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Matheus Pinheiro Ferreira
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Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data
MP Ferreira, M Zortea, DC Zanotta, YE Shimabukuro, CR de Souza Filho
Remote Sensing of Environment 179, 66-78, 2016
1812016
Using the U‐net convolutional network to map forest types and disturbance in the Atlantic rainforest with very high resolution images
FH Wagner, A Sanchez, Y Tarabalka, RG Lotte, MP Ferreira, MPM Aidar, ...
Remote Sensing in Ecology and Conservation 5 (4), 360-375, 2019
1782019
Tree species classification in tropical forests using visible to shortwave infrared WorldView-3 images and texture analysis
MP Ferreira, FH Wagner, LEOC Aragão, YE Shimabukuro, ...
ISPRS journal of photogrammetry and remote sensing 149, 119-131, 2019
1662019
Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images
FH Wagner, MP Ferreira, A Sanchez, MCM Hirye, M Zortea, E Gloor, ...
ISPRS journal of photogrammetry and remote sensing 145, 362-377, 2018
1152018
Individual tree detection and species classification of Amazonian palms using UAV images and deep learning
MP Ferreira, DRA de Almeida, D de Almeida Papa, JBS Minervino, ...
Forest Ecology and Management 475, 118397, 2020
1142020
Tree crown delineation algorithm based on a convolutional neural network
JR G. Braga, V Peripato, R Dalagnol, M P. Ferreira, Y Tarabalka, ...
Remote Sensing 12 (8), 1288, 2020
802020
Monitoring restored tropical forest diversity and structure through UAV-borne hyperspectral and lidar fusion
DRA De Almeida, EN Broadbent, MP Ferreira, P Meli, AMA Zambrano, ...
Remote Sensing of Environment 264, 112582, 2021
792021
Retrieving structural and chemical properties of individual tree crowns in a highly diverse tropical forest with 3D radiative transfer modeling and imaging spectroscopy
MP Ferreira, JB Féret, E Grau, JP Gastellu-Etchegorry, CH Do Amaral, ...
Remote sensing of environment 211, 276-291, 2018
592018
Forest dynamics and land-use transitions in the Brazilian Atlantic Forest: the case of sugarcane expansion
MP Ferreira, DS Alves, YE Shimabukuro
Regional Environmental Change 15, 365-377, 2015
572015
A new era in forest restoration monitoring
DRA de Almeida, SC Stark, R Valbuena, EN Broadbent, TSF Silva, ...
Restoration Ecology 28 (1), 8-11, 2020
532020
A supervised approach for simultaneous segmentation and classification of remote sensing images
DC Zanotta, M Zortea, MP Ferreira
ISPRS journal of photogrammetry and remote sensing 142, 162-173, 2018
402018
Deep learning-based individual tree crown delineation in mangrove forests using very-high-resolution satellite imagery
G Lassalle, MP Ferreira, LEC La Rosa, CR de Souza Filho
ISPRS Journal of Photogrammetry and Remote Sensing 189, 220-235, 2022
362022
Accurate mapping of Brazil nut trees (Bertholletia excelsa) in Amazonian forests using WorldView-3 satellite images and convolutional neural networks
MP Ferreira, RG Lotte, FV D'Elia, C Stamatopoulos, DH Kim, AR Benjamin
Ecological Informatics 63, 101302, 2021
352021
Large scale multi-layer fuel load characterization in tropical savanna using GEDI spaceborne lidar data
RV Leite, CA Silva, EN Broadbent, CH Do Amaral, V Liesenberg, ...
Remote Sensing of Environment 268, 112764, 2022
312022
Analyzing the spectral variability of tropical tree species using hyperspectral feature selection and leaf optical modeling
MP Ferreira, AEB Grondona, SBA Rolim, YE Shimabukuro
Journal of Applied Remote Sensing 7 (1), 073502-073502, 2013
312013
Modelo de zoneamento de risco de incêndios para unidades de conservação brasileiras: o caso do Parque Estadual do Cerrado (PR)
L Koproski, MP Ferreira, JG Goldammer, AC Batista
Floresta 41 (3), 2011
312011
Processamento de imagens de satélite
DC Zanotta, MP Ferreira, M Zortea
Oficina de Textos, 2019
302019
Deep learning-based tree species mapping in a highly diverse tropical urban setting
GB Martins, LEC La Rosa, PN Happ, LCT Coelho Filho, CJF Santos, ...
Urban Forestry & Urban Greening 64, 127241, 2021
262021
Fusing multi-season UAS images with convolutional neural networks to map tree species in Amazonian forests
HFP Veras, MP Ferreira, EM da Cunha Neto, EO Figueiredo, ...
Ecological Informatics 71, 101815, 2022
222022
On the use of shortwave infrared for tree species discrimination in tropical semideciduous forest
MP Ferreira, M Zortea, DC Zanotta, JB Féret, YE Shimabukuro
ISPRS Geospatial Week 2015 40, 473-476, 2015
202015
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