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 001; Jérôme Chave; Matti Mottus; Luiz Eduardo Oliveira e Cruz de Aragão; Yosio Shimabukuro (Int. J. Appl. Earth Obs. Geoinformation, 2016)

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)

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 (IGARSS, 2018)

Tree Cover for the Year 2010 of the Metropolitan Region of São Paulo, Brazil. - Fabien Hubert Wagner; Mayumi C. M. Hirye (Data, 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 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)

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)

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)

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 (IGARSS, 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 (IGARSS, 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 (IGARSS, 2021)

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)

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 (GEOINFO, 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)

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., 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., 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., 2023)

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., 2024)

High Resolution Tree Height Mapping of the Amazon Forest using Planet NICFI Images and LiDAR-Informed U-Net Model. - 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; et al. (CoRR, 2025)