Ibrahim Fayad

According to our database, Ibrahim Fayad authored at least 47 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Open-Canopy: A Country-Scale Benchmark for Canopy Height Estimation at Very High Resolution.

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

CoRR, 2024

High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach.

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

Int. J. Appl. Earth Obs. Geoinformation, 2024

Assimilating Sentinel-2 data in a modified vegetation photosynthesis and respiration model (VPRM) to improve the simulation of croplands CO2 fluxes in Europe.

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

Int. J. Appl. Earth Obs. Geoinformation, 2024

Influence of Forest Plantation Characteristics on GEDI Returned Energy Distribution.

Manizheh Rajab Pourrahmati, Guerric le Maire, Nicolas N. Baghdadi, Henrique Ferraço Scolforo, Clayton Alcarde Alvares, Jose-Luiz Stape, Ibrahim Fayad

Proceedings of the IGARSS 2024, 2024

Temperate forest vertical structure with spaceborne GEDI and SAR Tomography: TomoSense case.

Dinh Ho Tong Minh, Yen-Nhi Ngo, Nicolas N. Baghdadi, Laurent Ferro-Famil, Yue Huang, Stefano Tebaldini, Ibrahim Fayad

Proceedings of the IGARSS 2024, 2024

Integrating Multi-Source Satellite Data and Environmental Information in a U-Net Architecture for Canopy Height Mapping in French Guiana.

Kamel Lahssini, Nicolas N. Baghdadi, Guerric le Maire, Ibrahim Fayad, Grégoire Vincent

Proceedings of the IGARSS 2024, 2024

Investigating the Influence of GEDI Vegetation Penetration on Canopy Height Estimation.

Kamel Lahssini, Nicolas N. Baghdadi, Guerric le Maire, Stéphane Dupuy, Ibrahim Fayad

Proceedings of the IGARSS 2024, 2024

2023

FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and GEDI data with a deep learning approach.

Martin Schwartz, Philippe Ciais, Aurélien de Truchis, Chave J., Catherine Ottlé, Cédric Véga, Jean-Pierre Wigneron, M. Nicolas, Sami Jouaber, S. Liu, Martin Brandt, Ibrahim Fayad

Dataset, May, 2023

Comparison of GEDI LiDAR Data Capability for Forest Canopy Height Estimation over Broadleaf and Needleleaf Forests.

Manizheh Rajab Pourrahmati, Nicolas N. Baghdadi, Ibrahim Fayad

Remote. Sens., March, 2023

Tropical Forest Top Height by GEDI: From Sparse Coverage to Continuous Data.

Yen-Nhi Ngo, Dinh Ho Tong Minh, Nicolas N. Baghdadi, Ibrahim Fayad

Remote. Sens., February, 2023

Exploring Tropical Forests With GEDI and 3-D SAR Tomography.

Yen-Nhi Ngo, Dinh Ho Tong Minh, Nicolas N. Baghdadi, Ibrahim Fayad, Laurent Ferro-Famil, Yue Huang

IEEE Geosci. Remote. Sens. Lett., 2023

Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights.

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

CoRR, 2023

GEDI meets BIOMASS tomography: data selection and perspectives.

Dinh Ho Tong Minh, Yen-Nhi Ngo, Nicolas N. Baghdadi, Laurent Ferro-Famil, Yue Huang, Ibrahim Fayad, Thuy Le Toan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Influence of GEDI Acquisition and Processing Parameters on Canopy Height Estimates over Tropical Forests.

Kamel Lahssini, Nicolas N. Baghdadi, Guerric le Maire, Ibrahim Fayad

Remote. Sens., December, 2022

Improving Heterogeneous Forest Height Maps by Integrating GEDI-Based Forest Height Information in a Multi-Sensor Mapping Process.

David Morin, Milena Planells, Nicolas N. Baghdadi, Alexandre Bouvet, Ibrahim Fayad, Thuy Le Toan, Stéphane Mérmoz, Ludovic Villard

Remote. Sens., 2022

An Assessment of the GEDI Lasers' Capabilities in Detecting Canopy Tops and Their Penetration in a Densely Vegetated, Tropical Area.

Ibrahim Fayad, Nicolas N. Baghdadi, Kamel Lahssini

Remote. Sens., 2022

Comparative Analysis of GEDI's Elevation Accuracy from the First and Second Data Product Releases over Inland Waterbodies.

