Filipe Aires

发表

Soil Moisture Retrieval Using Neural Networks: Application to SMOS

Philippe Richaume, Yann Kerr, Nemesio Rodriguez-Fernandez, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Neural network uncertainty assessment using Bayesian statistics with application to remote sensing: 3. Network Jacobians

Filipe Aires, F. Aires, 2004 .

Measure and exploitation of multisensor and multiwavelength synergy for remote sensing: 2. Application to the retrieval of atmospheric temperature and water vapor from MetOp

Marc Bouvet, Filipe Aires, M. Paul, 2011 .

SMOS Neural Network Soil Moisture Data Assimilation

Nemesio J. Rodríguez-Fernández, Philippe Richaume, Yann Kerr, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Measure and exploitation of multisensor and multiwavelength synergy for remote sensing: 1. Theoretical considerations

Filipe Aires, F. Aires, 2011 .

Statistical downscaling of remotely-sensed soil moisture

Filipe Aires, Catherine Prigent, Jana Kolassa, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Synergistic multi‐wavelength remote sensing versus a posteriori combination of retrieved products: Application for the retrieval of atmospheric profiles using MetOp‐A

C. Prigent, Filipe Aires, M. Paul, 2012 .

Analyse de séries temporelles géophysiques et théorie de l'information: L'analyse en composantes indépendantes

Filipe Aires, Alain Chedin, Jean-Pierre Nadal, 1999 .

Surface water maps de-noising and missing-data filling using determinist spatial filters based on several a priori information

Filipe Aires, F. Aires, 2020 .

Analysis of the potential and limitations of microwave radiometry for the retrieval of sea surface temperature: Definition of MICROWAT, a new mission concept

Filipe Aires, H. Roquet, J.-C. Orlhac, 2013 .

Quantifying Uncertainties in Land-Surface Microwave Emissivity Retrievals

Filipe Aires, Catherine Prigent, Kenneth W. Harrison, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Towards more realistic hypotheses for the information content analysis of cloudy/precipitating situations - Application to a hyperspectral instrument in the microwave

Filipe Aires, Catherine Prigent, Susanne Crewell, 2018 .

Statistical retrieval of surface and root zone soil moisture using synergy of multi-frequency remotely-sensed observations

Filipe Aires, Catherine Prigent, Jana Kolassa, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Towards Solving the Mixing Problem in the Decomposition of Geophysical Time Series by Independent Component Analysis

Filipe Aires, Alain Chedin, James E. Hansen, 2013 .

Sensitivity of satellite observations to snow characteristics

Filipe Aires, C. Prigent, E. Cordisco, 2003, IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477).

An Innovative Calibration Method for the Inversion of Satellite Observations

Filipe Aires, Catherine Prigent, F. Bernardo, 2010 .

Multiangle Backscattering Observations of Continental Surfaces in Ku-Band (13 GHz) From Satellites: Understanding the Signals, Particularly in Arid Regions

Filipe Aires, Catherine Prigent, Carlos Jimenez, 2015, IEEE Transactions on Geoscience and Remote Sensing.

Ice Concentration Retrieval from the Analysis of Microwaves: Evaluation of a New Methodology Optimized for the Copernicus Imaging Microwave Radiometer

Filipe Aires, Catherine Prigent, Carlos Jimenez, 2020, Remote. Sens..

Sampling techniques in high‐dimensional spaces for the development of satellite remote sensing database

Filipe Aires, Catherine Prigent, 2007 .

Surface Water Evolution (2001-2017) at the Cambodia/Vietnam Border in the Upper Mekong Delta Using Satellite MODIS Observations

Filipe Aires, Catherine Prigent, Nicolas Gratiot, 2020, Remote. Sens..

Artificial Neural Networks to Retrieve Land and Sea Skin Temperature from IASI

Filipe Aires, Daniel K. Zhou, Lieven Clarisse, 2020, Remote. Sens..

Global retrieval of soil moisture using neural networks trained with synthetic radiometric data

Nemesio J. Rodríguez-Fernández, Philippe Richaume, Yann Kerr, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact

Philippe Richaume, Yann Kerr, Nemesio Rodriguez-Fernandez, 2019, Remote. Sens..

A Statistical Retrieval of Cloud Parameters for the Millimeter Wave Ice Cloud Imager on Board MetOp-SG

Filipe Aires, Catherine Prigent, Die Wang, 2017, IEEE Access.

Soil moisture retrieval from multi‐instrument observations: Information content analysis and retrieval methodology

Filipe Aires, Jana Kolassa, Jan Polcher, 2013 .

Neural Network Uncertainty Assessment Using Bayesian Statistics: A Remote Sensing Application

Filipe Aires, Catherine Prigent, William B. Rossow, 2004, Neural Computation.

Remote sensing from the infrared atmospheric sounding interferometer instrument 1. Compression, denoising, and first-guess retrieval algorithms

Filipe Aires, Noelle A. Scott, William B. Rossow, 2002 .

Estimating Retrieval Errors From Neural Network Inversion Schemes—Application to the Retrieval of Temperature Profiles From IASI

Filipe Aires, Victor Pellet, F. Aires, 2021, IEEE Transactions on Geoscience and Remote Sensing.

