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M. Ferreira · SciRah

Researcher profile · Semantic Scholar

M. Ferreira

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M. Ferreira — researcher profile on SciRah

h-index: 18
Works: 45
Citations: 1,922

Most-cited papers

Using the U‐net convolutional network to map forest types and disturbance in the Atlantic rainforest with very high resolution images
F. Wagner, A. Sánchez, Y. Tarabalka, R. G. Lotte +5 more
2019Remote Sensing in Ecology and Conservation201 citations Open access
Semantic Scholar
Individual tree detection and species classification of Amazonian palms using UAV images and deep learning
M. Ferreira, D. R. D. de Almeida, Daniel de Almeida Papa, Juliano Baldez Silva Minervino +6 more
2020Forest Ecology and Management196 citations Open access
Semantic Scholar
Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data
M. Ferreira, M. Zortea, D. Zanotta, Y. Shimabukuro +1 more
2016187 citations
Semantic Scholar
Tree species classification in tropical forests using visible to shortwave infrared WorldView-3 images and texture analysis
M. Ferreira, F. Wagner, L. Aragão, Y. Shimabukuro +1 more
2019Isprs Journal of Photogrammetry and Remote Sensing167 citations
Semantic Scholar
Monitoring restored tropical forest diversity and structure through UAV-borne hyperspectral and lidar fusion
D. R. A. de Almeida, E. Broadbent, M. Ferreira, P. Meli +17 more
2021166 citations Open access
Semantic Scholar
Tree Crown Delineation Algorithm Based on a Convolutional Neural Network
J. Braga, Vinícius Peripato, R. Dalagnol, M. Ferreira +5 more
2020Remote Sensing141 citations Open access
Semantic Scholar
Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images
F. Wagner, M. Ferreira, A. Sánchez, Mayumi C. M. Hirye +6 more
2018Isprs Journal of Photogrammetry and Remote Sensing133 citations Open access
Semantic Scholar
Deep learning-based individual tree crown delineation in mangrove forests using very-high-resolution satellite imagery
G. Lassalle, M. Ferreira, L. L. La Rosa, C. D. de Souza
2022Isprs Journal of Photogrammetry and Remote Sensing86 citations Open access
Semantic Scholar
Advances in multi- and hyperspectral remote sensing of mangrove species: A synthesis and study case on airborne and multisource spaceborne imagery
G. Lassalle, M. Ferreira, Laura Elena Cué La Rosa, Rebecca Del'Papa Moreira Scafutto +1 more
2023Isprs Journal of Photogrammetry and Remote Sensing75 citations Open access
Semantic Scholar
A new era in forest restoration monitoring
D. R. A. de Almeida, Scott C. Stark, R. Valbuena, E. Broadbent +8 more
2019Restoration Ecology73 citations
Semantic Scholar
Large scale multi-layer fuel load characterization in tropical savanna using GEDI spaceborne lidar data
R. Leite, C. Silva, E. Broadbent, C. H. Amaral +31 more
2022Remote Sensing of Environment68 citations Open access
Semantic Scholar
Retrieving structural and chemical properties of individual tree crowns in a highly diverse tropical forest with 3D radiative transfer modeling and imaging spectroscopy
M. Ferreira, J. Féret, E. Grau, J. Gastellu-Etchegorry +3 more
2018Remote Sensing of Environment68 citations
Semantic Scholar
Deep learning-based tree species mapping in a highly diverse tropical urban setting
Gabriela B. Martins, L. L. La Rosa, P. Happ, Luiz Carlos Teixeira Coelho +3 more
202155 citations
Semantic Scholar
Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests
H. F. P. Veras, M. Ferreira, E. M. da Cunha, E. O. Figueiredo +2 more
2022Ecological Informatics52 citations Open access
Semantic Scholar
Forest dynamics and land-use transitions in the Brazilian Atlantic Forest: the case of sugarcane expansion
