Ibrahim Fayad

53 papers A* 2C 14Journal 36Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications.
ICML
Ibrahim Fayad, Max Zimmer, Martin Schwartz, Fabian Gieseke, Philippe Ciais, Gabriel Belouze, Sarah Brood, Aurélien de Truchis, Alexandre d'Aspremont
2025 J jnl
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications.
CoRR
Ibrahim Fayad, Max Zimmer, Martin Schwartz, Philippe Ciais, Fabian Gieseke, Gabriel Belouze, Sarah Brood, Aurélien de Truchis, Alexandre d'Aspremont
2025 J jnl
Exploring Forest Vertical Structure With TomoSense: GEDI and SAR Tomography Insights.
IEEE Trans. Geosci. Remote. Sens.
Yen-Nhi Ngo, Dinh Ho Tong Minh, Nicolas N. Baghdadi, Laurent Ferro-Famil, Yue Huang, Stefano Tebaldini, Ibrahim Fayad
2025 A* conf
Open-Canopy: Towards Very High Resolution Forest Monitoring.
CVPR
Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-André, Agnès Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre d'Aspremont, Loïc Landrieu, Philippe Ciais
2025 J jnl
SERA-H: Beyond Native Sentinel Spatial Limits for High-Resolution Canopy Height Mapping.
CoRR
Thomas Boudras, Martin Schwartz, Rasmus Fensholt, Martin Brandt, Ibrahim Fayad, Jean-Pierre Wigneron, Gabriel Belouze, Fajwel Fogel, Philippe Ciais
2024 J jnl
Assimilating Sentinel-2 data in a modified vegetation photosynthesis and respiration model (VPRM) to improve the simulation of croplands CO2 fluxes in Europe.
Int. J. Appl. Earth Obs. Geoinformation
Hassan Bazzi, Philippe Ciais, Ezzeddine Abbessi, David Makowski, Diego Santaren, Eric Ceschia, Aurore Brut, Tiphaine Tallec, Nina Buchmann, Regine Maier, Manuel Acosta, Benjamin Loubet, Pauline Buysse, Joël Léonard, Frédéric Bornet, Ibrahim Fayad, Jinghui Lian, Nicolas N. Baghdadi, Ricard Segura Barrero, Christian Brümmer, Marius Schmidt, Bernard Heinesch, Matthias Mauder, Thomas Grünwald
2024 J jnl
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach.
Int. J. Appl. Earth Obs. Geoinformation
Martin Schwartz, Philippe Ciais, Catherine Ottlé, Aurélien de Truchis, Cédric Véga, Ibrahim Fayad, Martin Brandt, Rasmus Fensholt, Nicolas N. Baghdadi, François Morneau, David Morin, Dominique Guyon, Sylvia Dayau, Jean-Pierre Wigneron
2024 C conf
Influence of Forest Plantation Characteristics on GEDI Returned Energy Distribution.
IGARSS
Manizheh Rajab Pourrahmati, Guerric le Maire, Nicolas N. Baghdadi, Henrique Ferraço Scolforo, Clayton Alcarde Alvares, Jose-Luiz Stape, Ibrahim Fayad
2024 C conf
Integrating Multi-Source Satellite Data and Environmental Information in a U-Net Architecture for Canopy Height Mapping in French Guiana.
IGARSS
Kamel Lahssini, Nicolas N. Baghdadi, Guerric le Maire, Ibrahim Fayad, Grégoire Vincent
2024 C conf
Investigating the Influence of GEDI Vegetation Penetration on Canopy Height Estimation.
IGARSS
Kamel Lahssini, Nicolas N. Baghdadi, Guerric le Maire, Stéphane Dupuy, Ibrahim Fayad
2024 J jnl
Open-Canopy: A Country-Scale Benchmark for Canopy Height Estimation at Very High Resolution.
CoRR
Fajwel Fogel, Yohann Perron, Nikola Besic, Laurent Saint-André, Agnès Pellissier-Tanon, Martin Schwartz, Thomas Boudras, Ibrahim Fayad, Alexandre d'Aspremont, Loïc Landrieu, Philippe Ciais
2024 C conf
Temperate forest vertical structure with spaceborne GEDI and SAR Tomography: TomoSense case.