An hyper-fast high spectral resolution neural network-based forward model for the radiances observed by the spatial interferometer IASI

Filipe Aires, Noelle A. Scott, Raymond Armante, 2003 .

Soil moisture retrieval from SMOS observations using neural networks

Philippe Richaume, Yann Kerr, Nemesio Rodriguez-Fernandez, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Using Shannon's entropy to sample heterogeneous and high‐dimensional atmospheric datasets

Filipe Aires, M. Paul, 2015 .

Dimension reduction of satellite observations for remote sensing. Part 2: Illustration using hyperspectral microwave observations

Filipe Aires, V. Pellet, 2016 .

Prototype global burnt area algorithm using the AVHRR-LTDR time series

Filipe Aires, Gerardo López-Saldaña, José M. C. Pereira, 2013 .

An Evaluation of Microwave Land Surface Emissivities Over the Continental United States to Benefit GPM-Era Precipitation Algorithms

Li Li, Xin Lin, Chuntao Liu, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Blind source separation in the presence of weak sources

Filipe Aires, Elka Korutcheva, Jean-Pierre Nadal, 2000, Neural Networks.

A Parameterization of the Microwave Land Surface Emissivity Between 19 and 100 GHz, Anchored to Satellite-Derived Estimates

Filipe Aires, Catherine Prigent, Frédéric Chevallier, 2008, IEEE Transactions on Geoscience and Remote Sensing.

The "weight smoothing" regularization of MLP for Jacobian stabilization

Noëlle A. Scott, Filipe Aires, Michel Schmitt, 1999, IEEE Trans. Neural Networks.

Ice Concentration Retrieval from the Analysis of Microwaves: A New Methodology Designed for the Copernicus Imaging Microwave Radiometer

Filipe Aires, Catherine Prigent, Carlos Jiménez, 2020, Remote. Sens..

Neural network uncertainty assessment using Bayesian statistics with application to remote sensing: 2. Output errors

Filipe Aires, William B. Rossow, C. Prigent, 2004 .

Bottleneck Channels Algorithm for Satellite Data Dimension Reduction: A Case Study for IASI

Filipe Aires, Victor Pellet, F. Aires, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Convolutional neural networks for satellite remote sensing at coarse resolution. Application for the SST retrieval using IASI

Filipe Aires, Victor Pellet, Eulalie Boucher, 2021 .

SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact

Philippe Richaume, Yann Kerr, Nemesio Rodriguez-Fernandez, 2019, Remote. Sens..

Global downscaling of remotely sensed soil moisture using neural networks

Filipe Aires, Catherine Prigent, Jana Kolassa, 2018, Hydrology and Earth System Sciences.

Cluster Analysis of Cloud Properties over the Southern European Mediterranean Area in Observations and a Model

Filipe Aires, F. Chéruy, F. Aires, 2009 .

Evaluation of “all weather” microwave‐derived land surface temperatures with in situ CEOP measurements

Filipe Aires, William B. Rossow, C. Prigent, 2011 .

A Land and Ocean Microwave Cloud Classification Algorithm Derived from AMSU-A and -B, Trained Using MSG-SEVIRI Infrared and Visible Observations

Filipe Aires, Catherine Prigent, Francis Marquisseau, 2011 .

Soil moisture retrieval from AMSR-E and ASCAT microwave observation synergy. Part 2: Product evaluation

Filipe Aires, Catherine Prigent, Pierre Gentine, 2017 .

Water, Energy, and Carbon with Artificial Neural Networks (WECANN): A statistically-based estimate of global surface turbulent fluxes using solar-induced fluorescence

Filipe Aires, Catherine Prigent, Jana Kolassa, 2016 .

A Long-Term, High-Resolution Wetland Dataset over the Amazon Basin, Downscaled from a Multiwavelength Retrieval Using SAR Data

Filipe Aires, Catherine Prigent, Fabrice Papa, 2013 .

Independent component analysis of multivariate time series: Application to the tropical SST variability

Filipe Aires, Alain Chedin, Jean-Pierre Nadal, 2000 .

Potential of Advanced Microwave Sounding Unit‐A (AMSU‐A) and AMSU‐B measurements for atmospheric temperature and humidity profiling over land

Filipe Aires, Catherine Prigent, Fatima Karbou, 2005 .

Analyzing the Mediterranean Water Cycle Via Satellite Data Integration

Filipe Aires, Diego Fernández-Prieto, Annarita Mariotti, 2018, Pure and Applied Geophysics.

Characterization and Space-Time Downscaling of the Inundation Extent over the Inner Niger Delta Using GIEMS and MODIS Data

Filipe Aires, Catherine Prigent, Jean-François Crétaux, 2014 .

Observed Relationships between Arctic Longwave Cloud Forcing and Cloud Parameters Using a Neural Network

Filipe Aires, Yonghua Chen, Jennifer A. Francis, 2006 .

Toward a High-Resolution Monitoring of Continental Surface Water Extent and Dynamics, at Global Scale: from GIEMS (Global Inundation Extent from Multi-Satellites) to SWOT (Surface Water Ocean Topography)

Filipe Aires, Catherine Prigent, Dennis P. Lettenmaier, 2016, Surveys in Geophysics.

