Mayumi C. M. Hirye

California Institute of Technology — United States

Environmental Science · Physical Sciences

8h-index385citations25works8.32yr avg
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Research Topics

Remote Sensing in Agriculture(9), Remote Sensing and LiDAR Applications(8), Forest ecology and management(8), Environmental and biological studies(4), Land Use and Ecosystem Services(3)

Publications25 total

Wall‐to‐wall Amazon forest height mapping with Planet <scp>NICFI</scp> , Aerial <scp>LiDAR</scp> , and a U‐Net regression model
Remote Sensing in Ecology and Conservation·2025· 1 citedOpen Access
Monitoring the Early Growth of Pinus and Eucalyptus Plantations Using a Planet NICFI-Based Canopy Height Model: A Case Study in Riqueza, Brazil
Remote Sensing·2025· 1 citedOpen Access
High Resolution Tree Height Mapping of the Amazon Forest using Planet NICFI Images and LiDAR-Informed U-Net Model
arXiv (Cornell University)·2025Open Access
Population size, income and poor sanitation interact to explain widespread streamwater contamination by antidepressants in the Metropolitan Region of São Paulo
Environmental Pollution·2025· 2 citedOpen Access
Global and local endmembers spectral patterns to estimate the urban structure in Porto Alegre (Brazil) in Landsat images using the Linear Spectral Mixture Model procedure
˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences·2024Open Access
Amazon severe drought in 2023 triggered surface water loss
Environmental Research Climate·2024· 12 citedOpen Access
Amazon Deforestation and Global Meat Consumption Trends: An Assessment of Land Use Change and Market Data from Rondônia That Shows Why We Should Consider Changing Our Diets
Sustainability·2024· 8 citedOpen Access
Sub-meter tree height mapping of California using aerial images and LiDAR-informed U-Net model
Remote Sensing of Environment·2024· 54 citedOpen Access
The Amazon’s 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction
Remote Sensing·2024· 12 citedOpen Access
Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction
arXiv (Cornell University)·2024· 1 citedOpen Access
Population Size, Income and Poor Sanitation Interact to Explain Widespread Streamwater Contamination by Antidepressants in the Metropolitan Region of São Paulo
SSRN Electronic Journal·2024Open Access
Assessing Landslide Drivers in Social–Ecological–Technological Systems: The Case of Metropolitan Region of São Paulo, Brazil
Remote Sensing·2023· 2 citedOpen Access
Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model
arXiv (Cornell University)·2023· 4 citedOpen Access
Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021
Remote Sensing·2023· 51 citedOpen Access
Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021
arXiv (Cornell University)·2022· 5 citedOpen Access
K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation
Frontiers in Environmental Science·2022· 10 citedOpen Access
Fast computation of digital terrain model anomalies based on LiDAR data for geoglyph detection in the Amazon
Remote Sensing Letters·2022Open Access
K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation
arXiv (Cornell University)·2022Open Access
High-Resolution Data Grids to Assess Urban Density and Environmental Quality: The Case of São Paulo City
2021
U-Net-Id, an Instance Segmentation Model for Building Extraction from Satellite Images—Case Study in the Joanópolis City, Brazil
Remote Sensing·2020· 62 citedOpen Access
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Frequent Co-authors

Fabien Wagner(18), Ricardo Dalagnol(13), Sassan Saatchi(10), Samuel Favrichon(8), Griffin Carter(7), Martin Brandt(4), Adugna Mullissa(4), Alber Sánchez(3), Stephen Hagen(3), Luiz E. O. C. Aragão(2), Sophia Roberts(2), Alison L. Ritz(2), Philippe Ciais(2), Jake Lee(2), Steffen Mauceri(2), Fabien H Wagner(2), Alison L Ritz(2), Jean PHB Ometto(2), Luís Schiesari(2), Ricardo Hideo Taniwaki(2)