Tree Cover for the Year 2010 of the Metropolitan Region of São Paulo, Brazil. - Fabien Hubert Wagner; Mayumi C. M. Hirye (Data, 2019)

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)

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)

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)

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)

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)