Ibrahim Fayad, Nicolas N. Baghdadi, Frédéric Frappart

Remote. Sens., 2022

Correcting GEDI Water Level Estimates for Inland Waterbodies Using Machine Learning.

Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Frédéric Frappart, Núria Pantaleoni Reluy

Remote. Sens., 2022

Tropical Forest Vertical Structure Characterization: From GEDI to P-Band SAR Tomography.

Yen-Nhi Ngo, Yue Huang, Dinh Ho Tong Minh, Laurent Ferro-Famil, Ibrahim Fayad, Nicolas N. Baghdadi

IEEE Geosci. Remote. Sens. Lett., 2022

Estimating Forest Heights and Wood Volume using a Deep Learning Approach from Gedi Waveform Data.

Ibrahim Fayad, Dino Ienco, Nicolas N. Baghdadi, Raffaele Gaetano, Clayton Alcarde Alvares, Jose-Luiz Stape, Henrique Ferraço Scolforo, Guerric le Maire

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Analysis of Gedi's Elevation Accuracy from the First and Second Data Product Releases Over Inland Waterbodies.

Nicolas N. Baghdadi, Ibrahim Fayad, Frédéric Frappart

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Assessment of GEDI's LiDAR Data for the Estimation of Canopy Heights and Wood Volume of Eucalyptus Plantations in Brazil.

Ibrahim Fayad, Nicolas N. Baghdadi, Clayton Alcarde Alvares, Jose-Luiz Stape, Jean-Stéphane Bailly, Henrique Ferraço Scolforo, Mehrez Zribi, Guerric le Maire

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Evaluation of the Performances of Radar and Lidar Altimetry Missions for Water Level Retrievals in Mountainous Environment: The Case of the Swiss Lakes.

Frédéric Frappart, Fabien Blarel, Ibrahim Fayad, Muriel Bergé-Nguyen, Jean-François Crétaux, Song Shu, Joël Schregenberger, Nicolas N. Baghdadi

Remote. Sens., 2021

Quality Assessment of Acquired GEDI Waveforms: Case Study over France, Tunisia and French Guiana.

Ibrahim Fayad, Nicolas N. Baghdadi, Jérôme C. Riedi

Remote. Sens., 2021

Terrain Slope Effect on Forest Height and Wood Volume Estimation from GEDI Data.

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

Remote. Sens., 2021

An Operational Framework for Mapping Irrigated Areas at Plot Scale Using Sentinel-1 and Sentinel-2 Data.

Hassan Bazzi, Nicolas N. Baghdadi, Ghaith Amin, Ibrahim Fayad, Mehrez Zribi, Valérie Demarez, Hatem Belhouchette

Remote. Sens., 2021

Estimating Canopy Height and Wood Volume of Eucalyptus Plantations in Brazil Using GEDI LiDAR Data.

Ibrahim Fayad, Nicolas N. Baghdadi, Clayton Alcarde Alvares, Jose-Luiz Stape, Jean-Stéphane Bailly, Henrique Ferraço Scolforo, Mehrez Zribi, Guerric le Maire

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Detecting Irrigation Events Using Sentinel-1 Data.

Hassan Bazzi, Nicolas N. Baghdadi, Ibrahim Fayad, Mehrez Zribi, Valérie Demarez, Yann Pageot, Hatem Belhouchette

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Sarcopenia negatively affects hip structure analysis variables in a group of Lebanese postmenopausal women.

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

BMC Bioinform., March, 2020

Near Real-Time Freeze Detection over Agricultural Plots Using Sentinel-1 Data.

Ibrahim Fayad, Nicolas N. Baghdadi, Hassan Bazzi, Mehrez Zribi

Remote. Sens., 2020

Analysis of GEDI Elevation Data Accuracy for Inland Waterbodies Altimetry.

Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Frédéric Frappart, Mehrez Zribi

Remote. Sens., 2020

Near Real-Time Irrigation Detection at Plot Scale Using Sentinel-1 Data.

Hassan Bazzi, Nicolas N. Baghdadi, Ibrahim Fayad, Mehrez Zribi, Hatem Belhouchette, Valérie Demarez

Remote. Sens., 2020

Irrigation Events Detection over Intensively Irrigated Grassland Plots Using Sentinel-1 Data.

Hassan Bazzi, Nicolas N. Baghdadi, Ibrahim Fayad, François Charron, Mehrez Zribi, Hatem Belhouchette

Remote. Sens., 2020

2019

First Vegetation Optical Depth Mapping from Sentinel-1 C-band SAR Data over Crop Fields.

