Snow wetness monitoring using multi-temporal polarimetric ASAR data and multi-layer hybrid model. - Nicolas Longépé; Sophie Allain; Eric Pottier (IGARSS, 2007)

Capabilities of Full-Polarimetric PALSAR/ALOS for Snow Extent Mapping. - Nicolas Longépé; Masanobu Shimada; Sophie Allain; Eric Pottier (IGARSS (4), 2008)

Toward an Operational Method for Refined Snow Characterization Using Dual-Polarization C-Band SAR Data. - Nicolas Longépé; Sophie Allain; Eric Pottier (IGARSS (2), 2008)

Case Studies of Frozen Ground Monitoring using PALSAR/ALOS data. - Nicolas Longépé; Takeo Tadono; Masanobu Shimada; Eric Pottier; Sophie Allain (IGARSS (2), 2009)

Snowpack Characterization in Mountainous Regions Using C-Band SAR Data and a Meteorological Model. - Nicolas Longépé; Sophie Allain; Laurent Ferro-Famil; Eric Pottier; Yves Durand (IEEE Trans. Geosci. Remote. Sens., 2009)

On the use of Support Vector Machines for land cover analysis with L-band SAR data. - Nicolas Longépé; Preesan Rakwatin; Osamu Isoguchi; Masanobu Shimada; Yumiko Uryu (IGARSS, 2010)

Mapping tropical forest using ALOS PALSAR 50m resolution data with multiscale GLCM analysis. - Preesan Rakwatin; Nicolas Longépé; Osamu Isoguchi; Masanobu Shimada; Yumiko Uryu (IGARSS, 2010)

Assessment of ALOS PALSAR 50 m Orthorectified FBD Data for Regional Land Cover Classification by Support Vector Machines. - Nicolas Longépé; Preesan Rakwatin; Osamu Isoguchi; Masanobu Shimada; Yumiko Uryu; Kokok Yulianto (IEEE Trans. Geosci. Remote. Sens., 2011)

Ship detection in SAR medium resolution imagery for maritime surveillance: Algorithm validation using AIS data. - Ramona Pelich; Nicolas Longépé; Grégoire Mercier; Guillaume Hajduch; René Garello (IGARSS, 2014)

Performance evaluation of Sentinel-1 data in SAR ship detection. - Ramona Pelich; Nicolas Longépé; Grégoire Mercier; Guillaume Hajduch; René Garello (IGARSS, 2015)

Refocusing of ship signatures and Azimuth speed estimation based on FRFT and SAR SLC imagery. - Ramona Pelich; Nicolas Longépé; Grégoire Mercier; Guillaume Hajduch; René Garello (IGARSS, 2015)

AIS-Based Evaluation of Target Detectors and SAR Sensors Characteristics for Maritime Surveillance. - Ramona Pelich; Nicolas Longépé; Grégoire Mercier; Guillaume Hajduch; René Garello (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Taking advantage of Sentinel-1 acquisition modes to improve ocean sea state retrieval. - Romain Husson; Alexis Mouche; Bertrand Chapron; Harald Johnsen; Fabrice Collard; Pauline Vincent; Gilles Guitton; Nicolas Longépé; Guillaume Hajduch; Yves Quilfen; Lucile Gaultier (IGARSS, 2016)

Assimilative 2-D Lagrangian Transport Model for the Estimation of Oil Leakage Parameters From SAR Images: Application to the Montara Oil Spill. - Budhi Gunadharma Gautama; Nicolas Longépé; Ronan Fablet; Grégoire Mercier (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Multitemporal Analysis of High-Spatial-Resolution Optical Satellite Imagery for Mangrove Species Mapping in Bali, Indonesia. - Gaelle Viennois; Christophe Proisy; Jean-Baptiste Féret; Juliana Prosperi; Frida Sidik; Suhardjono; Rinny Rahmania; Nicolas Longépé; Olivier Germain; Philippe Gaspar (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Vessel Refocusing and Velocity Estimation on SAR Imagery Using the Fractional Fourier Transform. - Ramona Pelich; Nicolas Longépé; Grégoire Mercier; Guillaume Hajduch; René Garello (IEEE Trans. Geosci. Remote. Sens., 2016)