Dimension reduction of satellite observations for remote sensing. Part 1: A comparison of compression, channel selection and bottleneck channel approaches

Filipe Aires, Jean-Luc Moncet, C. Prigent, 2016 .

Rotation of Eofs by the Independent Component Analysis: Towards a Solution of the Mixing Problem in the Decomposition of Geophysical Time Series

Filipe Aires, Alain Chedin, F. Aires, 2013 .

Toward a new generation of satellite surface products

Filipe Aires, C. Prigent, F. Aires, 2006 .

Remote sensing from the infrared atmospheric sounding interferometer instrument 2. Simultaneous retrieval of temperature, water vapor, and ozone atmospheric profiles

Filipe Aires, Alain Chedin, Noelle A. Scott, 2002 .

Retrieval of Surface and Atmospheric Geophysical Variables over Snow-Covered Land from Combined Microwave and Infrared Satellite Observations

Filipe Aires, Catherine Prigent, William B. Rossow, 2003 .

Snow characterization at a global scale with passive microwave satellite observations

Filipe Aires, C. Prigent, E. Cordisco, 2006 .

Satellite-derived surface and sub-surface water storage in the Ganges–Brahmaputra River Basin

Muddu Sekhar, Filipe Aires, Catherine Prigent, 2015 .

An innovative physical scheme to retrieve simultaneously surface temperature and emissivities using high spectral infrared observations from IASI

Filipe Aires, Isabel F. Trigo, C. Prigent, 2012 .

Water, Energy, and Carbon with Artificial Neural Networks (WECANN): A statistically-based estimate of global surface turbulent fluxes and gross primary productivity using solar-induced fluorescence.

Filipe Aires, Catherine Prigent, Jana Kolassa, 2017, Biogeosciences.

Atmospheric water‐vapour profiling from passive microwave sounders over ocean and land. Part I: Methodology for the Megha‐Tropiques mission

Filipe Aires, Catherine Prigent, F. Aires, 2013 .

Microwave hyperspectral measurements for temperature and humidity atmospheric profiling from satellite: The clear‐sky case

Filipe Aires, Catherine Prigent, Susanne Crewell, 2015 .

Evaluation of modeled microwave land surface emissivities with satellite‐based estimates

Filipe Aires, Jean-Luc Moncet, Yudong Tian, 2015 .

Information content on temperature and water vapour from a hyper‐spectral microwave sensor

Filipe Aires, Catherine Prigent, Emiliano Orlandi, 2015 .

Detecting cloud contamination in passive microwave satellite measurements over land

Filipe Aires, Catherine Prigent, Carlos Jimenez, 2018, Atmospheric Measurement Techniques.

A Tool to Estimate Land‐Surface Emissivities at Microwave frequencies (TELSEM) for use in numerical weather prediction

Filipe Aires, Catherine Prigent, Carlos Jimenez, 2011 .

A Regularized Neural Net Approach for Retrieval of Atmospheric and Surface Temperatures with the Iasi Instrument

Filipe Aires, Alain Chedin, Noelle A. Scott, 2013 .

Sea‐surface emissivity parametrization from microwaves to millimetre waves

Filipe Aires, Stuart Fox, C. Prigent, 2016 .

Toward an estimation of global land surface heat fluxes from multisatellite observations

Filipe Aires, Catherine Prigent, Carlos Jiménez, 2009 .

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

Filipe Aires, Catherine Prigent, William B. Rossow, 2003 .

Surface Emissivity at Microwaves to Millimeter Waves over Polar Regions: Parameterization and Evaluation with Aircraft Experiments

Filipe Aires, Fatima Karbou, Stuart Fox, 2017 .

Remote sensing of global wetland dynamics with multiple satellite data sets

Filipe Aires, Catherine Prigent, William B. Rossow, 2001 .

Land Surface Microwave Emissivities over the Globe for a Decade

Filipe Aires, Catherine Prigent, F. Aires, 2006 .

Development of precipitation retrievals at millimeter and sub‐millimeter wavelengths for geostationary satellites

Filipe Aires, Eric Defer, C. Prigent, 2008 .

Comparisons of Global Terrestrial Surface Water Datasets over 15 Years

Filipe Aires, Catherine Prigent, Fabrice Papa, 2017 .

Inferring instantaneous, multivariate and nonlinear sensitivities for the analysis of feedback processes in a dynamical system: Lorenz model case‐study

Filipe Aires, William B. Rossow, F. Aires, 2003 .

Joint characterization of vegetation by satellite observations from visible to microwave wavelengths: A sensitivity analysis

Filipe Aires, Catherine Prigent, William B. Rossow, 2001 .

Introducing multisensor satellite radiance‐based evaluation for regional Earth System modeling

Filipe Aires, Mian Chin, Christa D. Peters-Lidard, 2014 .

Temporal interpolation of global surface skin temperature diurnal cycle over land under clear and cloudy conditions

Filipe Aires, William B. Rossow, C. Prigent, 2004 .