Ricardo Dalagnol

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 32

Top Topics

Remotely Sensed

Convolutional Neural Network

Satellite Imagery

Top Venues

Publications

Fabien Hubert Wagner, Samuel Favrichon, Ricardo Dalagnol, Mayumi C. M. Hirye, Adugna G. Mullissa, Sassan Saatchi
Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction. CoRR (2024)
Adugna G. Mullissa, Sassan Saatchi, Ricardo Dalagnol, Tyler Erickson, Naomi Provost, Fiona Osborn, Aleena Ashary, Violet Moon, Daniel Melling
LUCA: A Sentinel-1 SAR-Based Global Forest Land Use Change Alert. Remote. Sens. 16 (12) (2024)
Aline D. Jacon, Lênio Soares Galvão, Rorai Pereira Martins-Neto, Pablo Crespo-Peremarch, Luiz E. O. C. Aragão, Jean P. H. B. Ometto, Liana O. Anderson, Laura Barbosa Vedovato, Celso H. L. Silva-Junior, Aline Pontes-Lopes, Vinícius Peripato, Mauro Assis, Francisca Rocha de Souza Pereira, Isadora Haddad, Catherine Torres de Almeida, Henrique Luis Godinho Cassol, Ricardo Dalagnol
Characterizing Canopy Structure Variability in Amazonian Secondary Successions with Full-Waveform Airborne LiDAR. Remote. Sens. 16 (12) (2024)
Philip Winstanley, Ricardo Dalagnol, Sneha Mendiratta, Daniel Braga, Lênio Soares Galvão, Polyanna da Conceição Bispo
Post-Logging Canopy Gap Dynamics and Forest Regeneration Assessed Using Airborne LiDAR Time Series in the Brazilian Amazon with Attribution to Gap Types and Origins. Remote. Sens. 16 (13) (2024)
Fábio Marcelo Breunig, Ricardo Dalagnol, Lênio Soares Galvão, Polyanna da Conceição Bispo, Qing Liu, Elias Fernando Berra, William Gaida, Veraldo Liesenberg, Tony Vinicius Moreira Sampaio
Monitoring Cover Crop Biomass in Southern Brazil Using Combined PlanetScope and Sentinel-1 SAR Data. Remote. Sens. 16 (15) (2024)
Nathan Borges Gonçalves, Diogo Martins Rosa, Dalton Freitas do Valle, Marielle N. Smith, Ricardo Dalagnol, Danilo Roberti Alves de Almeida, Bruce W. Nelson, Scott C. Stark
Revealing forest structural "fingerprints": An integration of LiDAR and deep learning uncovers topographical influences on Central Amazon forests. Ecol. Informatics 81 (2024)
Fabien Hubert Wagner, Samuel Favrichon, Ricardo Dalagnol, Mayumi C. M. Hirye, Adugna G. Mullissa, Sassan Saatchi
The Amazon's 2023 Drought: Sentinel-1 Reveals Extreme Rio Negro River Contraction. Remote. Sens. 16 (6) (2024)
Fabien H. Wagner, Sophia Roberts, Alison L. Ritz, Griffin Carter, Ricardo Dalagnol, Samuel Favrichon, Mayumi C. M. Hirye, Martin Brandt, Philippe Ciais, Sassan Saatchi
Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model. CoRR (2023)
Dazhou Ping, Ricardo Dalagnol, Lênio Soares Galvão, Bruce Nelson, Fabien Hubert Wagner, David M. Schultz, Polyanna da Conceição Bispo
Assessing the Magnitude of the Amazonian Forest Blowdowns and Post-Disturbance Recovery Using Landsat-8 and Time Series of PlanetScope Satellite Constellation Data. Remote. Sens. 15 (12) (2023)
Patrícia Monique Crivelari-Costa, Mendelson Lima, Newton La Scala Jr., Fernando Saragosa Rossi, João Lucas Della-Silva, Ricardo Dalagnol, Paulo Eduardo Teodoro, Larissa Pereira Ribeiro Teodoro, Gabriel de Oliveira, José Francisco de Oliveira-Júnior, Carlos Antonio da Silva Junior