Sentinel-1 Achievements for Ocean and Extreme Events Monitoring. - Romain Husson; Alexis Mouche; Harald Johnsen; Fabrice Collard; Geir Engen; Nicolas Longépé; Gilles Guitton; He Wang 005; Xuan Wang 004; François Soulat; Bertrand Chapron (IGARSS, 2018)

Co-Cross Polarization Coherence Over Sea Surface from Sentinel-1 Data: Perspectives for Mission Calibration and Wind Field Retrieval. - Nicolas Longépé; Alexis Mouche; Romain Husson; Eric Pottier; Olivier Archer (IGARSS, 2019)

Characteristics of Marine Atmospheric Boundary Layer Roll Vortices from Sentinel-1 Sar Wave Mode. - Chen Wang 038; Alexis Mouche; Ralph C. Foster; Douglas C. Vandemark; Justin Edward Stopa; Pierre Tandeo; Nicolas Longépé; Bertrand Chapron (IGARSS, 2019)

Comparative Evaluation of Sea Ice Lead Detection Based on SAR Imagery and Altimeter Data. - Nicolas Longépé; Pierre Thibaut; Rodolphe Vadaine; Jean-Christophe Poisson; Amandine Guillot; Francois Boy; Nicolas Picot; Franck Borde (IEEE Trans. Geosci. Remote. Sens., 2019)

Multi-modal deep learning models for ocean wind speed estimation. - Clémentin Boittiaux; Paul Nguyen Hong Duc; Nicolas Longépé; Sara Pensieri; Roberto Bozzano; Dorian Cazau (MACLEAN@PKDD/ECML, 2020)

Deep Learning Approach for Tropical Cyclones Classification Based on C-Band Sentinel-1 SAR Images. - Ana Raquel Carmo; Nicolas Longépé; Alexis Mouche; Dario Amorosi; Noelle Cremer (IGARSS, 2021)

Segmentation of Sentinel-1 SAR Images Over the Ocean, Preliminary Methods and Assessments. - Aurélien Colin; Charles Peureux; Romain Husson; Nicolas Longépé; Régis Rauzy; Ronan Fablet; Pierre Tandeo; Samir Saoudi; Alexis Mouche; Gérald Dibarboure (IGARSS, 2021)

Wind Direction Estimation and Accuracy Retrieval from Sentinel-1 SAR Images Under Thermal and Dynamical Unstable Conditions. - Romain Husson; Nicolas Longépé; Alexis Mouche; Henrick Berger; Chunze Lin; Olivier Archer; Aurélien Colin (IGARSS, 2021)

Cyclone Monitoring with Sentinel-1: Service Demonstration. - Romain Husson; Alexis Mouche; Nicolas Longépé; Olivier Archer; Gaël Goimard; Emina Mamaca; Henrick Berger; François Soulat; Marie-Hélène Rio; Luca Martino; Pierre Potin (IGARSS, 2021)

DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space. - Lukas Kondmann; Aysim Toker; Marc Rußwurm; Andrés Camero; Devis Peressutti; Grega Milcinski; Pierre-Philippe Mathieu; Nicolas Longépé; Timothy Davis; Giovanni Marchisio; Laura Leal-Taixé; Xiaoxiang Zhu 001 (NeurIPS Datasets and Benchmarks, 2021)

KappaMask: AI-Based Cloudmask Processor for Sentinel-2. - Marharyta Domnich; Indrek Sünter; Heido Trofimov; Olga Wold; Fariha Harun; Anton Kostiukhin; Mihkel Järveoja; Mihkel Veske; Tanel Tamm; Kaupo Voormansik; Aire Olesk; Valentina Boccia; et al. (Remote. Sens., 2021)

Automated Rain Detection by Dual-Polarization Sentinel-1 Data. - Yuan Zhao; Nicolas Longépé; Alexis Mouche; Romain Husson (Remote. Sens., 2021)

Prediction of Categorized Sea Ice Concentration From Sentinel-1 SAR Images Based on a Fully Convolutional Network. - Iris de Gélis; Aurélien Colin; Nicolas Longépé (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

