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Functional diversity of intact and regenerating Amazon, Atlantic Forest and Cerrado systems using hyperspectral imagery

Grant number: 16/17652-9
Support Opportunities:Scholarships in Brazil - Young Researchers
Effective date (Start): October 01, 2016
Effective date (End): January 31, 2020
Field of knowledge:Physical Sciences and Mathematics - Geosciences
Acordo de Cooperação: NERC, UKRI ; Newton Fund, with FAPESP as a partner institution in Brazil
Principal Investigator:Fabien Hubert Wagner
Grantee:Fabien Hubert Wagner
Host Institution: Instituto Nacional de Pesquisas Espaciais (INPE). Ministério da Ciência, Tecnologia e Inovações (Brasil). São José dos Campos , SP, Brazil
Associated research grant:15/50484-0 - Functional diversity of intact and regenerating Amazon, Atlantic Forest, and Cerrado systems using hyperspectral imagery, AP.JP
News published in Agência FAPESP Newsletter about the scholarship:
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VEICULO: TITULO (DATA)

Scientific publications (17)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
WAGNER, FABIEN H.; DALAGNOL, RICARDO; CASAPIA, XIMENA TAGLE; STREHER, ANNIA S.; PHILLIPS, OLIVER L.; GLOOR, EMANUEL; ARAGAO, LUIZ E. O. C.. Regional Mapping and Spatial Distribution Analysis of Canopy Palms in an Amazon Forest Using Deep Learning and VHR Images. REMOTE SENSING, v. 12, n. 14, . (16/17652-9, 13/50533-5, 15/50484-0, 19/09248-1, 15/22987-7)
WAGNER, FABIEN H.; DALAGNOL, RICARDO; TARABALKA, YULIYA; SEGANTINE, TASSIANA Y. F.; THOME, ROGERIO; HIRYE, MAYUMI C. M.. U-Net-Id, an Instance Segmentation Model for Building Extraction from Satellite Images-Case Study in the Joanopolis City, Brazil. REMOTE SENSING, v. 12, n. 10, . (16/17652-9, 15/50484-0, 15/22987-7)
BRAGA, JOSE R. G.; PERIPATO, VINICIUS; DALAGNOL, RICARDO; FERREIRA, MATHEUS P.; TARABALKA, YULIYA; ARAGAO, LUIZ E. O. C.; DE CAMPOS VELHO, HAROLDO E.; SHIGUEMORI, ELCIO H.; WAGNER, FABIEN H.. Tree Crown Delineation Algorithm Based on a Convolutional Neural Network. REMOTE SENSING, v. 12, n. 8, . (16/17652-9, 18/06072-7, 15/22987-7, 18/15001-6, 15/50484-0)
DALAGNOL, RICARDO; WAGNER, FABIEN H.; EMILIO, THAISE; STREHER, ANNIA S.; GALVAO, LENIO S.; OMETTO, JEAN P. H. B.; ARAGAO, LUIZ E. O. C.. Canopy palm cover across the Brazilian Amazon forests mapped with airborne LiDAR data and deep learning. REMOTE SENSING IN ECOLOGY AND CONSERVATION, v. 8, n. 5, p. 14-pg., . (18/15001-6, 19/09248-1, 18/24017-3, 19/21662-8, 16/17652-9)
WAGNER, FABIEN H.; DALAGNOL, RICARDO; SANCHEZ, ALBER H.; HIRYE, MAYUMI C. M.; FAVRICHON, SAMUEL; LEE, JAKE H.; MAUCERI, STEFFEN; YANG, YAN; SAATCHI, SASSAN. K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation. FRONTIERS IN ENVIRONMENTAL SCIENCE, v. 10, p. 19-pg., . (15/22987-7, 16/17652-9, 15/50484-0)
WAGNER, FABIEN HUBERT; FERREIRA, MATHEUS PINHEIRO; SANCHEZ, ALBER; HIRYE, MAYUMI C. M.; ZORTEA, MACIEL; GLOOR, EMANUEL; PHILLIPS, OLIVER L.; DE SOUZA FILHO, CARLOS ROBERTO; SHIMABUKURO, YOSIO EDEMIR; ARAGAO, LUIZ E. O. C.. Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, v. 145, p. 16-pg., . (16/03397-7, 13/50533-5, 13/11589-5, 16/17652-9, 16/24977-1, 15/50484-0)
