F. Aires

发表

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..

Soil moisture retrieval from AMSR-E and ASCAT microwave observation synergy. Part 1: Satellite data analysis

F. Aires, C. Prigent, P. Gentine, 2016 .

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

F. Aires, C. Prigent, W. Rossow, 2001 .

Toward “all weather,” long record, and real‐time land surface temperature retrievals from microwave satellite observations

F. Aires, C. Prigent, C. Jiménez, 2016 .

A joint analysis of modeled soil moisture fields and satellite observations

F. Aires, C. Prigent, J. Kolassa, 2013 .

Sensitivity of satellite microwave and infrared observations to soil moisture at a global scale: 2. Global statistical relationships

F. Aires, C. Prigent, W. Rossow, 2005 .

Remote sensing of global wetland dynamics with multiple satellite data sets

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

Atmospheric Water Vapour Profiling over Ocean/Land and for Clear/Cloudy Situations Using Microwave Observations

F. Aires, 2018 .

A global dynamic long-term inundation extent dataset at high spatial resolution derived through downscaling of satellite observations

F. Aires, C. Prigent, B. Pham, 2017 .

Neural Network-Based Sensitivity Analysis of Summertime Convection over the Continental United States

K. Findell, F. Aires, P. Gentine, 2014 .

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

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

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 .

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 .

Synergetic muti-wavelength remote sensing versus a posteriori combination of retrieved products : Application for the retrieval of atmospheric profiles using MetOp measurements

F. Aires, C. Crevoisier, O. Aznay, 2011 .

Neural network uncertainty assessment using Bayesian statistics with application to remote sensing : 1 . Network weights

F. Aires, F. Aires, 2004 .

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 .

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.

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 .

Trade‐Offs Between 1‐D and 2‐D Regional River Hydrodynamic Models

A. Al Bitar, F. Aires, R. Paiva, 2020, Water Resources Research.

Global inundation dynamics inferred from multiple satellite observations, 1993–2000

F. Aires, C. Prigent, E. Matthews, 2007 .

A new river flooding scheme for global climate applications: Off‐line evaluation over South America

H. Douville, F. Aires, C. Prigent, 2008 .

Interannual variability of surface water extent at the global scale, 1993–2004

F. Aires, C. Prigent, E. Matthews, 2010 .

Surface freshwater storage and variability in the Amazon basin from multi‐satellite observations, 1993–2007

F. Aires, C. Prigent, A. Getirana, 2013 .

Comparison of visible and multi-satellite global inundation datasets at high-spatial resolution

F. Aires, C. Prigent, Dai Yamazaki, 2018, Remote Sensing of Environment.

Surface Water Monitoring within Cambodia and the Vietnamese Mekong Delta over a Year, with Sentinel-1 SAR Observations

F. Aires, Binh Pham-Duc, C. Prigent, 2017 .

Integrating multiple satellite observations into a coherent dataset to monitor the full water cycle – application to the Mediterranean region

F. Aires, W. Dorigo, L. Brocca, 2018, Hydrology and Earth System Sciences.

Changes in land surface water dynamics since the 1990s and relation to population pressure

F. Aires, C. Prigent, E. Matthews, 2012 .

Combining Datasets of Satellite-Retrieved Products. Part I: Methodology and Water Budget Closure

F. Aires, 2014 .

Combining data sets of satellite‐retrieved products for basin‐scale water balance study: 2. Evaluation on the Mississippi Basin and closure correction model

F. Aires, C. Prigent, P. Maisongrande, 2014 .

Expected Performances of the Copernicus Imaging Microwave Radiometer (CIMR) for an All‐Weather and High Spatial Resolution Estimation of Ocean and Sea Ice Parameters

F. Aires, C. Prigent, J. Boutin, 2018, Journal of Geophysical Research: Oceans.

Sensitivity of satellite microwave and infrared observations to soil moisture at a global scale: Relationship of satellite observations to in situ soil moisture measurements

F. Aires, C. Prigent, A. Robock, 2005 .

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 .

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

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

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 .

Sea‐surface emissivity parametrization from microwaves to millimetre waves

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

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 .

Towards a synergetic approach for the retrieval of atmospheric parameters from passive optical, infrared and microwave measurements

F. Aires, C. Prigent, M. Paul, 2010 .

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

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

Fifteen Years (1993–2007) of Surface Freshwater Storage Variability in the Ganges-Brahmaputra River Basin Using Multi-Satellite Observations

F. Aires, C. Prigent, D. Labat, 2017 .

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

Filipe Aires, Catherine Prigent, Emiliano Orlandi, 2015 .