The Hyperview Challenge: Estimating Soil Parameters from Hyperspectral Images. - Jakub Nalepa; Bertrand Le Saux; Nicolas Longépé; Lukasz Tulczyjew; Michal Myller; Michal Kawulok; Krzysztof Smykala; Michal Gumiela (ICIP, 2022)

Are Cloud Detection U-Nets Robust Against in-Orbit Image Acquisition Conditions? - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Marcin Cwiek; Tomasz Lakota; Nicolas Longépé; Jakub Nalepa (IGARSS, 2022)

Extracting High-Resolution Cultivated Land Maps from Sentinel-2 Image Series. - Tomasz Tarasiewicz; Lukasz Tulczyjew; Michal Myller; Michal Kawulok; Nicolas Longépé; Jakub Nalepa (IGARSS, 2022)

An Interpretable Deep Semantic Segmentation Method for Earth Observation. - Ziyang Zhang; Plamen Angelov 001; Eduardo Almeida Soares 001; Nicolas Longépé; Pierre-Philippe Mathieu (IS, 2022)

Rain Rate Estimation with SAR using NEXRAD measurements with Convolutional Neural Networks. - Aurélien Colin; Pierre Tandeo; Charles Peureux; Romain Husson; Nicolas Longépé; Ronan Fablet (CoRR, 2022)

Self-Configuring nnU-Nets Detect Clouds in Satellite Images. - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (CoRR, 2022)

Graph Neural Networks Extract High-Resolution Cultivated Land Maps From Sentinel-2 Image Series. - Lukasz Tulczyjew; Michal Kawulok; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (IEEE Geosci. Remote. Sens. Lett., 2022)

A Multibranch Convolutional Neural Network for Hyperspectral Unmixing. - Lukasz Tulczyjew; Michal Kawulok; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (IEEE Geosci. Remote. Sens. Lett., 2022)

Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning. - Aurélien Colin; Ronan Fablet; Pierre Tandeo; Romain Husson; Charles Peureux; Nicolas Longépé; Alexis Mouche (Remote. Sens., 2022)

Asymptotic Modeling of Three-Dimensional Radar Backscattering from Oil Slicks on Sea Surfaces. - Nicolas Pinel; Christophe Bourlier; Irina Sergievskaya; Nicolas Longépé; Guillaume Hajduch (Remote. Sens., 2022)

Co-Cross-Polarization Coherence Over the Sea Surface From Sentinel-1 SAR Data: Perspectives for Mission Calibration and Wind Field Retrieval. - Nicolas Longépé; Alexis Aurelien Mouche; Laurent Ferro-Famil; Romain Husson (IEEE Trans. Geosci. Remote. Sens., 2022)

Knowledge Distillation for Memory-Efficient On-Board Image Classification of Mars Imagery. - Piotr Bosowski; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (IGARSS, 2023)

Feasibility Study to Detect Floating Debris by Hyperspectral Mission Using Onboard AI. - Nafiseh Ghasemi; Jens Nieke; Marco Celesti; Gianluigi Di Cosimo; Roberto Camarero; Ferran Gascon; Nicolas Longépé; Raffaele Vitulli; Marco Rovatti (IGARSS, 2023)

Band Selection Neural Network-Based Methodology Using L0 Data. - David Llavería; Nicolas Longépé; Gabriele Meoni; Roberto Del Prete; Adriano Camps (IGARSS, 2023)

Onboard Cloud Detection and Atmospheric Correction with Deep Learning Emulators. - Gonzalo Mateo-García; César Aybar; Giacomo Acciarini; Vít Ruzicka; Gabriele Meoni; Nicolas Longépé; Luis Gómez-Chova (IGARSS, 2023)

First Results of Vessel Detection with Onboard Processing of Sentinel-2 Raw Data by Deep Learning. - Roberto Del Prete; Gabriele Meoni; Nicolas Longépé; Maria Daniela Graziano; Alfredo Renga (IGARSS, 2023)

Fast Model Inference and Training On-Board of Satellites. - Vít Ruzicka; Gonzalo Mateo-García; Chris Bridges 001; Chris Brunskill; Cormac Purcell; Nicolas Longépé; Andrew Markham (IGARSS, 2023)

