Mayumi C. M. Hirye

According to our database, Mayumi C. M. Hirye authored at least 8 papers between 2019 and 2024.

Collaborative distances:

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

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 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

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

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

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

2019

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

Fabien Hubert Wagner, Mayumi C. M. Hirye

Data, 2019