Fabien Hubert Wagner

21 papers C 4Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
High Resolution Tree Height Mapping of the Amazon Forest using Planet NICFI Images and LiDAR-Informed U-Net Model.
CoRR
Fabien Hubert Wagner, Ricardo Dalagnol, Griffin Carter, Mayumi C. M. Hirye, Shivraj Gill, Le Bienfaiteur T. Sagang, Samuel Favrichon, Michael Keller, Jean P. H. B. Ometto, Lorena Alves, Cynthia Creze, Stephanie P. George-Chacón, Shuang Li, Zhihua Liu, Adugna G. Mullissa, Yan Yang, Erone G. Santos, Sarah R. Worden, Martin Brandt, Philippe Ciais, Stephen C. Hagen, Sassan Saatchi
2024 J jnl
Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction.
CoRR
Fabien Hubert Wagner, Samuel Favrichon, Ricardo Dalagnol, Mayumi C. M. Hirye, Adugna G. Mullissa, Sassan Saatchi
2024 J jnl
The Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction.
Remote. Sens.
Fabien Hubert Wagner, Samuel Favrichon, Ricardo Dalagnol, Mayumi C. M. Hirye, Adugna G. Mullissa, Sassan Saatchi
2023 — conf
A Tool for Prioritizing Deforestation Hotspots in the Brazilian Amazon.
GEOINFO
Alber H. Sánchez, Guilherme A. V. Mataveli, Gabriel de Oliveira, Michel E. D. Chaves, Ricardo Dalagnol, Fabien Hubert Wagner, Celso H. L. Silva-Junior, Luiz E. O. C. Aragão
2023 J jnl
Assessing Landslide Drivers in Social-Ecological-Technological Systems: The Case of Metropolitan Region of São Paulo, Brazil.
Remote. Sens.
Mayumi C. M. Hirye, Diógenes Salas Alves, Angelo Salvador Filardo Jr., Timon McPhearson, Fabien Hubert Wagner
2023 J jnl
Assessing the Magnitude of the Amazonian Forest Blowdowns and Post-Disturbance Recovery Using Landsat-8 and Time Series of PlanetScope Satellite Constellation Data.
Remote. Sens.
Dazhou Ping, Ricardo Dalagnol, Lênio Soares Galvão, Bruce Nelson, Fabien Hubert Wagner, David M. Schultz, Polyanna da Conceição Bispo
2023 J jnl
Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021.
Remote. Sens.
Fabien Hubert Wagner, Ricardo Dalagnol, Celso Henrique Leite Silva Junior, Griffin Carter, Alison L. Ritz, Mayumi C. M. Hirye, Jean P. H. B. Ometto, Sassan Saatchi
2023 J jnl
Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model.
CoRR
Fabien Hubert Wagner, Sophia Roberts, Alison L. Ritz, Griffin Carter, Ricardo Dalagnol, Samuel Favrichon, Mayumi C. M. Hirye, Martin Brandt, Philippe Ciais, Sassan Saatchi
2022 J jnl
K-textures, a self supervised hard clustering deep learning algorithm for satellite image segmentation.
CoRR
Fabien Hubert Wagner, Ricardo Dalagnol, Alber H. Sánchez, Mayumi C. M. Hirye, Samuel Favrichon, Jake H. Lee, Steffen Mauceri, Yan Yang, Sassan Saatchi
2022 J jnl
Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021.
CoRR
Fabien Hubert Wagner, Ricardo Dalagnol, Celso H. L. Silva-Junior, Griffin Carter, Alison L. Ritz, Mayumi C. M. Hirye, Jean P. H. B. Ometto, Sassan Saatchi
2021 C conf
High-Resolution Data Grids to Assess Urban Density and Environmental Quality: The Case of São Paulo City.
IGARSS
Mayumi C. M. Hirye, Angelo S. Filardo, Fabien Hubert Wagner
2021 C conf
Increasing Landsat 5 TM Spatial Resolution to 15 M Using a Super-Resolution Deep Learning Model Trained with Pan-Sharpened Landsat 7 ETM+ DATA.
IGARSS
Fabien Hubert Wagner, Peter Joyce, Roel Brienen, Emanuel Gloor
2021 C conf
Influence of Surface Water Variations on Vod and Biomass Estimates from Passive Microwave Sensors.
IGARSS
Emma Bousquet, Arnaud Mialon, Nemesio Rodriguez-Fernandez, Catherine Prigent, Fabien Hubert Wagner, Yann H. Kerr
2020 J jnl
Regional Mapping and Spatial Distribution Analysis of Canopy Palms in an Amazon Forest Using Deep Learning and VHR Images.
Remote. Sens.
Fabien Hubert Wagner, Ricardo Dalagnol, Ximena Tagle Casapia, Annia S. Streher, Oliver L. Phillips, Emanuel Gloor, Luiz E. O. C. Aragão
2020 J jnl
Tree Crown Delineation Algorithm Based on a Convolutional Neural Network.
Remote. Sens.
José R. G. Braga, Vinícius Peripato, Ricardo Dalagnol, Matheus Pinheiro Ferreira, Yuliya Tarabalka, Luiz E. O. C. Aragão, Haroldo F. de Campos Velho, Elcio H. Shiguemori, Fabien Hubert Wagner
2020 J jnl
U-Net-Id, an Instance Segmentation Model for Building Extraction from Satellite Images - Case Study in the Joanópolis City, Brazil.
Remote. Sens.
Fabien Hubert Wagner, Ricardo Dalagnol, Yuliya Tarabalka, Tassiana Y. F. Segantine, Rogério Thomé, Mayumi C. M. Hirye
2019 J jnl
Quantifying Canopy Tree Loss and Gap Recovery in Tropical Forests under Low-Intensity Logging Using VHR Satellite Imagery and Airborne LiDAR.
Remote. Sens.
Ricardo Dalagnol, Oliver L. Phillips, Emanuel Gloor, Lênio Soares Galvão, Fabien Hubert Wagner, Charton J. Locks, Luiz E. O. C. Aragão
2019 J jnl
Tree Cover for the Year 2010 of the Metropolitan Region of São Paulo, Brazil.
Data
Fabien Hubert Wagner, Mayumi C. M. Hirye
2018 C conf
A Simplified 3D Radiative Transfer Approach for the Retrieval of Chemical and Structural Properties of Individual Tree Crowns from Hyperspectral Data.
IGARSS
Matheus Pinheiro Ferreira, Jean-Baptiste Féret, Eloi Grau, Fabien Hubert Wagner, Luiz Eduardo Oliveira e Cruz de Aragão, Yosio Edemir Shimabukuro, Carlos Roberto de Souza Filho
2017 J jnl
Chlorophyll Fluorescence Data Reveals Climate-Related Photosynthesis Seasonality in Amazonian Forests.
Remote. Sens.
Gabriel Bertani, Fabien Hubert Wagner, Liana O. Anderson, Luiz E. O. C. Aragão
2016 J jnl
Consistency of vegetation index seasonality across the Amazon rainforest.
Int. J. Appl. Earth Obs. Geoinformation
Eduardo Eiji Maeda, Yhasmin Mendes de Moura, Fabien Hubert Wagner, Thomas Hilker, Alexei I. Lyapustin, Yujie Wang, Jérôme Chave, Matti Mottus, Luiz Eduardo Oliveira e Cruz de Aragão, Yosio Shimabukuro