Unbiased Validation of Hyperspectral Unmixing Algorithms. - Lukasz Tulczyjew; Michal Kawulok; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (IGARSS, 2023)

Toward On-Board Methane Detection in Hyperspectral Images. - Agata M. Wijata; Michel-François Foulon; Yves Bobichon; Nicolas Longépé; Roberto Camarero; Raffaele Vitulli; Marco Celesti; Gianluigi Di Cosimo; Ferran Gascon; Jens Nieke; Jakub Nalepa (IGARSS, 2023)

THRawS: A Novel Dataset for Thermal Hotspots Detection in Raw Sentinel-2 Data. - Gabriele Meoni; Roberto Del Prete; Federico Serva; Alix De Beussche; Olivier Colin; Nicolas Longépé (CoRR, 2023)

Squeezing nnU-Nets with Knowledge Distillation for On-Board Cloud Detection. - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Piotr Bosowski; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (CoRR, 2023)

Trusted Autonomous Operations of Distributed Satellite Systems Using Optical Sensors. - Kathiravan Thangavel; Dario Spiller; Roberto Sabatini; Stefania Amici; Nicolas Longépé; Pablo A. Servidia; Pier Marzocca; Haytham Fayek; Luigi Ansalone (Sensors, 2023)

A Dual-Mode Approach for Vision-Based Navigation in a Lunar Landing Scenario. - Luca Ostrogovich; Roberto Del Prete; Giuseppe Tomasicchio; Nicolas Longépé; Alfredo Renga (CVPR Workshops, 2024)

Estimating Soil Parameters from Hyperspectral Imagesusing Ensembles of Classic and Deep Machine Learning Models. - Wiktor Gacek; Lukasz Tulczyjew; Agata M. Wijata; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (IGARSS, 2024)

Utility of Quantum Kernel Machines in Remote Sensing Applications. - Artur Miroszewski; Bertrand Le Saux; Nicolas Longépé; Jakub Nalepa (IGARSS, 2024)

Enhanced Maritime Monitoring Via Onboard Processing Of Raw Multi-Spectral Imagery by Deep Learning. - Roberto Del Prete; Gabriele Meoni; Manuel Salvoldi; Domenico Barretta; Maria Daniela Graziano; Nicolas Longépé; Alfredo Renga (IGARSS, 2024)

Intuition-1: Toward In-Orbit Bare Soil Detection Using Spectral Vegetation Indices. - Agata M. Wijata; Tomasz Lakota; Marcin Cwiek; Bogdan Ruszczak; Michal Gumiela; Lukasz Tulczyjew; Andrzej Bartoszek; Nicolas Longépé; Krzysztof Smykala; Jakub Nalepa (IGARSS, 2024)

Designing (Not Only) Lunar Space Data Centers. - Agata M. Wijata; Alicja Musial; Dawid Lazaj; Michal Gumiela; Mateusz Przeliorz; Jonas Weiss; Patricia Sagmeister; Thomas Morf; Martin L. Schmatz; Nicolas Longépé; Pierre-Philippe Mathieu; Jakub Nalepa (IGARSS, 2024)

Detection of Bare Soil in Hyperspectral Images Using Quantum-Kernel Support Vector Machines. - Agata M. Wijata; Artur Miroszewski; Bertrand Le Saux; Nicolas Longépé; Bogdan Ruszczak; Jakub Nalepa (IGARSS, 2024)

Toward Task-Driven Satellite Image Super-Resolution. - Maciej Ziaja; Pawel Kowaleczko; Daniel Kostrzewa; Nicolas Longépé; Michal Kawulok (IGARSS, 2024)

Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting. - Brandon Victor; Mathilde Letard; Peter Naylor; Karim Douch; Nicolas Longépé; Zhen He 002; Patrick Ebel 002 (NeurIPS, 2024)

Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI. - Vladimir Zaigrajew; Hubert Baniecki; Lukasz Tulczyjew; Agata M. Wijata; Jakub Nalepa; Nicolas Longépé; Przemyslaw Biecek (CoRR, 2024)

CAS: Confidence Assessments of classification algorithms for Semantic segmentation of EO data. - Nikolaos Dionelis; Nicolas Longépé (CoRR, 2024)