Changes in Carbon Dioxide Balance Associated with Land Use and Land Cover in Brazilian Legal Amazon Based on Remotely Sensed Imagery. Remote. Sens. 15 (11) (2023)
Fabien H. Wagner, Ricardo Dalagnol, Celso Henrique Leite Silva Junior, Griffin Carter, Alison L. Ritz, Mayumi C. M. Hirye, Jean P. H. B. Ometto, Sassan Saatchi
Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021. Remote. Sens. 15 (2) (2023)
Daniel Braga, Luiz E. O. C. Aragão, Liana O. Anderson, Débora Joana Dutra, Beatriz F. Cabral, Ricardo Dalagnol
Quantifying Selective Logging Intensity Through Airborne LiDAR Data In An Amazon Rainforest: Study Case At Jamari National Forest. GEOINFO (2023)
Débora Joana Dutra, Igor Ferreira, Beatriz F. Cabral, Aurora Miho Yanai, Philip Martin Fearnside, Paulo Maurício de Lima Alencastro Graça, Ricardo Dalagnol, Daniel Braga, Luiz E. O. C. Aragão, Cláudia Maria de Almeida, Liana O. Anderson
Performance de Um Modelo Preditivo Para Simulação do Desmatamento em Boca do Acre - Brasil. GEOINFO (2023)
Alber H. Sánchez, Guilherme A. V. Mataveli, Gabriel de Oliveira, Michel E. D. Chaves, Ricardo Dalagnol, Fabien Hubert Wagner, Celso H. L. Silva-Junior, Luiz E. O. C. Aragão
A Tool for Prioritizing Deforestation Hotspots in the Brazilian Amazon. GEOINFO (2023)
Carine Klauberg, Jason Vogel, Ricardo Dalagnol, Matheus Pinheiro Ferreira, Caio Hamamura, Eben Broadbent, Carlos Alberto Silva
Post-Hurricane Damage Severity Classification at the Individual Tree Level Using Terrestrial Laser Scanning and Deep Learning. Remote. Sens. 15 (4) (2023)
Débora Joana Dutra, Liana Oighenstein Anderson, Philip Martin Fearnside, Aurora Miho Yanai, Paulo Maurício de Lima Alencastro Graça, Ricardo Dalagnol, Ana Carolina Moreira Pessôa, Luiz Eduardo Oliveira e Cruz de Aragão
Comparison of regional scale burned area products for southwestern Brazilian Amazonia. GEOINFO (2022)
Fabien H. Wagner, Ricardo Dalagnol, Celso HL Silva-Junior, Griffin Carter, Alison L. Ritz, Mayumi C. M. Hirye, Jean P. H. B. Ometto, Sassan Saatchi
Mapping Tropical Forest Cover and Deforestation with Planet NICFI Satellite Images and Deep Learning in Mato Grosso State (Brazil) from 2015 to 2021. CoRR (2022)
Daniel Braga, Ricardo Dalagnol, Celso B. M. Ribeiro, Liana O. Anderson, Luiz E. O. C. Aragão
Mapeamento de corte seletivo na Amazônia Brasileira usando imagens Planet de alta resolução espacial e inteligência artificial: estudo de caso na Floresta Nacional do Jamari. GEOINFO (2022)
Fabien H. Wagner, Ricardo Dalagnol, Alber H. Sánchez, Mayumi C. M. Hirye, Samuel Favrichon, Jake H. Lee, Steffen Mauceri, Yan Yang, Sassan Saatchi
K-textures, a self supervised hard clustering deep learning algorithm for satellite image segmentation. CoRR (2022)
Aline Pontes-Lopes, Ricardo Dalagnol, Andeise Cerqueira Dutra, Camila Valéria de Jesus Silva, Paulo Maurício Lima de Alencastro Graça, Luiz Eduardo Oliveira E. Cruz de Aragão
Quantifying Post-Fire Changes in the Aboveground Biomass of an Amazonian Forest Based on Field and Remote Sensing Data. Remote. Sens. 14 (7) (2022)
Aline D. Jacon, Maria Isabel Sobral Escada, Ricardo Dalagnol, Lênio S. Galvão