M. Ferreira, D. Alves, Y. Shimabukuro
2015Regional Environmental Change45 citations
Semantic Scholar
Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks
M. Ferreira, R. G. Lotte, F. D'Elia, C. Stamatopoulos +2 more
2021Ecological Informatics39 citations
Semantic Scholar
A supervised approach for simultaneous segmentation and classification of remote sensing images
D. Zanotta, M. Zortea, M. Ferreira
2018Isprs Journal of Photogrammetry and Remote Sensing33 citations
Semantic Scholar
Analyzing the spectral variability of tropical tree species using hyperspectral feature selection and leaf optical modeling
M. Ferreira, A. Grondona, S. Rolim, Y. Shimabukuro
201320 citations Open access
Semantic Scholar
deadtrees.earth — An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics
Clemens Mosig, Janusch Vajna-Jehle, Miguel D. Mahecha, Yan Cheng +202 more
2026Remote Sensing of Environment15 citations Open access
Semantic Scholar
Fusing Sentinel-1 and Sentinel-2 Images for Deforestation Detection in the Brazilian Amazon Under Diverse Cloud Conditions
F. Ferrari, M. Ferreira, C. Almeida, R. Feitosa
2023IEEE Geoscience and Remote Sensing Letters15 citations
Semantic Scholar
On the use of shortwave infrared for tree species discrimination in tropical semideciduous forest
M. Ferreira, M. Zortea, D. Zanotta, J. Féret +2 more
201514 citations Open access
Semantic Scholar
Retrieving geological units with unsupervised clustering of gamma-ray spectrometry data
J. Weihermann, M. Ferreira, L. G. de Castro, F. Ferreira +1 more
202113 citations
Semantic Scholar
Post-Hurricane Damage Severity Classification at the Individual Tree Level Using Terrestrial Laser Scanning and Deep Learning
C. Klauberg, J. Vogel, R. Dalagnol, M. Ferreira +3 more
2023Remote Sensing12 citations Open access
Semantic Scholar
Landsat-Based Land Use Change Assessment in the Brazilian Atlantic Forest: Forest Transition and Sugarcane Expansion
A. L. Silva, D. Alves, M. Ferreira
2018Remote Sensing12 citations Open access
Semantic Scholar
Automatic tree crown delineation in tropical forest using hyperspectral data
M. Ferreira, D. Zanotta, M. Zortea, T. Korting +3 more
20142014 IEEE Geoscience and Remote Sensing Symposium11 citations Open access
Semantic Scholar
Fusion of Lidar and Hyperspectral Data from Drones for Ecological Questions: The Gatoreye Atlantic Forest Restoration Case Study
Danilo R. Alves de Almeida, E. Broadbent, Angielica Maria Almeyda Zambrano, M. Ferreira +1 more
20212021 IEEE International Geoscience and Remote Sensing Symposium IGARSS9 citations
Semantic Scholar
Forest landscape restoration: SPECTRAL behavior and diversity of tropical tree cover classes
L. Haneda, P. Brancalion, P. Molin, M. Ferreira +9 more
2022Remote Sensing Applications Society and Environment7 citations
Semantic Scholar
Estimating tree volume based on crown mapping by UAV pictures in the Amazon Forest
H. F. P. Veras, E. M. da Cunha, I. Brasil, João Paulo Sardo Madi +7 more
2023Scientific Electronic Archives3 citations Open access
Semantic Scholar
Multi-source remote sensing data improves the classification accuracy of natural forests and eucalyptus plantations
Gustavo Fluminense Carneiro, M. Ferreira, Carlos Frederico de Sá Volotão
20203 citations Open access
Semantic Scholar
A statistical approach for simultaneous segmentation and classification
D. Zanotta, M. Ferreira, Maciel Zorte, Y. Shimabukuro
20142014 IEEE Geoscience and Remote Sensing Symposium3 citations
Semantic Scholar
Corrigendum to "Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks"
M. Ferreira, R. G. Lotte, F. D'Elia, C. Stamatopoulos +3 more
2021Ecological Informatics2 citations
Semantic Scholar