Squeezing adaptive deep learning methods with knowledge distillation for on-board cloud detection. - Bartosz Grabowski; Maciej Ziaja; Michal Kawulok; Piotr Bosowski; Nicolas Longépé; Bertrand Le Saux; Jakub Nalepa (Eng. Appl. Artif. Intell., 2024)

Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models. - César Aybar; Gonzalo Mateo-García; Giacomo Acciarini; Vít Ruzicka; Gabriele Meoni; Nicolas Longépé; Luis Gómez-Chova (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Convolutional-Neural-Network-Based Onboard Band Selection for Hyperspectral Data With Coarse Band-to-Band Alignment. - David Llaveria Godoy; Nicolas Longépé; Gabriele Meoni; Roberto Del Prete; Adriano Camps (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application. - Nicolas Longépé; Isabella Petrelli; Nika Oman Kadunc; Devis Peressutti; Roberto Del Prete; Mauro Casaburi; Irina Babkina; Nathan Vercruyssen; Elisa Callejo Luis; Álvaro Morón Elorza; Valentina Marchese; Agne Paskeviciute Kidron; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial Intelligence. - Gabriele Meoni; Roberto Del Prete; Federico Serva; Alix De Beussche; Olivier Colin; Nicolas Longépé (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Rain Regime Segmentation of Sentinel-1 Observation Learning From NEXRAD Collocations With Convolution Neural Networks. - Aurélien Colin; Pierre Tandeo; Charles Peureux; Romain Husson; Nicolas Longépé; Ronan Fablet (IEEE Trans. Geosci. Remote. Sens., 2024)

AutoSR4EO: An AutoML Approach to Super-Resolution for Earth Observation Images. - Julia Wasala; Suzanne M. Marselis; Laurens Arp; Holger H. Hoos; Nicolas Longépé; Mitra Baratchi (Remote. Sens., 2024)

TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data. - Benedikt Blumenstiel; Paolo Fraccaro; Valerio Marsocci; Johannes Jakubik; Stefano Maurogiovanni; Mikolaj Czerkawski; Rocco Sedona; Gabriele Cavallaro; Thomas Brunschwiler; Juan Bernabé-Moreno; Nicolas Longépé (CVPR Workshops, 2025)

IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data. - Ziyang Zhang; Plamen Angelov 001; Dmitry Kangin; Nicolas Longépé (Appl. Soft Comput., 2025)

Fine-Tuning Foundation Models With Confidence Assessment for Enhanced Semantic Segmentation. - Nikolaos Dionelis; Nicolas Longépé (IEEE Geosci. Remote. Sens. Lett., 2025)

Enhancing Maritime Situational Awareness Through End-to-End Onboard Raw Data Analysis. - Roberto Del Prete; Manuel Salvoldi; Domenico Barretta; Nicolas Longépé; Gabriele Meoni; Arnon Karnieli; Maria Daniela Graziano; Alfredo Renga (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models. - Nikolaos Dionelis; Jente Bosmans; Nicolas Longépé (CoRR, 2025)

Building Age Estimation: A New Multi-Modal Benchmark Dataset and Community Challenge. - Nikolaos Dionelis; Nicolas Longépé; Alessandra Feliciotti; Mattia Marconcini; Devis Peressutti; Nika Oman Kadunc; JaeWan Park; Hagai Raja Sinulingga; Steve Andreas Immanuel; Ba Tran; Caroline Arnold (CoRR, 2025)

TerraMind: Large-Scale Generative Multimodality for Earth Observation. - Johannes Jakubik; Felix Yang; Benedikt Blumenstiel; Erik Scheurer; Rocco Sedona; Stefano Maurogiovanni; Jente Bosmans; Nikolaos Dionelis; Valerio Marsocci; Niklas Kopp; Rahul Ramachandran; Paolo Fraccaro; et al. (CoRR, 2025)

Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM Dataset. - Nikolaos Dionelis; Jente Bosmans; Riccardo Musto; Giancarlo Paoletti; Simone Sarti; Giacomo Cascarano; Casper Fibaek; Luke Camilleri; Bertrand Le Saux; Nicolas Longépé (CoRR, 2025)