Mayumi C. M. Hirye

11 papers C 1Journal 10
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 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
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
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
Tree Cover for the Year 2010 of the Metropolitan Region of São Paulo, Brazil.
Data
Fabien Hubert Wagner, Mayumi C. M. Hirye