-------------------------------------------BOOKS-------------------------------------------

2013:

F. Aires
Statistical inverse problems - Application to atmospheric sciences,
Springer, 300 pages, in preparation, 2013.
F. Aires
Resolution statistique des problèmes inverses : application aux sciences de l'atmosphère,
EDP Sciences, 300 pages, in preparation, 2013.

-------------------------------------------THESIS-------------------------------------------

F. Aires
Problèmes inverses et réseaux de neurones : application à l'interféromètre haute résolution IASI et à l'analyse de séries temporelles,
Thèse de doctorat, 183 pages, 1999.
F. Aires
Résolution des problèmes inverses en sciences de l'atmosphè : de l'observation à l'analyse,
Thèse de HDR, 856 pages, 2012.

-------------------------------------------ARTICLES-------------------------------------------

2013:

58 - E. Foley, A. Friend, D. Dalmonech, F. Aires, A. Archibald, P. Barlein, L. Bopp, J. Chappellaz, P. Cox, N. Edwards, G. Feulnet, P. Friedlingtein, S. P. Harrison, C. Jones, J. Kolassa, J. Levine, I.C. Prentice, J. Pyle, N. Vazquez Riveiros, E. Wolff, S. Zaehle
Evaluation of Earth system models using modern and palaeo-observations: The state-of-the-art,
Biogeosciences, in preparation, 2013.
57 - F. Aires, P. Gentine, K. Findell, B.R. Lintner, and C. Kerr
Neural network-based sensitivity analysis of summertime convection over continental US,
J. of Clim., submited, 2013.
56 - C. Jimenez, D.B. Clark, J. Kolassa, F. Aires, C. Prigent, and E. Blyth
A joint analysis of modeled soil moisture fields and satellite observations,
JGR, in review, 2013.
55 - C. Prigent, F. Aires, F. Bernardo, J.-C. Orlhac, J.-M. Goutoule, H. Roquet, and C. Donlon
Analysis of the potential and limitation of microwave radiometry for the retrieval of Sea Surface Temperature: Definition of new mission concepts,
J. Geophys. Res., in review, 2013.
54 - Aires, F., F. Papa, C. Prigent, J.-F. Cretaux and M. Berge-Nguyen
Characterization and downscaling of the inundation extent over the Inner Niger delta using a multi-wavelength retrievals and Modis data,
J. of Hydrometeorology, submitted, 2013.
53 - T. Yudong, C.D. Peters-Lidard, K.W. Harrison, C. Prigent, H. Norouzi, F. Aires, S.-A. Boukabara, F.A. Furuzawa, and H. Masunaga
Quantifying uncertainties in land surface microwave emissivity retrievals,
IEEE TGRS, in press, 2013.
52 - Aires, F., F. Papa and C. Prigent
A long-term, high-resolution wetland dataset over the Amazon basin, downscaled from a multi-wavelength retrieval using SAR,
J. of Hydrometeorology, in press, 2013.
51 - Kolassa, J., F. Aires, J. Polcher, C. Prigent, C. Jimenez, and J.M. Pereira
Soil moisture retrieval from multi-instrument observations: Part I - Information content analysis and retrieval methodology,
J. of Geophys. Res., in press, 2013.

2012:

50 - Aires, F., O. Aznay, C. Prigent, M. Paul, F. Bernardo,
Synergetic multi-wavelegnth remote sensing versus a posteriori combination of retrieved products: Application for the retrieval of atmospheric profiles using MetOp measurements,
J. of Geophys. Res., 117, D18304, doi:10.1029/2011JD017188, 2012.
49 - Ferraro, R., C. Peters-Lidard, C. Hernandez, F.J. Turk, F. Aires, C. Prigent, W. Lon, S-A. Boukabara, F. Furuzawa, K.Gopalan, K. Harrison, F. Karbou, L. Li, C. Liu, H. Masunaga, L. Moy, S.Ringerud, G. Skofronick-Jackson, Y. Tian, N-Y. Wang, 
An evaluation of microwave land surface emissivities over the continental UnitedStates to benefit GPM-era precipitation algorithms., 
IEEE Transactions on Geosciences and Remote Sensing, 99, pp. 1-31, doi: 10.1109/TGRS.2012.2199121, 2012.
48 - Aires, F.,
Using random-effect models to build impact indices when the available historical record is short,
J. Appl. Meteorol. and Climat., 51, 1994-2004, doi: http://dx.doi.org/10.1175/JAMC-D-11-0125.1, 2012.
47 - Paul, M., F. Aires, and C. Prigent,
An innovative physical scheme to retrieve simultaneously surface temperature and emissivities based on a high-resolution infrared emissivity interpolator,
J. of Geophys. Res., 117, D11302, doi: 10.1029/2011JD017296, 2012.
46 - Prigent, C., F. Papa, F. Aires, C. Jimenez, W.B. Rossow, E. Matthews,
Changes in land surface water dynamics since the 1990s and relation to population pressure
Geophys. Res. Lett., 39, L08403, 5 pp., DOI: 10.1029/2012GL051276, 2012.
45 - Bernardo, F., F. Aires, and C. Prigent,
Atmospheric water vapour retrieval from microwave instruments - Part II : Evaluation for the Megha-Tropiques mission,
Q. J. Royal Meteor. Soc., DOI: 10.1002/qj.1946, 2012.
44 - Aires, F., Bernardo, F., and C. Prigent,
Atmospheric water vapour retrieval from microwave instruments - Part I : Methodology,
Q. J. Royal Meteor. Soc., 10.1002/qj.1888, 2012.