Spectral variability of atlantic forest species
M. Ferreira, A. Grondona, S. Rolim, Y. Shimabukuro
2013IEEE International Geoscience and Remote Sensing Symposium2 citations Open access
Semantic Scholar
Landscape modeling as a surveillance strategy for Trypanosoma cruzi vectors in Brazil
Felipe de Oliveira, Raphael Testai, M. Ferreira, C. Galvão +3 more
2026Parasites & Vectors1 citations Open access
Semantic Scholar
Effectiveness of spatially patterned methods to restore semideciduous tropical forest
K. Holl, J. van Melis, M. Ferreira, Danilo R. A. Almeida +4 more
2025Journal of Applied Ecology1 citations
Semantic Scholar
Mapping Total Aboveground Biomass Change in the Brazilian Cerrado Using Uav-Lidar
M. Schlickmann, Luiz Guilherme Nogueira, R. Leite, Kleydson Diego Rocha +10 more
2023IEEE International Geoscience and Remote Sensing Symposium1 citations
Semantic Scholar
Using Unsupervised Clustering for Analyzing Airborne Gamma-Ray Spectrometry Data
J. Weihermann, M. Ferreira, F. Ferreira, A. Silva
2020IEEE International Geoscience and Remote Sensing Symposium1 citations
Semantic Scholar
A Simplified 3D Radiative Transfer Approach for the Retrieval of Chemical and Structural Properties of Individual Tree Crowns from Hyperspectral Data
M. Ferreira, J. Féret, E. Grau, F. Wagner +3 more
2018IEEE International Geoscience and Remote Sensing Symposium1 citations
Semantic Scholar
A supervised Bayesian approach for simultaneous segmentation and classification
D. Zanotta, M. Ferreira, M. Zortea, Jean A. Espinoza +1 more
2015IEEE International Geoscience and Remote Sensing Symposium1 citations
Semantic Scholar
Spectral discrimination of Brazilian Atlantic Forest tree species
M. Ferreira, A. Grondona, S. Rolim
20121 citations
Semantic Scholar
Spatial overlap of palm trees and triatomine distribution areas in Brazil
Felipe de Oliveira, Ane Luíse Quinze Dias de Faro de Oliveira, Raphael Testai, M. Ferreira +4 more
2026Scientific Reports0 citations Open access
Semantic Scholar
Aboveground Biomass Accumulation Over Two Decades Across a Gradient of Tropical Forest Restoration Interventions
Francis H. Joyce, Rakan A. Zahawi, Leland K. Werden, Sebastian Zarges +5 more
2026Global Change Biology0 citations Open access
Semantic Scholar
Above Ground Biomass Estimation of Individual Urban Trees With Hyperspectral and Lidar Data
M. Ferreira, Gabriela B. Martins, Thaís H. Almeida, Rafael Ribeiro +4 more
2024IEEE International Geoscience and Remote Sensing Symposium0 citations
Semantic Scholar
Unsupervised clustering of gamma-ray spectrometry data using Gaussian Mixture
J. Weihermann, M. Ferreira, L. G. de Castro, F. Ferreira +1 more
2019Proceedings of the 16th International Congress of the Brazilian Geophysical Society&Expogef0 citations
Semantic Scholar
Characteristics of Tropical Tree Species in Hyperspectral and Multispectral Data
M. Ferreira, C. H. Amaral, G. Laurin, R. Kokaly +2 more
2018Biophysical and Biochemical Characterization and Plant Species Studies0 citations
Semantic Scholar
Fire risk mapping for Brazilian protected areas: the case of Cerrado State Park (PR).
L. Koproski, M. Ferreira, J. Goldammer, A. C. Batista
20110 citations
Semantic Scholar

Frequent co-authors

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Y. Shimabukuro×13
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Y. Shimabukuro — researcher profile on SciRah
C. D. de Souza×8
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M. Zortea×6
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D. Zanotta×6
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E. Broadbent — researcher profile on SciRah

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