Sources of discrepancies between satellite‐derived and land surface model estimates of latent heat fluxes

F. Aires, C. Prigent, R. D'Entremont, 2015 .

Land Surface Microwave Emissivities over the Globe for a Decade

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

Toward a new generation of satellite surface products

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

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 .

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

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

River Discharge Estimation based on Satellite Water Extent and Topography: An Application over the Amazon

Dinh Thi Lan Anh, F. Aires, Dinh Thi Lan Anh, 2019, Journal of Hydrometeorology.

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.

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

Filipe Aires, Catherine Prigent, Carlos Jiménez, 2009 .

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

Filipe Aires, Catherine Prigent, Susanne Crewell, 2015 .

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

Muddu Sekhar, Filipe Aires, Catherine Prigent, 2015 .

Estimation of the aerodynamic roughness length in arid and semi-arid regions over the globe with the ERS scatterometer.

F. Aires, C. Prigent, B. Marticorena, 2005 .

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

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

Variations of Surface and Subsurface Water Storage in the Lower Mekong Basin (Vietnam and Cambodia) from Multisatellite Observations

F. Aires, Binh Pham-Duc, C. Prigent, 2019, Water.

Evaluation of biospheric components in Earth system models using modern and palaeo observations: the state-of-the-art

J. G. Levine, P. Cox, F. Aires, 2013 .

Evaluation of Earth system models using modern and palaeo-observations: the state-of-the-art

J. G. Levine, P. Cox, F. Aires, 2013 .

Triple collocation: Beyond three estimates and separation of structural/non-structural errors

F. Aires, W. Crow, E. Wood, 2014 .

Nested leave-two-out cross-validation for the optimal crop yield model selection

F. Aires, Thi Lan Anh Dinh, 2022, Geoscientific Model Development.

How much inundation occurs in the Amazon River basin?

Thiago S. F. Silva, S. Hamilton, F. Aires, 2021, Remote Sensing of Environment.

Using Random Effects to Build Impact Models When the Available Historical Record Is Short

F. Aires, 2012 .

Amazon Hydrology From Space: Scientific Advances and Future Challenges

Adriana Aparecida Moreira, C. Barbosa, D. Maciel, 2021, Reviews of Geophysics.

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

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

Monitoring the Temporal Evolution of the Floods in the Lower Mekong Basin using Multisatellite Observations

F. Aires, Binh Pham-Duc, C. Prigent, 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

A first continuous and distributed satellite-based mapping of river discharge over the Amazon

F. Aires, Dai Yamazaki, A. Paris, 2022, Journal of Hydrology.

A 10-day mean surface water extent at global scale at 0.25°x0.25° spatial resolution, from 1993 to present: the Global Inundation Extent from Multi-Satellites 2.0 (GIEMS 2.0)

F. Aires, C. Prigent, C. Jiménez, 2018 .

Analyzing the Mediterranean Water Cycle Via Satellite Data Integration

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

The Status and Influencing Factors of Surface Water Dynamics on the Qinghai-Tibet Plateau During 2000–2020

F. Aires, Yanfen Wang, Qinwei Ran, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Atmospheric water‐vapour profiling from passive microwave sounders over ocean and land. Part II: Validation using existing instruments

F. Aires, C. Prigent, Frédéric Bernardo, 2013 .

Statistical approaches to assimilate ASCAT soil moisture information—I. Methodologies and first assessment

F. Aires, P. Rosnay, D. Fairbairn, 2021, Quarterly Journal of the Royal Meteorological Society.

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: A Remote Sensing Application

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

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

Filipe Aires, F. Aires, 2004 .

The "weight smoothing" regularization of MLP for Jacobian stabilization

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

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 .

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

Filipe Aires, Jana Kolassa, Jan Polcher, 2013 .

Impact of the inundation occurrence on the deep convection at continental scale from satellite observations and modeling experiments

F. Aires, C. Prigent, J. Grandpeix, 2011 .

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

Filipe Aires, Catherine Prigent, Carlos Jimenez, 2011 .

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.

Extensive global wetland loss over the past three centuries

R. B. Jackson, F. Aires, C. Prigent, 2023, Nature.

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.

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

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

Assessment of the agro-climatic indices to improve crop yield forecasting.

F. Aires, J. A. Mathieu, 2018 .

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.

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 .

Long-term Total Water Storage Change from a SAtellite Water Cycle (SAWC) reconstruction over large south Asian basins

F. Aires, S. Munier, B. Decharme, 2019 .

A new global method of satellite dataset merging and quality characterization constrained by the terrestrial water budget

F. Aires, S. Munier, 2018 .

Statistical Weather-Impact Models: An Application of Neural Networks and Mixed Effects for Corn Production over the United States

F. Aires, J. A. Mathieu, 2016 .

How much inundation occurs in the Amazon River basin?

