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Ibrahim Fayad
Ibrahim Fayad
Senior data scientist, LSCE/CEA, Kayrros
Verified email at lsce.ipsl.fr
Title
Cited by
Cited by
Year
Coupling SAR C-band and optical data for soil moisture and leaf area index retrieval over irrigated grasslands
NN Baghdadi, M El Hajj, M Zribi, I Fayad
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
1342015
Aboveground biomass mapping in French Guiana by combining remote sensing, forest inventories and environmental data
I Fayad, N Baghdadi, S Guitet, JS Bailly, B Hérault, V Gond, M El Hajj, ...
International Journal of Applied Earth Observation and Geoinformation 52 …, 2016
782016
Canopy height estimation in French Guiana with LiDAR ICESat/GLAS data using principal component analysis and random forest regressions
I Fayad, N Baghdadi, JS Bailly, N Barbier, V Gond, M El Hajj, F Fabre, ...
Remote Sensing 6 (12), 11883-11914, 2014
722014
Testing different methods of forest height and aboveground biomass estimations from ICESat/GLAS data in Eucalyptus plantations in Brazil
N Baghdadi, G Le Maire, I Fayad, JS Bailly, Y Nouvellon, C Lemos, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013
642013
Regional scale rain-forest height mapping using regression-kriging of spaceborne and airborne LiDAR data: Application on French Guiana
I Fayad, N Baghdadi, JS Bailly, N Barbier, V Gond, B Hérault, M El Hajj, ...
Remote Sensing 8 (3), 240, 2016
592016
Terrain slope effect on forest height and wood volume estimation from GEDI data
I Fayad, N Baghdadi, C Alcarde Alvares, JL Stape, JS Bailly, HF Scolforo, ...
Remote Sensing 13 (11), 2136, 2021
562021
Evaluation of the performances of radar and lidar altimetry missions for water level retrievals in mountainous environment: The case of the Swiss lakes
F Frappart, F Blarel, I Fayad, M Bergé-Nguyen, JF Crétaux, S Shu, ...
Remote Sensing 13 (11), 2196, 2021
542021
A CNN-based approach for the estimation of canopy heights and wood volume from GEDI waveforms
I Fayad, D Ienco, N Baghdadi, R Gaetano, CA Alvares, JL Stape, ...
Remote Sensing of Environment 265, 112652, 2021
492021
Near real-time irrigation detection at plot scale using sentinel-1 data
H Bazzi, N Baghdadi, I Fayad, M Zribi, H Belhouchette, V Demarez
Remote Sensing 12 (9), 1456, 2020
472020
First vegetation optical depth mapping from Sentinel-1 C-band SAR data over crop fields
M El Hajj, N Baghdadi, JP Wigneron, M Zribi, C Albergel, JC Calvet, ...
Remote Sensing 11 (23), 2769, 2019
422019
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach
M Schwartz, P Ciais, C Ottlé, A De Truchis, C Vega, I Fayad, M Brandt, ...
International Journal of Applied Earth Observation and Geoinformation 128 …, 2024
392024
Assessment of GEDI's LiDAR data for the estimation of canopy heights and wood volume of eucalyptus plantations in Brazil
I Fayad, NN Baghdadi, CA Alvares, JL Stape, JS Bailly, HF Scolforo, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
392021
Analysis of GEDI elevation data accuracy for inland waterbodies altimetry
I Fayad, N Baghdadi, JS Bailly, F Frappart, M Zribi
Remote Sensing 12 (17), 2714, 2020
392020
Influence of GEDI acquisition and processing parameters on canopy height estimates over tropical forests
K Lahssini, N Baghdadi, G Le Maire, I Fayad
Remote Sensing 14 (24), 6264, 2022
382022
Interest of integrating spaceborne LiDAR data to improve the estimation of biomass in high biomass forested areas
M El Hajj, N Baghdadi, I Fayad, G Vieilledent, JS Bailly, D Ho Tong Minh
Remote Sensing 9 (3), 213, 2017
382017
An operational framework for mapping irrigated areas at plot scale using Sentinel-1 and Sentinel-2 data
H Bazzi, N Baghdadi, G Amin, I Fayad, M Zribi, V Demarez, ...
Remote Sensing 13 (13), 2584, 2021
372021
An assessment of the GEDI lasers’ capabilities in detecting canopy tops and their penetration in a densely vegetated, tropical area
I Fayad, N Baghdadi, K Lahssini
Remote Sensing 14 (13), 2969, 2022
342022
Improving heterogeneous forest height maps by integrating GEDI-based forest height information in a multi-sensor mapping process
D Morin, M Planells, N Baghdadi, A Bouvet, I Fayad, T Le Toan, S Mermoz, ...
Remote Sensing 14 (9), 2079, 2022
322022
Capability of GLAS/ICESat data to estimate forest canopy height and volume in mountainous forests of Iran
MR Pourrahmati, NN Baghdadi, AA Darvishsefat, M Namiranian, I Fayad, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
302015
Hy-TeC: a hybrid vision transformer model for high-resolution and large-scale mapping of canopy height
I Fayad, P Ciais, M Schwartz, JP Wigneron, N Baghdadi, A de Truchis, ...
Remote Sensing of Environment 302, 113945, 2024
292024
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