu, B. A. Sverdlov, and N. I. Furashov, Experimental estimates of the value and temperature dependence of the air-humidity quadratic component of the atmospheric water-vapor absorption coefficient in the frequency band of 140?410 GHz, Radiophysics and Quantum Electronics, vol.87, issue.No. 1, pp.835-844, 1995.
DOI : 10.1007/BF01039991

M. A. Koshelev, E. A. Serov, V. V. Parshin, M. Tretyakov, and . Yu, Millimeter wave continuum absorption in moist nitrogen at temperatures 261???328K, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.112, issue.17, pp.2704-2712, 2011.
DOI : 10.1016/j.jqsrt.2011.08.004

T. Kuhn, A. Bauer, M. Godon, S. Buehler, and K. Kunzi, Water vapor continuum: absorption measurements at and model calculations, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.74, issue.5, pp.545-562, 2002.
DOI : 10.1016/S0022-4073(01)00271-0

E. R. Kursinski, D. Ward, M. Stovern, A. C. Otarola, A. Young et al., Development and testing of the Active Temperature, Ozone and Moisture Microwave Spectrometer (ATOMMS) cm and mm wavelength occultation instrument, Atmos. Meas. Tech, vol.55194, pp.439-45610, 2012.

E. R. Kursinski, D. Ward, A. C. Otarola, J. Mcghee, M. Stovern et al., Atmospheric profiling via satellite to satellite occultations near water and ozone absorption lines for weather and climate, Earth Observing Missions and Sensors: Development , Implementation, and Characterization IV, 10th SPIE Asia-Pacific Remote Sensing Symposium

H. J. Liebe, The atmospheric water vapor continuum below 300 GHz, International Journal of Infrared and Millimeter Waves, vol.195, issue.5833
DOI : 10.1007/BF01417651

H. J. Liebe, MPM?An atmospheric millimeter-wave propagation model, International Journal of Infrared and Millimeter Waves, vol.26, issue.6, pp.631-65, 1989.
DOI : 10.1007/BF01009565

H. J. Liebe and D. H. Layton, Millimeter-wave properties of the atmosphere: Laboratory studies and propagation modeling, NTIA Rep, Natl. Telecommun. and Inf. Admin, pp.87-224, 1987.

M. Matricardi, F. Chevallier, G. Kelly, J. J. Thépaut, and . Roy, An improved general fast radiative transfer model for the assimilation of radiance observations, Quarterly Journal of the Royal Meteorological Society, vol.102, issue.596, pp.153-173, 2004.
DOI : 10.1256/qj.02.181

C. Melsheimer, C. Verdes, S. A. Buehler, C. Emde, P. Eriksson et al., Intercomparison of general purpose clear sky atmospheric radiative transfer models for the millimeter/submillimeter spectral range, Radio Science, vol.78, issue.D23, p.10, 1029.
DOI : 10.1029/2004RS003110

E. Mlawer, V. Payne, J. Moncet, J. Delamere, M. Alvarado et al., Development and recent evaluation of the MT_CKD model of continuum absorption, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol.109, issue.18, pp.2520-2556, 2012.
DOI : 10.1021/jp710066f

I. Moradi, R. R. Ferraro, P. Eriksson, and F. Weng, Intercalibration and Validation of Observations From ATMS and SAPHIR Microwave Sounders, IEEE Transactions on Geoscience and Remote Sensing, vol.53, issue.11, pp.5915-5925, 2015.
DOI : 10.1109/TGRS.2015.2427165

J. Nash, T. Oakley, H. Vömel, W. , and L. , WMO intercomparison of high quality radiosonde systems Instruments and Observing Methods Rep, p.238, 2010.

T. Ning, J. Wang, G. Elgered, G. Dick, J. Wickert et al., The uncertainty of the atmospheric integrated water vapour estimated from GNSS observations, Atmos. Meas. Tech, vol.95194, pp.79-9210, 2016.