Mohammad El-Hajj, Nicolas N. Baghdadi, Jean-Pierre Wigneron, Mehrez Zribi, Clément Albergel, Jean-Christophe Calvet, Ibrahim Fayad

Remote. Sens., 2019

2018

Sarcopenia and Hip Structure Analysis Variables in a Group of Lebanese Postmenopausal Women.

Riad Nasr, Eric Watelain, Antonio Pinti, Hayman Saddik, Ghassan Maalouf, Abdel-Jalil Berro, Abir Alwan, César El Khoury, Ibrahim Fayad, Rawad El Hage

Proceedings of the Bioinformatics and Biomedical Engineering, 2018

2017

Interest of Integrating Spaceborne LiDAR Data to Improve the Estimation of Biomass in High Biomass Forested Areas.

Mohammad El-Hajj, Nicolas N. Baghdadi, Ibrahim Fayad, Ghislain Vieilledent, Jean-Stéphane Bailly, Dinh Ho Tong Minh

Remote. Sens., 2017

Integration of spaceborne lidar data to improve the forest biomass map in madagascar.

Mohammad El-Hajj, Nicolas N. Baghdadi, Ibrahim Fayad, Ghislain Vieilledent, Jean-Stéphane Bailly, Dinh Ho Tong Minh

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Coupling SAR C-Band and Optical Data for Soil Moisture and Leaf Area Index Retrieval Over Irrigated Grasslands.

Nicolas N. Baghdadi, Mohammad El-Hajj, Mehrez Zribi, Ibrahim Fayad

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Regional Scale Rain-Forest Height Mapping Using Regression-Kriging of Spaceborne and Airborne LiDAR Data: Application on French Guiana.

Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Nicolas Barbier, Valéry Gond, Bruno Hérault, Mahmoud El Hajj, Frédéric Fabre, José Perrin

Remote. Sens., 2016

Aboveground biomass mapping in French Guiana by combining remote sensing, forest inventories and environmental data.

Ibrahim Fayad, Nicolas N. Baghdadi, Stéphane Guitet, Jean-Stéphane Bailly, Bruno Hérault, Valéry Gond, Mahmoud El Hajj, Dinh Ho Tong Minh

Int. J. Appl. Earth Obs. Geoinformation, 2016

2015

Capability of GLAS/ICESat Data to Estimate Forest Canopy Height and Volume in Mountainous Forests of Iran.

Manizheh Rajab Pourrahmati, Nicolas N. Baghdadi, Ali Asghar Darvishsefat, Manouchehr Namiranian, Ibrahim Fayad, Jean-Stéphane Bailly, Valéry Gond

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Regional scale rain-forest height mapping using regression-kriging of spaceborne and airborne LiDAR data: Application on French Guiana.

Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Nicolas Barbier, Valéry Gond, Bruno Hérault, Mahmoud El Hajj, Jeremie Lochard, José Perrin

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Testing Different Methods of Forest Height and Aboveground Biomass Estimations From ICESat/GLAS Data in Eucalyptus Plantations in Brazil.

Nicolas N. Baghdadi, Guerric le Maire, Ibrahim Fayad, Jean-Stéphane Bailly, Yann Nouvellon, Cristiane Lemos, Rodrigo Hakamada

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Canopy Height Estimation in French Guiana with LiDAR ICESat/GLAS Data Using Principal Component Analysis and Random Forest Regressions.

Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Nicolas Barbier, Valéry Gond, Mahmoud El Hajj, Frédéric Fabre, Bernard Bourgine

Remote. Sens., 2014

Coupling potential of ICESat/GLAS and SRTM for the discrimination of forest landscape types in French Guiana.

Ibrahim Fayad, Nicolas N. Baghdadi, Valéry Gond, Jean-Stéphane Bailly, Nicolas Barbier, Mahmoud El Hajj, Frédéric Fabre

Int. J. Appl. Earth Obs. Geoinformation, 2014

Canopy height estimation in French Guiana using LiDAR ICESat/GLAS data.

Ibrahim Fayad, Nicolas N. Baghdadi, Jean-Stéphane Bailly, Nicolas Barbier, Valéry Gond, Mahmoud El Hajj, Frédéric Fabre

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Estimation of forest height and above ground biomass from ICESat/GLAS data in Eucalyptus plantations in Brazil.

Nicolas N. Baghdadi, Guerric le Maire, Ibrahim Fayad, Jean-Stéphane Bailly, Yann Nouvellon, Cristiane Lemos, Rodrigo Hakamada

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014