IGARSS
Dinh Ho Tong Minh, Yen-Nhi Ngo, Nicolas N. Baghdadi, Laurent Ferro-Famil, Yue Huang, Stefano Tebaldini, Ibrahim Fayad
2023 J jnl
Comparison of GEDI LiDAR Data Capability for Forest Canopy Height Estimation over Broadleaf and Needleleaf Forests.
Remote. Sens.
Manizheh Rajab Pourrahmati, Nicolas N. Baghdadi, Ibrahim Fayad
2023 J jnl
Exploring Tropical Forests With GEDI and 3-D SAR Tomography.
IEEE Geosci. Remote. Sens. Lett.
Yen-Nhi Ngo, Dinh Ho Tong Minh, Nicolas N. Baghdadi, Ibrahim Fayad, Laurent Ferro-Famil, Yue Huang
2023 C conf
GEDI meets BIOMASS tomography: data selection and perspectives.
IGARSS
Dinh Ho Tong Minh, Yen-Nhi Ngo, Nicolas N. Baghdadi, Laurent Ferro-Famil, Yue Huang, Ibrahim Fayad, Thuy Le Toan
2023 J jnl
Tropical Forest Top Height by GEDI: From Sparse Coverage to Continuous Data.
Remote. Sens.
Yen-Nhi Ngo, Dinh Ho Tong Minh, Nicolas N. Baghdadi, Ibrahim Fayad
2023 J jnl
Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights.
CoRR
Ibrahim Fayad, Philippe Ciais, Martin Schwartz, Jean-Pierre Wigneron, Nicolas N. Baghdadi, Aurélien de Truchis, Alexandre d'Aspremont, Frédéric Frappart, Sassan Saatchi, Agnès Pellissier-Tanon, Hassan Bazzi
2022 J jnl
An Assessment of the GEDI Lasers' Capabilities in Detecting Canopy Tops and Their Penetration in a Densely Vegetated, Tropical Area.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Kamel Lahssini
2022 C conf
Analysis of Gedi's Elevation Accuracy from the First and Second Data Product Releases Over Inland Waterbodies.
IGARSS
Nicolas N. Baghdadi, Ibrahim Fayad, Frédéric Frappart
2022 J jnl
Comparative Analysis of GEDI's Elevation Accuracy from the First and Second Data Product Releases over Inland Waterbodies.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Frédéric Frappart
2022 J jnl
Correcting GEDI Water Level Estimates for Inland Waterbodies Using Machine Learning.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Frédéric Frappart, Núria Pantaleoni Reluy
2022 C conf
Estimating Forest Heights and Wood Volume using a Deep Learning Approach from Gedi Waveform Data.
IGARSS
Ibrahim Fayad, Dino Ienco, Nicolas N. Baghdadi, Raffaele Gaetano, Clayton Alcarde Alvares, Jose-Luiz Stape, Henrique Ferraço Scolforo, Guerric le Maire
2022 J jnl
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach.
CoRR
Martin Schwartz, Philippe Ciais, Catherine Ottlé, Aurélien de Truchis, Cédric Véga, Ibrahim Fayad, Martin Brandt, Rasmus Fensholt, Nicolas N. Baghdadi, François Morneau, David Morin, Dominique Guyon, Sylvia Dayau, Jean-Pierre Wigneron
2022 J jnl
Improving Heterogeneous Forest Height Maps by Integrating GEDI-Based Forest Height Information in a Multi-Sensor Mapping Process.
Remote. Sens.
David Morin, Milena Planells, Nicolas N. Baghdadi, Alexandre Bouvet, Ibrahim Fayad, Thuy Le Toan, Stéphane Mérmoz, Ludovic Villard
2022 J jnl
Influence of GEDI Acquisition and Processing Parameters on Canopy Height Estimates over Tropical Forests.
Remote. Sens.
Kamel Lahssini, Nicolas N. Baghdadi, Guerric le Maire, Ibrahim Fayad
2022 J jnl
Tropical Forest Vertical Structure Characterization: From GEDI to P-Band SAR Tomography.
IEEE Geosci. Remote. Sens. Lett.
Yen-Nhi Ngo, Yue Huang, Dinh Ho Tong Minh, Laurent Ferro-Famil, Ibrahim Fayad, Nicolas N. Baghdadi
2021 J jnl
An Operational Framework for Mapping Irrigated Areas at Plot Scale Using Sentinel-1 and Sentinel-2 Data.