T. Odintsova, M. Tretyakov, A. F. Krupnov, and C. Leforestier, The water dimer millimeter-wave spectrum at ambient conditions: A simple model for practical applications, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.140, pp.75-80, 2014.
DOI : 10.1016/j.jqsrt.2014.02.016

V. Payne, J. Delamere, K. Cady-pereira, R. Gamache, J. Moncet et al., Air-Broadened Half-Widths of the 22- and 183-GHz Water-Vapor Lines, IEEE Transactions on Geoscience and Remote Sensing, vol.46, issue.11, pp.3601-361710, 2008.
DOI : 10.1109/TGRS.2008.2002435

V. Payne, E. Mlawer, K. Cady-pereira, and J. Moncet, Water Vapor Continuum Absorption in the Microwave, IEEE Transactions on Geoscience and Remote Sensing, vol.49, issue.6, pp.2194-2208, 2011.
DOI : 10.1109/TGRS.2010.2091416

P. Rosenkranz, Water vapor microwave continuum absorption: A comparison of measurements and models, Radio Science, vol.38, issue.10, pp.919-928, 1998.
DOI : 10.1029/98RS01182

P. W. Rosenkranz, Correction to Water vapor microwave continuum absorption: A comparison of measurements and models, Radio Sci, vol.34, p.1025, 1999.

L. S. Rothman, I. E. Gordon, Y. Babikov, A. Barbe, C. Benner et al., The HITRAN2012 molecular spectroscopic database, The HITRAN2012 molecular spectroscopic database, pp.4-50, 2013.
DOI : 10.1016/j.jqsrt.2013.07.002
URL : https://hal.archives-ouvertes.fr/hal-01005779

R. Saunders, M. Matricardi, P. J. Brunel, and . Roy, An improved fast radiative transfer model for assimilation of satellite radiance observations, Quarterly Journal of the Royal Meteorological Society, vol.116, issue.D13, pp.1407-1425, 1999.
DOI : 10.1002/qj.1999.49712555615

R. Saunders, J. Hocking, D. Rundle, P. Rayer, M. Matricardi et al., RTTOV-11: Science and validation report, NWP-SAF report, p.62, 2013.

E. A. Serov, M. A. Koshelev, T. A. Odintsova, V. V. Parshin, and M. Tretyakov, Rotationally resolved water dimer spectra in atmospheric air and pure water vapour in the 188???258 GHz range, Phys. Chem. Chem. Phys., vol.370, issue.47, pp.26221-2623310, 2014.
DOI : 10.1039/C4CP03252G

J. Tennyson, P. F. Bernath, A. Campargue, A. G. Csaszar, L. Daumont et al., Recommended isolated-line profile for representing high-resolution spectroscopic transitions, Pure Appl. Chem, vol.86, 1931.
URL : https://hal.archives-ouvertes.fr/hal-01143155

M. Tretyakov and . Yu, Spectroscopy underlying microwave remote sensing of atmospheric water vapor, Journal of Molecular Spectroscopy, vol.328, 2016.
DOI : 10.1016/j.jms.2016.06.006

M. Y. Tretyakov, E. A. Serov, M. A. Koshelev, V. V. Parshin, and A. F. Krupnov, Water dimer rotationally resolved millimeterwave spectrum observation at room temperature, Phys. Rev. Lett, vol.110, pp.9300110-1103, 2013.

D. D. Turner, M. P. Cadeddu, U. Löhnert, S. Crewell, and A. M. Vogelmann, Modifications to the Water Vapor Continuum in the Microwave Suggested by Ground-Based 150-GHz Observations, IEEE Transactions on Geoscience and Remote Sensing, vol.47, issue.10, pp.3326-3337, 2009.
DOI : 10.1109/TGRS.2009.2022262

H. Vömel, H. Selkirk, L. Miloshevich, J. Valverde-canossa, J. Valdés et al., Radiation Dry Bias of the Vaisala RS92 Humidity Sensor, Journal of Atmospheric and Oceanic Technology, vol.24, issue.6, pp.953-96310, 2007.
DOI : 10.1175/JTECH2019.1

T. Wilheit, H. Brogniez, S. Datta, L. Jones, W. Payne et al., The use of SAPHIR on Megha- Tropiques for intercalibration of polar-orbiting microwave water vapor sounders, 2013 EUMETSAT meteorological satellite Conference, AMS Satellite Meteorology Oceanography and Climatology Conference, p.272, 2013.

V. Wulfmeyer, R. Hardesty, D. Turner, A. Behrendt, M. Cadeddu et al., A review of the remote sensing of lower tropospheric thermodynamic profiles and its indispensable role for the understanding and the simulation of water and energy cycles, Reviews of Geophysics, vol.49, issue.D24, pp.819-89510, 1002.
DOI : 10.1002/2013RS005280

H. Yu, P. E. Ciesielski, J. Wang, H. Kuo, H. Vömel et al., Evaluation of Humidity Correction Methods for Vaisala RS92 Tropical Sounding Data, Journal of Atmospheric and Oceanic Technology, vol.32, issue.3, pp.397-411, 2015.
DOI : 10.1175/JTECH-D-14-00166.1