Fabien Hubert Wagner

According to our database, Fabien Hubert Wagner authored at least 18 papers between 2016 and 2024.

Collaborative distances:

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

2024

The Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction.

Fabien Hubert Wagner, Samuel Favrichon, Ricardo Dalagnol, Mayumi C. M. Hirye, Adugna G. Mullissa, Sassan Saatchi

Remote. Sens., March, 2024

2023

Assessing the Magnitude of the Amazonian Forest Blowdowns and Post-Disturbance Recovery Using Landsat-8 and Time Series of PlanetScope Satellite Constellation Data.

Dazhou Ping, Ricardo Dalagnol, Lênio Soares Galvão, Bruce Nelson, Fabien Hubert Wagner, David M. Schultz, Polyanna da Conceição Bispo

Remote. Sens., June, 2023

Assessing Landslide Drivers in Social-Ecological-Technological Systems: The Case of Metropolitan Region of São Paulo, Brazil.

Mayumi C. M. Hirye, Diógenes Salas Alves, Angelo Salvador Filardo Jr., Timon McPhearson, Fabien Hubert Wagner

Remote. Sens., June, 2023

Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021.

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

Remote. Sens., January, 2023

Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model.

Fabien Hubert Wagner, Sophia Roberts, Alison L. Ritz, Griffin Carter, Ricardo Dalagnol, Samuel Favrichon, Mayumi C. M. Hirye, Martin Brandt, Philippe Ciais, Sassan Saatchi

CoRR, 2023

A Tool for Prioritizing Deforestation Hotspots in the Brazilian Amazon.

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

Proceedings of the XXIV Brazilian Symposium on Geoinformatics, 2023

2022

K-textures, a self supervised hard clustering deep learning algorithm for satellite image segmentation.

Fabien Hubert Wagner, Ricardo Dalagnol, Alber H. Sánchez, Mayumi C. M. Hirye, Samuel Favrichon, Jake H. Lee, Steffen Mauceri, Yan Yang, Sassan Saatchi

CoRR, 2022

2021

Increasing Landsat 5 TM Spatial Resolution to 15 M Using a Super-Resolution Deep Learning Model Trained with Pan-Sharpened Landsat 7 ETM+ DATA.

Fabien Hubert Wagner, Peter Joyce, Roel Brienen, Emanuel Gloor

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

High-Resolution Data Grids to Assess Urban Density and Environmental Quality: The Case of São Paulo City.

Mayumi C. M. Hirye, Angelo S. Filardo, Fabien Hubert Wagner

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

Influence of Surface Water Variations on Vod and Biomass Estimates from Passive Microwave Sensors.

Emma Bousquet, Arnaud Mialon, Nemesio Rodriguez-Fernandez, Catherine Prigent, Fabien Hubert Wagner, Yann H. Kerr

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

2020

U-Net-Id, an Instance Segmentation Model for Building Extraction from Satellite Images - Case Study in the Joanópolis City, Brazil.

Fabien Hubert Wagner, Ricardo Dalagnol, Yuliya Tarabalka, Tassiana Y. F. Segantine, Rogério Thomé, Mayumi C. M. Hirye

Remote. Sens., 2020

Regional Mapping and Spatial Distribution Analysis of Canopy Palms in an Amazon Forest Using Deep Learning and VHR Images.

Fabien Hubert Wagner, Ricardo Dalagnol, Ximena Tagle Casapia, Annia S. Streher, Oliver L. Phillips, Emanuel Gloor, Luiz E. O. C. Aragão

Remote. Sens., 2020

Tree Crown Delineation Algorithm Based on a Convolutional Neural Network.

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

Remote. Sens., 2020

2019

Quantifying Canopy Tree Loss and Gap Recovery in Tropical Forests under Low-Intensity Logging Using VHR Satellite Imagery and Airborne LiDAR.

Ricardo Dalagnol, Oliver L. Phillips, Emanuel Gloor, Lênio Soares Galvão, Fabien Hubert Wagner, Charton J. Locks, Luiz E. O. C. Aragão

Remote. Sens., 2019

Tree Cover for the Year 2010 of the Metropolitan Region of São Paulo, Brazil.

Fabien Hubert Wagner, Mayumi C. M. Hirye

Data, 2019

2018

A Simplified 3D Radiative Transfer Approach for the Retrieval of Chemical and Structural Properties of Individual Tree Crowns from Hyperspectral Data.

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

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Chlorophyll Fluorescence Data Reveals Climate-Related Photosynthesis Seasonality in Amazonian Forests.

Gabriel Bertani, Fabien Hubert Wagner, Liana O. Anderson, Luiz E. O. C. Aragão

Remote. Sens., 2017

2016

Consistency of vegetation index seasonality across the Amazon rainforest.

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

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