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
• Start date: October 01, 2016
• End date: January 31, 2020
• Field of knowledge: Physical Sciences and Mathematics - Geosciences
• Agreement: 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 Inovação (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

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)

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., 2022-07-22. (18/15001-6, 19/09248-1, 18/24017-3, 19/21662-8, 16/17652-9)

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, APR 2 2020. (16/17652-9, 18/06072-7, 15/22987-7, 18/15001-6, 15/50484-0)

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, MAY 2020. (16/17652-9, 15/50484-0, 15/22987-7)

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, JUL 2020. (16/17652-9, 13/50533-5, 15/50484-0, 19/09248-1, 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, NOV 2018. (16/24977-1, 15/50484-0, 13/50533-5, 16/03397-7, 16/17652-9, 13/11589-5)

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., 2022-09-20. (15/22987-7, 16/17652-9, 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, APR 1 2019. (16/17652-9, 17/15257-8, 15/50484-0, 15/22987-7)

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, DEC 2019. (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, JUN 28 2019. (16/17652-9, 15/50484-0)

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, DEC 2017. (16/17652-9, 13/50533-5, 15/50484-0, 13/14520-6)

DE MOURA, YHASMIN MENDES. Vulnerability of Amazonian forests to repeated droughts. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, v. 373, n. 1760, NOV 19 2018. (16/17652-9, 15/22987-7, 16/02018-2, 15/50484-0, 17/15257-8)

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, FEB 28 2020. (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, OCT 18 2018. (17/15257-8, 15/50484-0, 16/17652-9, 15/22987-7)

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, JUL 14 2017. (16/17652-9, 16/03397-7, 13/14520-6, 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, JAN 14 2021. (15/22987-7, 16/17652-9, 15/50484-0, 19/21662-8, 19/09248-1)

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., 2018-11-01. (16/03397-7, 13/50533-5, 13/11589-5, 16/17652-9, 16/24977-1, 15/50484-0)

WAGNER, FABIEN H.. The flowering of Atlantic Forest Pleroma trees. SCIENTIFIC REPORTS, v. 11, n. 1, OCT 14 2021. (16/17652-9, 15/50484-0)