Thiago S. F. Silva, S. Hamilton, F. Aires, 2021, Remote Sensing of Environment.

Global downscaling of remotely sensed soil moisture using neural networks

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

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

Filipe Aires, Catherine Prigent, Pierre Gentine, 2017 .

Soil moisture retrieval from SMOS observations using neural networks

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

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

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

Statistical Analysis of the Weather Impact on Robusta Coffee Yield in Vietnam

F. Aires, Eric Rahn, Thi Lan Anh Dinh, 2022, Frontiers in Environmental Science.

Comparisons of Global Terrestrial Surface Water Datasets over 15 Years

Filipe Aires, Catherine Prigent, Fabrice Papa, 2017 .

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 .

Coherent Satellite Monitoring of the Water Cycle Over the Amazon. Part 2: Total Water Storage Change and River Discharge Estimation

F. Aires, Dai Yamazaki, V. Pellet, 2021, Water Resources Research.

Coherent Satellite Monitoring of the Water Cycle Over the Amazon. Part 1: Methodology and Initial Evaluation

F. Aires, Dai Yamazaki, F. Papa, 2021, Water Resources Research.

Closing the water cycle from observations across scales: Where do we stand?

F. Aires, Tong Lee, D. Dunkerley, 2021, Bulletin of the American Meteorological Society.

Long-term total water storage change from a Satellite Water Cycle reconstruction over large southern Asian basins

F. Aires, S. Munier, B. Decharme, 2020, Hydrology and Earth System Sciences.

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..

Time evolution of temperature profiles retrieved from 13 years of infrared atmospheric sounding interferometer (IASI) data using an artificial neural network

F. Aires, C. Clerbaux, N. Scott, 2022, Atmospheric Measurement Techniques.

Time evolution of temperature profiles retrieved from 13 years of IASI data using an artificial neural network

F. Aires, C. Clerbaux, N. Scott, 2021 .

Determinants of tree cover in tropical floodplains

F. Aires, A. Staver, J. H. Daskin, 2019, Proceedings of the Royal Society B.

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.

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 .

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

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

A global topography- and hydrography-based floodability index for the downscaling, analysis, and data-fusion of surface water

F. Aires, T. Nguyen, 2023, Journal of Hydrology.

Modeling Holocene Peatland Carbon Accumulation in North America

F. Aires, C. Prigent, S. Bridgham, 2020, Journal of Geophysical Research: Biogeosciences.

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

Filipe Aires, F. Aires, 2020 .

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 .

Climate change impacts on Robusta coffee production over Vietnam

F. Aires, Eric Rahn, Thi Lan Anh Dinh, 2023 .

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 .

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

Filipe Aires, Victor Pellet, Eulalie Boucher, 2021 .

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.

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

Filipe Aires, F. Aires, 2011 .

Using Neural Network Classifier Approach for Statistically Forecasting Extreme Corn Yield Losses in Eastern United States

F. Aires, J. A. Mathieu, F. Aires, 2018, Earth and Space Science.

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

Filipe Aires, Fatima Karbou, Stuart Fox, 2017 .

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

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

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

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

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

F. Aires, C. Prigent, R. Saunders, 2011 .

Quantifying Uncertainties in Land-Surface Microwave Emissivity Retrievals

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

An Innovative Calibration Method for the Inversion of Satellite Observations

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

Tropical Rainfall Measuring Mission (TRMM) Microwave Instrument (TMI), Special Sensor Microwave/Imager (SSM/I), and

F. Aires, C. Prigent, F. Chevallier, 2022 .

Evaluation of Earth system models using modern and palaeo-observations: the state-of-the-art

J. G. Levine, P. Cox, F. Aires, 2013 .

A new river flooding scheme for global climate applications: Off‐line evaluation over South America

H. Douville, F. Aires, C. Prigent, 2008 .

Global inundation dynamics inferred from multiple satellite observations, 1993–2000

F. Aires, C. Prigent, E. Matthews, 2007 .

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..

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.

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 .

Snow characterization at a global scale with passive microwave satellite observations

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

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..

Detecting cloud contamination in passive microwave satellite measurements over land

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

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

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

Towards a new generation of artificial‐intelligence‐based infrared atmospheric sounding interferometer retrievals of surface temperature: Part I – Methodology

F. Aires, Eulalie Boucher, V. Pellet, 2023, Quarterly Journal of the Royal Meteorological Society.

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

F. Aires, C. Prigent, W. Rossow, 2004, Neural Computation.

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).