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Matheus Pinheiro Ferreira

Professor

University of Sao Paulo

Brazil

Research Interests

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Professors in Ecology

Articles (20)

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2026

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2023

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2023

Collaborators (4)

Eben Broadbent

Assistant Professor

University of Florida

UNITED STATES

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Tiangang Yin

Assistant Professor

The Hong Kong Polytechnic University

HONG KONG

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Carlos Alberto Silva

Assistant Professor of Quantitative Forest Science

University of Florida

UNITED STATES

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Angélica Resende

Universidade Federal de São Carlos

BRAZIL

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Matheus Pinheiro Ferreira

Research Interests

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Articles (20)

Improved Grass Species Mapping in High-Diversity Wetland by Combining UAV-Based Spectral, Textural, Geometric Measurements

Exploring EnMAP hyperspectral images and ensemble deep learning for classifying forest land-cover types in Brazil

RTAS: A radiative transfer model for agricultural strip-intercropping structures

Dealing with the unknown: Open-set deep learning enables realistic tree species mapping in a Brazilian Woodland Savanna formation

Aboveground Biomass Accumulation Over Two Decades Across a Gradient of Tropical Forest Restoration Interventions

Landscape modeling as a surveillance strategy for Trypanosoma cruzi vectors in Brazil

Spatial overlap of palm trees and triatomine distribution areas in Brazil

Integrating UAV-borne LiDAR and deep learning for large-scale detection of productive macaw palms (Acrocomia aculeata)

Effectiveness of spatially patterned methods to restore semideciduous tropical forest

Solution for diagnostics of biological invasion in terrestrial ecosystems: how can deep learning help biodiversity conservation?

Liana removal alters canopy chemistry more than structure in tropical seasonal forests: Insights from UAV-borne hyperspectral and LiDAR data

Single-point positioning performance using ionospheric corrections predicted by the ED-ConvLSTM-ND neural network

Estimating aboveground biomass of tropical urban forests with UAV-borne hyperspectral and LiDAR data

Improving urban tree species classification by deep-learning based fusion of digital aerial images and LiDAR

Forest landscape restoration: Spectral behavior and diversity of tropical tree cover classes

Post-Hurricane Damage Severity Classification at the Individual Tree Level Using Terrestrial Laser Scanning and Deep Learning

Advances in multi- and hyperspectral remote sensing of mangrove species: A synthesis and study case on airborne and multisource spaceborne imagery

COMBINING LIDAR-DERIVED METRICS WITH RGB-NIR IMAGES TO IMPROVE TREE SPECIES CLASSIFICATION IN A TROPICAL URBAN AREA

FUSING SENTINEL-1 AND SENTINEL-2 IMAGES WITH TRANSFORMER-BASED NETWORK FOR DEFORESTATION DETECTION IN THE BRAZILIAN AMAZON UNDER DIVERSE CLOUD CONDITIONS

Fusing Sentinel-1 and Sentinel-2 Images for Deforestation Detection in the Brazilian Amazon Under Diverse Cloud Conditions

Collaborators (4)

Eben Broadbent

Tiangang Yin

Carlos Alberto Silva

Angélica Resende

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