Remote. Sens.
Hassan Bazzi, Nicolas N. Baghdadi, Ghaith Amin, Ibrahim Fayad, Mehrez Zribi, Valérie Demarez, Hatem Belhouchette
2021 J jnl
Assessment of GEDI's LiDAR Data for the Estimation of Canopy Heights and Wood Volume of Eucalyptus Plantations in Brazil.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Clayton Alcarde Alvares, Jose-Luiz Stape, Jean-Stéphane Bailly, Henrique Ferraço Scolforo, Mehrez Zribi, Guerric le Maire
2021 C conf
Detecting Irrigation Events Using Sentinel-1 Data.
IGARSS
Hassan Bazzi, Nicolas N. Baghdadi, Ibrahim Fayad, Mehrez Zribi, Valérie Demarez, Yann Pageot, Hatem Belhouchette
2021 C conf
Estimating Canopy Height and Wood Volume of Eucalyptus Plantations in Brazil Using GEDI LiDAR Data.
IGARSS
Ibrahim Fayad, Nicolas N. Baghdadi, Clayton Alcarde Alvares, Jose-Luiz Stape, Jean-Stéphane Bailly, Henrique Ferraço Scolforo, Mehrez Zribi, Guerric le Maire
2021 J jnl
Evaluation of the Performances of Radar and Lidar Altimetry Missions for Water Level Retrievals in Mountainous Environment: The Case of the Swiss Lakes.
Remote. Sens.
Frédéric Frappart, Fabien Blarel, Ibrahim Fayad, Muriel Bergé-Nguyen, Jean-François Crétaux, Song Shu, Joël Schregenberger, Nicolas N. Baghdadi
2021 J jnl
Quality Assessment of Acquired GEDI Waveforms: Case Study over France, Tunisia and French Guiana.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Jérôme C. Riedi
2021 J jnl
Terrain Slope Effect on Forest Height and Wood Volume Estimation from GEDI Data.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Clayton Alcarde Alvares, Jose-Luiz Stape, Jean-Stéphane Bailly, Henrique Ferraço Scolforo, Italo Ramos Cegatta, Mehrez Zribi, Guerric le Maire
2020 J jnl
Analysis of GEDI Elevation Data Accuracy for Inland Waterbodies Altimetry.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Frédéric Frappart, Mehrez Zribi
2020 J jnl
Irrigation Events Detection over Intensively Irrigated Grassland Plots Using Sentinel-1 Data.
Remote. Sens.
Hassan Bazzi, Nicolas N. Baghdadi, Ibrahim Fayad, François Charron, Mehrez Zribi, Hatem Belhouchette
2020 J jnl
Near Real-Time Freeze Detection over Agricultural Plots Using Sentinel-1 Data.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Hassan Bazzi, Mehrez Zribi
2020 J jnl
Near Real-Time Irrigation Detection at Plot Scale Using Sentinel-1 Data.
Remote. Sens.
Hassan Bazzi, Nicolas N. Baghdadi, Ibrahim Fayad, Mehrez Zribi, Hatem Belhouchette, Valérie Demarez
2020 J jnl
Sarcopenia negatively affects hip structure analysis variables in a group of Lebanese postmenopausal women.
BMC Bioinform.
Hayman Saddik, Riad Nasr, Antonio Pinti, Eric Watelain, Ibrahim Fayad, Rafic Baddoura, Abdel-Jalil Berro, Nathalie Al Rassy, Eric Lespessailles, Hechmi Toumi, Rawad El Hage
2019 J jnl
First Vegetation Optical Depth Mapping from Sentinel-1 C-band SAR Data over Crop Fields.
Remote. Sens.
Mohammad El-Hajj, Nicolas N. Baghdadi, Jean-Pierre Wigneron, Mehrez Zribi, Clément Albergel, Jean-Christophe Calvet, Ibrahim Fayad
2018 — conf
Sarcopenia and Hip Structure Analysis Variables in a Group of Lebanese Postmenopausal Women.
IWBBIO (2)
Riad Nasr, Eric Watelain, Antonio Pinti, Hayman Saddik, Ghassan Maalouf, Abdel-Jalil Berro, Abir Alwan, César El Khoury, Ibrahim Fayad, Rawad El Hage
2017 C conf
Integration of spaceborne lidar data to improve the forest biomass map in madagascar.