WAGNER, FABIEN H.; HIRYE, MAYUMI C. M.. Tree Cover for the Year 2010 of the Metropolitan Region of SAo Paulo, Brazil. DATA, v. 4, n. 4, . (15/50484-0, 16/17652-9)
ROSAN, THAIS M.; ARAGAO, LUIZ E. O. C.; OLIVERAS, IMMA; PHILLIPS, OLIVER L.; MALHI, YADVINDER; GLOOR, EMANUEL; WAGNER, FABIEN H.. Extensive 21st-Century Woody Encroachment in South America's Savanna. Geophysical Research Letters, v. 46, n. 12, p. 6594-6603, . (16/17652-9, 15/50484-0)
WAGNER, FABIEN H.. The flowering of Atlantic Forest Pleroma trees. SCIENTIFIC REPORTS, v. 11, n. 1, . (16/17652-9, 15/50484-0)
DALAGNOL, RICARDO; WAGNER, FABIEN H.; GALVAO, LENIO S.; STREHER, ANNIA S.; PHILLIPS, OLIVER L.; GLOOR, EMANUEL; PUGH, THOMAS A. M.; OMETTO, JEAN P. H. B.; ARAGAO, LUIZ E. O. C.. Large-scale variations in the dynamics of Amazon forest canopy gaps from airborne lidar data and opportunities for tree mortality estimates. SCIENTIFIC REPORTS, v. 11, n. 1, . (15/22987-7, 16/17652-9, 15/50484-0, 19/21662-8, 19/09248-1)
WAGNER, FABIEN HUBERT; HERAULT, BRUNO; ROSSI, VIVIEN; HILKER, THOMAS; MAEDA, EDUARDO EIJI; SANCHEZ, ALBER; LYAPUSTIN, ALEXEI I.; GALVAO, LENIO SOARES; WANG, YUJIE; ARAGAO, LUIZ E. O. C.. Climate drivers of the Amazon forest greening. PLoS One, v. 12, n. 7, . (16/17652-9, 16/03397-7, 13/14520-6, 15/50484-0)
DALAGNOL, RICARDO; PHILLIPS, OLIVER L.; GLOOR, EMANUEL; GALVAO, LENIO S.; WAGNER, FABIEN H.; LOCKS, CHARTON J.; ARAGAO, LUIZ E. O. C.. Quantifying Canopy Tree Loss and Gap Recovery in Tropical Forests under Low-Intensity Logging Using VHR Satellite Imagery and Airborne LiDAR. REMOTE SENSING, v. 11, n. 7, . (16/17652-9, 17/15257-8, 15/50484-0, 15/22987-7)
DE MOURA, YHASMIN MENDES. Vulnerability of Amazonian forests to repeated droughts. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, v. 373, n. 1760, . (16/17652-9, 15/22987-7, 16/02018-2, 15/50484-0, 17/15257-8)
BERTANI, GABRIEL; WAGNER, FABIEN H.; ANDERSON, LIANA O.; ARAGAO, LUIZ E. O. C.. Chlorophyll Fluorescence Data Reveals Climate-Related Photosynthesis Seasonality in Amazonian Forests. REMOTE SENSING, v. 9, n. 12, . (16/17652-9, 13/50533-5, 15/50484-0, 13/14520-6)
WAGNER, FABIEN H.; SANCHEZ, ALBER; AIDAR, MARCOS P. M.; ROCHELLE, ANDRE L. C.; TARABALKA, YULIYA; FONSECA, MARISA G.; PHILLIPS, OLIVER L.; GLOOR, EMANUEL; ARAGAO, LUIZ E. O. C.. Mapping Atlantic rainforest degradation and regeneration history with indicator species using convolutional network. PLoS One, v. 15, n. 2, . (12/51872-5, 16/17652-9, 15/50484-0, 16/03397-7, 13/50533-5)
DALAGNOL, RICARDO; WAGNER, FABIEN HUBERT; GALVAO, LENIO SOARES; NELSON, BRUCE WALKER; DE ARAGAO, LUIZ EDUARDO OLIVEIRA E CRUZ. Life cycle of bamboo in the southwestern Amazon and its relation to fire events. BIOGEOSCIENCES, v. 15, n. 20, p. 6087-6104, . (17/15257-8, 15/50484-0, 16/17652-9, 15/22987-7)
WAGNER, FABIEN HUBERT; FERREIRA, MATHEUS PINHEIRO; SANCHEZ, ALBER; HIRYE, MAYUMI C. M.; ZORTEA, MACIEL; GLOOR, EMANUEL; PHILLIPS, OLIVER L.; DE SOUZA FILHO, CARLOS ROBERTO; SHIMABUKURO, YOSIO EDEMIR; ARAGAO, LUIZ E. O. C.. Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, v. 145, n. B, p. 362-377, . (16/24977-1, 15/50484-0, 13/50533-5, 16/03397-7, 16/17652-9, 13/11589-5)

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