2011:

43 - Prigent, C., J. Catherinot, R. Maurer, F. Papa, C. Jimenez, F. Aires, and W.B. Rossow,
Evaluation of 'all weather' microwave-derived land surface temperatures with in situ CEOP measurements,
J. of Geophys. Res., 116, D23105, doi: 10.1029/2011JD016439, 2011.
42 - Prigent, C., N. Rochetin, F. Aires, E. Defer, J-Y Grandpeix, C. Jimenez, F. Papa,
Impact of the inundated areas on the deep convection at continental scale from satellite observations and modeling experiments,
J. of Geophys. Res., 116, D24118, doi: 10.1029/2011JD16311, 2011.
41 - Aires, F., Marquisseau, F., Prigent, C., and Seze, G.,
A land and ocean microwave cloud classification derived from AMSU-A and -B, calibrated on MSG-SEVIRI infrared and visible observations,
Monthly Weather Review, 139, 2347-2366, doi: http://dx/doi.org/10.1175/MWR-D-10-05012.1, 2011. Get pdf
40 - Aires, F., C. Prigent, F. Bernardo, C. Jimenez, R. Sounders, and P. Brunel,
A Tool to Estimate Land Surface Emissivities in the Microwaves (TELSEM) for use in numerical weather prediction schemes.
Q. J. Royal Meteor. Soc., 137: 690-699, DOI: 10.1002/qj.803, April 2011 A. Get pdf
39 - Aires, F.,
Measure and exploitation of multi-sensor and multi-wavelength Synergy for remote sensing: Part I - Theoretical considerations,
Journal of Geophysical Research, JGR, 116, D02301, doi:10.1029/2010JD014701, 2011.
38 - Aires, F., M. Paul, C. Prigent, B. Rommen, and M. Bouvet
Measure and exploitation of multi-sensor and multi-wavelength Synergy for remote sensing: Part II - An application for the retrieval of atmospheric temperature and water vapour from METOP,
Journal of Geophysical Research, JGR, 116, D02302, doi:10.1029/2010JD014702, 2011.

2010:

37 - Aires, F., F. Bernardo, H. Brogniez, and C. Prigent,
Calibration for the inversion of satellite observations,
J. of Applied Meteorology and Climatology, 49, 12, 2458-2473, december 2010.
36 - Papa, F., C. Prigent, C. Jimenez, F. Aires, W.B. Rossow, and E. Matthews,
Interannual variability of surface water extent at global scale, 1993-2004,
Journal of Geophysical Research, 115, D12111, doi:10.1029/2009JD012674., 2010.

2009:

35 - Jimenez, C., C. Prigent and F. Aires
Toward an estimation of global land surface heat fluxes frm multisatellite observation,
Journal of Geophysical Research, 114, D06305, doi:10.1029/2008JD011392, 2009.
34 - Cheruy F., and F. Aires,
Cluster analysis of cloud properties over the Southern Europe Mediterranean area in observations and a model,
Monthly Weather Review, 137, 10, pp. 3161-3176.