IGARSS
Mohammad El-Hajj, Nicolas N. Baghdadi, Ibrahim Fayad, Ghislain Vieilledent, Jean-Stéphane Bailly, Dinh Ho Tong Minh
2017 J jnl
Interest of Integrating Spaceborne LiDAR Data to Improve the Estimation of Biomass in High Biomass Forested Areas.
Remote. Sens.
Mohammad El-Hajj, Nicolas N. Baghdadi, Ibrahim Fayad, Ghislain Vieilledent, Jean-Stéphane Bailly, Dinh Ho Tong Minh
2016 J jnl
Aboveground biomass mapping in French Guiana by combining remote sensing, forest inventories and environmental data.
Int. J. Appl. Earth Obs. Geoinformation
Ibrahim Fayad, Nicolas N. Baghdadi, Stéphane Guitet, Jean-Stéphane Bailly, Bruno Hérault, Valéry Gond, Mahmoud El Hajj, Dinh Ho Tong Minh
2016 J jnl
Coupling SAR C-Band and Optical Data for Soil Moisture and Leaf Area Index Retrieval Over Irrigated Grasslands.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nicolas N. Baghdadi, Mohammad El-Hajj, Mehrez Zribi, Ibrahim Fayad
2016 J jnl
Regional Scale Rain-Forest Height Mapping Using Regression-Kriging of Spaceborne and Airborne LiDAR Data: Application on French Guiana.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Nicolas Barbier, Valéry Gond, Bruno Hérault, Mahmoud El Hajj, Frédéric Fabre, José Perrin
2015 J jnl
Capability of GLAS/ICESat Data to Estimate Forest Canopy Height and Volume in Mountainous Forests of Iran.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Manizheh Rajab Pourrahmati, Nicolas N. Baghdadi, Ali Asghar Darvishsefat, Manouchehr Namiranian, Ibrahim Fayad, Jean-Stéphane Bailly, Valéry Gond
2015 C conf
Regional scale rain-forest height mapping using regression-kriging of spaceborne and airborne LiDAR data: Application on French Guiana.
IGARSS
Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Nicolas Barbier, Valéry Gond, Bruno Hérault, Mahmoud El Hajj, Jeremie Lochard, José Perrin
2014 J jnl
Canopy Height Estimation in French Guiana with LiDAR ICESat/GLAS Data Using Principal Component Analysis and Random Forest Regressions.
Remote. Sens.
Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Nicolas Barbier, Valéry Gond, Mahmoud El Hajj, Frédéric Fabre, Bernard Bourgine
2014 C conf
Canopy height estimation in French Guiana using LiDAR ICESat/GLAS data.
IGARSS
Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Nicolas Barbier, Valéry Gond, Mahmoud El Hajj, Frédéric Fabre
2014 C conf
Coupling potential of ICESat/GLAS and SRTM for the discrimination of forest landscape types in French Guiana.
IGARSS
Ibrahim Fayad, Nicolas N. Baghdadi, Valéry Gond, Jean-Stéphane Bailly, Nicolas Barbier, Mahmoud El Hajj, Frédéric Fabre
2014 J jnl
Coupling potential of ICESat/GLAS and SRTM for the discrimination of forest landscape types in French Guiana.
Int. J. Appl. Earth Obs. Geoinformation
Ibrahim Fayad, Nicolas N. Baghdadi, Valéry Gond, Jean-Stéphane Bailly, Nicolas Barbier, Mahmoud El Hajj, Frédéric Fabre
2014 C conf
Estimation of forest height and above ground biomass from ICESat/GLAS data in Eucalyptus plantations in Brazil.
IGARSS
Nicolas N. Baghdadi, Guerric le Maire, Ibrahim Fayad, Jean-Stéphane Bailly, Yann Nouvellon, Cristiane Lemos, Rodrigo Hakamada
2014 J jnl
Testing Different Methods of Forest Height and Aboveground Biomass Estimations From ICESat/GLAS Data in Eucalyptus Plantations in Brazil.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nicolas N. Baghdadi, Guerric le Maire, Ibrahim Fayad, Jean-Stéphane Bailly, Yann Nouvellon, Cristiane Lemos, Rodrigo Hakamada