Análise da concordância entre dados de degradação florestal DETER e JRC-TMF no município de São Félix do Xingu - PA. GeoInfo (2021)
Tahisa Neitzel Kuck, Paulo Fernando Ferreira Silva Filho, Edson Eyji Sano, Polyanna da Conceição Bispo, Elcio Hideiti Shiguemori, Ricardo Dalagnol
Change Detection of Selective Logging in the Brazilian Amazon Using X-Band SAR Data and Pre-Trained Convolutional Neural Networks. Remote. Sens. 13 (23) (2021)
Huixian Zhang, Daniel Fiifi Tawia Hagan, Ricardo Dalagnol, Yi Liu
Forest Canopy Changes in the Southern Amazon during the 2019 Fire Season Based on Passive Microwave and Optical Satellite Observations. Remote. Sens. 13 (12) (2021)
Juliana A. Araújo, Allan H. L. Freire, Ricardo Dalagnol, Lênio S. Galvão
Mapping irrigated rice using MSI/Sentinel-2 time series of vegetation indices and Random Forest. GeoInfo (2021)
Fábio Marcelo Breunig, Lênio Soares Galvão, Ricardo Dalagnol, Carlos Eduardo Dauve, Adriane Parraga, Antônio Luiz Santi, Diandra Pinto Della Flora, Shuisen Chen
Delineation of management zones in agricultural fields using cover-crop biomass estimates from PlanetScope data. Int. J. Appl. Earth Obs. Geoinformation 85 (2020)
Edgard Bontempo, Ricardo Dalagnol, Flavio Ponzoni, Dalton Valeriano
Adjustments to SIF Aid the Interpretation of Drought Responses at the Caatinga of Northeast Brazil. Remote. Sens. 12 (19) (2020)
Fabien Hubert Wagner, Ricardo Dalagnol, Ximena Tagle Casapia, Annia S. Streher, Oliver L. Phillips, Emanuel Gloor, Luiz E. O. C. Aragão
Regional Mapping and Spatial Distribution Analysis of Canopy Palms in an Amazon Forest Using Deep Learning and VHR Images. Remote. Sens. 12 (14) (2020)
Jose R. G. Braga, Vinícius Peripato, Ricardo Dalagnol, Matheus Pinheiro Ferreira, Yuliya Tarabalka, Luiz E. O. C. Aragão, Haroldo F. de Campos Velho, Elcio H. Shiguemori, Fabien Hubert Wagner
Tree Crown Delineation Algorithm Based on a Convolutional Neural Network. Remote. Sens. 12 (8) (2020)
Fabien Hubert Wagner, Ricardo Dalagnol, Yuliya Tarabalka, Tassiana Y. F. Segantine, Rogério Thomé, Mayumi C. M. Hirye
U-Net-Id, an Instance Segmentation Model for Building Extraction from Satellite Images - Case Study in the Joanópolis City, Brazil. Remote. Sens. 12 (10) (2020)
Yhasmin Mendes de Moura, Heiko Balzter, Lênio Soares Galvão, Ricardo Dalagnol, Fernando Del Bon Espírito-Santo, Erone G. Santos, Mariano García, Polyanna da Conceição Bispo, Raimundo Cosme de Oliveira Junior, Yosio Shimabukuro
Carbon Dynamics in a Human-Modified Tropical Forest: A Case Study Using Multi-Temporal LiDAR Data. Remote. Sens. 12 (3) (2020)
Ricardo Dalagnol, Oliver L. Phillips, Emanuel Gloor, Lênio Soares Galvão, Fabien Hubert Wagner, Charton J. Locks, Luiz E. O. C. Aragão
Quantifying Canopy Tree Loss and Gap Recovery in Tropical Forests under Low-Intensity Logging Using VHR Satellite Imagery and Airborne LiDAR. Remote. Sens. 11 (7) (2019)
Letícia D. M. Fonseca, Ricardo Dalagnol, Yadvinder Malhi, Sami W. Rifai, Gabriel B. Costa, Thiago S. F. Silva, Humberto Ribeiro da Rocha, Iane B. Tavares, Laura S. Borma
Phenology and Seasonal Ecosystem Productivity in an Amazonian Floodplain Forest. Remote. Sens. 11 (13) (2019)