2008:

33 - Decharme B., H. Douville, C. Prigent, F. Papa, and F. Aires,
A new river flooding scheme for global climate applications: Off-line evaluation over South America,
Journal of Geophysical Research, 113, D11110, doi:10.1029/2007JD009376, 2008. Get pdf
32 - Defer, E., C. Prigent, F.Aires, J.R. Pardo, C.J. Walden, O.-Z. Zanife, J.-P. Chaboureau and J.-P Pinty,
Development of precipitation retrievals at millimeter and submillimeter wavelengths for geostationary satellites.
Journal of Geophysical Research, 113, D08111, doi:10.1029/2007JD008673, 2008. Get pdf
31 - Prigent, C., E. Jaumouille, F. Chevallier, and F. Aires,
A parameterization of the microwave land surface emissivity between 19 and 100 GHz, anchored to satellite-derived estimates,
IEEE Transaction on Geoscience and Remote Sensing, 46, 344-352, 2008.< Get pdf

2007:

30 - F. Aires, and C. Prigent,
Sampling Techniques in High-Dimensional Spaces for Satellite Remote Sensing Databases Generation.
Journal of Geophysical Research, 112, D20301, doi:10.1029/2007JD008391, 2007. Get pdf
29 - C. Prigent, F. Papa, F. Aires, and W.B. Rossow
Global inundation dynamics inferred from multiple satellite observations,
Journal of Geophysical Research, 112, D12107, doi: 10.1029/2006JD007847, 2007. Get pdf

2006:

28 - F. Aires, and C. Prigent, F. Aires
Toward a new generation of satellite surface products?
Journal of Geophysical Research, Vol. 111, D22S10, doi:10.1029/2006JD007362, 2006. Get pdf
27 - C. Prigent, F. Aires, and W.B. Rossow
Land Surface Microwave Emissivities over the Globe for a Decade.
Bulletin of the American Meteorological Society, DOI:10.1175/BAMS-87-11-1573, pp. 1572-1584, Nov. 2006. Get pdf
26 - E. Cordisco, C. Prigent, and F. Aires,
Snow characterization at a global scale with passive microwave satellite observations.
Journal of Geophysical Research, doi: 10.1029/2005JD006773, vol. 111, No. D19, D19301, 2006. Get pdf
25 - Y. Chen, F. Aires, J.A. Francis, and G.L. Russell,
Observed relationships between longwave cloud forcing and cloud parameters at SHEBA using a neural network.
Journal of Climate, doi: 10.1175/JCLI3839.1, vol. 19, No. 16, pp. 4087-4104, 2006. Get pdf

2005:

24 - Aires, F., Prigent, C., and Rossow, W.B.,
Soil moisture at a global scale. II - Global statistical relationships.
Journal of Geophysical Research, Vol. 110, No. D11, D11103, 10.1029/2004JD005094, 01 June 2005. Get pdf
23 - C. Prigent, Aires, F., and Rossow, W.B.,
Soil moisture at a global scale. I - Presentation of the satellite observations and analysis of their relations with in situ soil moisture measurements.
Journal of Geophysical Research, Vol. 110, No. D7, D07110, 10.1029/2004JD005087, 13 April 2005. Get pdf
22 - C. Prigent, Tegen, I., Aires, F., Marticorena, B., and Zribi, M.,
Estimation of the aerodynamic roughness length in arid and semi-arid regions over the globe with the ERS scatterometer.
Journal of Geophysical Research, Vol. 110, No. D9, D09205 10.1029/2004JD005370, 11 May 2005. Get pdf
21 - Karbou, F., Aires, F., Prigent, C.
Retrieval of temperature and water vapor atmospheric profiles over Africa using AMSU microwave observations.
Journal of Geophysical Research, Vol. 110, No. D7, D07109 10.1029/2004JD005318, 13 April 2005. Get pdf

2004:

20 - Aires, F.,
Neural network uncertainty assessment using Bayesian statistics with application to remote sensing: 1. Network weights.
J. Geophys. Res., 109, D10303, doi:10.1029/2003JD004173. Get pdf
19 - Aires, F., C. Prigent, and W.B. Rossow,
Neural network uncertainty assessment using Bayesian statistics with application to remote sensing: 2. Output errors.
J. Geophys. Res., 109, D10304, doi:10.1029/2003JD004174. Get pdf
18 - Aires, F., C. Prigent, and W.B. Rossow,
Neural network uncertainty assessment using Bayesian statistics with application to remote sensing: 3. Network Jacobians.
J. Geophys. Res., 109, D10305, doi:10.1029/2003JD004175. Get pdf
17 - Aires, F., C. Prigent, and W.B. Rossow,
Temporal interpolation of global surface skin temperature diurnal cycle over land under clear and cloudy conditions.
J. Geophys. Res., 109, D04313, doi:10.1029/2003JD003527. Get pdf
16 - Aires, F., C. Prigent, and W.B. Rossow,
Neural network uncertainty assessment using Bayesian statistics: A remote sensing application.
Neural Computation, 16, 2415-2458. Get pdf

2003:

15 - Aires, F., and W.B. Rossow,
Inferring instantaneous, multivariate and nonlinear sensitivities for the analysis of feedback processes in a dynamical system: The Lorenz model case study.
Q. J. Royal Meteor. Soc., 129, 239-275, 2003. Get pdf
14 - Chen, Y., J.R. Miller, J.A. Francis, G.L. Russell, and F. Aires,
Observed and modeled relationships among Arctic climate variables.
J. Geophys. Res., 108, no. D24, 4799, doi:10.1029/2003JD003824. Get pdf
13 - C. Prigent, F. Aires, and W.B. Rossow,
Retrieval of surface and atmospheric geophysical variables over snow from microwave satellite observations.
Journal of Applied Meteorology, 42, 368-380, doi:10.1175/1520-0450(2003)042<0368:ROSAAG>2.0.CO;2. Get pdf
12 - C. Prigent, F. Aires, and W.B. Rossow,
Land surface skin temperatures from a combined analysis of microwave and infrared satellite observations for an all-weather evaluation of the differences between air and skin temperatures.
Journal of Geophysical Research, 108, no. D10, 4310, doi:10.1029/2002JD002301. Get pdf

2002:

11 - F. Aires, W.B. Rossow, and A. Chedin,
Rotation of EOFs by the Independent Component Analysis: Towards a Solution of the Mixing Problem in the Decomposition of Geophysical Time Series,
Journal of the Atmospheric Sciences, 59, 1, pp. 111-123, 2002. Get pdf
10 - F. Aires, W.B. Rossow, N. Scott, and A. Chedin,
Remote sensing from the IASI instrument. 1 Compression, de-noising, and first-guess retrieval algorithms,
Journal of Geophysical Research, 107, no. D22, 4619, doi:10.1029/2001JD000955, 2002. Get pdf
9 - F. Aires, W.B. Rossow, N. Scott, and A. Chedin,
Remote sensing from the IASI instrument. 2 Simultaneous retrieval of temperature, water vapor and ozone atmospheric profiles,
Journal of Geophysical Research, 107, no. D22, 4620, doi:10.1029/2001JD001591, 2002. Get pdf
8 - F. Aires, A. Chedin, N. Scott, and W.B. Rossow,
A regularized neural network approach for retrieval of atmospheric and surface temperatures with the IASI instrument,
Journal of Applied Meteorology, Vol. 41, No. 2, pp. 144-159, 2002 Get pdf

2001:

7 - C. Prigent, E. Matthews, F. Aires, and W. B. Rossow,
Remote sensing of global wetland dynamics with multiple satellite data sets,
Geophysical Research Letter, Vol. 28 , No. 24 , pp. 4,631-4,634, 2001. Get pdf
6 - Prigent, C., F. Aires, W. B. Rossow, and E. Matthews,
Joint characterization of the vegetation by satellite observations from visible to microwavelengths: a sensitivity analysis,
Journal of Geophysical Research, Vol. 106, No. D18, pp. 20,665-20,685, 2001. Get pdf
5 - F. Aires, C. Prigent, W.B. Rossow, and M. Rothstein,
A new neural network approach including first-guess for retrieval of atmospheric water vapor, cloud liquid water path, surface temperature and emissivities over land from satellite microwave observations,
Journal of Geophysical Research, Vol. 106, No. D14, pp. 14,887-14,907, July 27, 2001. Get pdf

2000:

4 - Aires F., Chédin A. and Nadal J.-P.
Independent component analysis of multivariate time series. Application to the tropical SST variability.
Journal of Geophysical Research, Vol. 105 , No. D13, pp. 17,437-17,455, 2000. Get pdf
3 - Nadal J.-P., Korutcheva E. and Aires F.,
Blind source separation in the presence of weak sources
Neural Networks, Volume 13, Issue 6, pp. 589-596, July 2000. Get pdf

1999:

2 - Aires F., Chédin A. and Nadal J.-P.
Analysis of geophysical time series and information theory: Independent Component Analysis
Les comptes-rendus de l'Academie des sciences IIa, 328, pp. 569-575, 1999. Get pdf
1 - F. Aires, M. Schmitt, N. Scott and A. Chedin,
The Weight Smoothing regularisation for MLP for resolving the input contribution's errors in functional interpolations,
IEEE Transactions to Neural Networks, Vol. 10, No. 6, pp. 1502-1510, Nov. 1999. Get pdf