E-fenologia: aplicação de novas tecnologias para monitorar a fenologia e mudanças climáticas nos trópicos

• Processo: 10/52113-5
• Modalidade de apoio: Auxílio à Pesquisa - Programa de Pesquisa sobre Mudanças Climáticas Globais - Regular
• Data de Início da vigência: 01 de abril de 2011
• Data de Término da vigência: 31 de julho de 2013
• Área do conhecimento: Ciências Biológicas - Ecologia - Ecologia de Ecossistemas
• Acordo de Cooperação: Microsoft Research
• Pesquisador responsável: Leonor Patricia Cerdeira Morellato
• Beneficiário: Leonor Patricia Cerdeira Morellato
• Instituição Sede: Instituto de Biociências (IB). Universidade Estadual Paulista (UNESP). Campus de Rio Claro. Rio Claro , SP, Brasil
• Assunto(s): Mudança climática Fenologia Monitoramento ambiental Floração
• Palavra(s)-Chave do Pesquisador: Climatic Change | Environment Monitoring | Flowering | Leafing | Phenology | Phenology Towers
• Publicação FAPESP: https://media.fapesp.br/bv/uploads/pdfs/World...Impact_9_24_25.pdf

Resumo

O e-fenologia é um projeto multidisciplinar que combina pesquisa em Ciência da Computação e Fenologia. O objetivo é atacar problemas teóricos e práticos envolvendo o uso de novas tecnologias para observação remota de fenologia como objetivo de determinar mudanças ambientais locais. Ele está estruturado voltado para três objetivos: (a) uso de novas tecnologias de monitoramento ambiental baseado em sistemas de monitoramento fenológico remoto; (b) criação de um protocolo para um programa brasileiro de monitoramento fenológico a longo prazo e para a integração entre disciplinas, avançando no nosso conhecimento de respostas sazonais nos trópicos a mudanças climáticas; e (c) apresentar modelos, métodos e algoritmos para dar suporte ao manejo, integração e análise de dados dos sistemas de monitoramento fenológico remoto. O grupo é comporto por pesquisadores na área de ciências da computação e fenologia. (AU)

Publicações científicas

(34)

(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)

FARIA, FABIO A.; ALMEIDA, JURANDY; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; ROCHA, ANDERSON; TORRES, RICARDO DA S.. Time series-based classifier fusion for fine-grained plant species recognition. PATTERN RECOGNITION LETTERS, v. 81, n. SI, p. 101-109, OCT 1 2016. (10/51307-0, 14/00215-0, 10/14910-0, 10/52113-5, 13/50155-0, 07/59779-6, 10/05647-4, 07/52015-0, 09/18438-7, 11/51523-8)

LEITE, ROGER A.; SCHNORR, LUCAS MELLO; ALMEIDA, JURANDY; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.; COMBA, JOAO L. D.. PhenoVis - A tool for visual phenological analysis of digital camera images using chronological percentage maps. INFORMATION SCIENCES, v. 372, p. 181-195, DEC 1 2016. (10/51307-0, 14/00215-0, 10/52113-5, 13/50155-0, 07/59779-6, 09/54208-6, 07/52015-0, 09/18438-7, 13/50169-1)

ALBERTON, BRUNA; TORRES, RICARDO DA S.; CANCIAN, LEONARDO F.; BORGES, BRUNO D.; ALMEIDA, JURANDY; MARIANO, GREICE C.; DOS SANTOS, JEFERSSON; CERDEIRA MORELLATOA, LEONOR PATRICIA. Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation. PERSPECTIVES IN ECOLOGY AND CONSERVATION, v. 15, n. 2, p. 82-90, APR-JUN 2017. (14/13354-8, 16/01413-5, 10/51307-0, 14/00215-0, 10/52113-5, 13/50155-0, 07/59779-6, 07/52015-0, 16/06441-7, 09/18438-7, 11/51523-8)

SILVEIRA, FERNANDO A. O.; BARBOSA, MILTON; BEIROZ, WALLACE; CALLISTO, MARCOS; MACEDO, DIEGO R.; CERDEIRA MORELLATO, LEONOR PATRICIA; NEVES, FREDERICO S.; NUNES, YULE R. F.; SOLAR, RICARDO R.; WILSON FERNANDES, G.. Tropical mountains as natural laboratories to study global changes: A long-term ecological research project in a megadiverse biodiversity hotspot. PERSPECTIVES IN PLANT ECOLOGY EVOLUTION AND SYSTEMATICS, v. 38, p. 64-73, JUN 2019. (09/54208-6, 13/50155-0, 10/51307-0, 10/52113-5)

ALBERTON, BRUNA; TORRES, RICARDO DA SILVA; SANNA FREIRE SILVA, THIAGO; DA ROCHA, HUMBERTO R.; MOURA, MAGNA S. B.; MORELLATO, LEONOR PATRICIA CERDEIRA. Leafing Patterns and Drivers across Seasonally Dry Tropical Communities. REMOTE SENSING, v. 11, n. 19, OCT 2019. (14/00215-0, 09/54208-6, 15/50682-6, 13/50155-0, 10/52113-5, 16/01413-5)

DOS SANTOS, JOYCE MIRANDA; DE MOURA, EDLENO SILVA; DA SILVA, ALTIGRAN SOARES; TORRES, RICARDO DA SILVA. Color and texture applied to a signature-based bag of visual words method for image retrieval. MULTIMEDIA TOOLS AND APPLICATIONS, v. 76, n. 15, p. 16855-16872, AUG 2017. (10/52113-5, 13/50155-0, 13/50169-1)

FARIA, FABIO A.; ALMEIDA, JURANDY; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; ROCHA, ANDERSON; TORRES, RICARDO DA S.. Time series-based classifier fusion for fine-grained plant species recognition. PATTERN RECOGNITION LETTERS, v. 81, p. 9-pg., 2016-10-01. (10/05647-4, 10/14910-0, 14/00215-0, 10/51307-0, 11/51523-8, 07/52015-0, 10/52113-5, 07/59779-6, 13/50155-0, 09/18438-7)

FARIA, FABIO A.; ALMEIDA, JURANDY; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Fusion of time series representations for plant recognition in phenology studies. PATTERN RECOGNITION LETTERS, v. 83, p. 10-pg., 2016-11-01. (14/00215-0, 10/51307-0, 13/50169-1, 10/52113-5, 13/50155-0, 09/18438-7)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Phenological visual rhythms: Compact representations for fine-grained plant species identification. PATTERN RECOGNITION LETTERS, v. 81, p. 11-pg., 2016-10-01. (14/00215-0, 09/18438-7, 10/51307-0, 07/52015-0, 13/50155-0, 13/50169-1, 07/59779-6, 10/52113-5)

ALMEIDA, JURANDY; PEDRONETTE, DANIEL C. G.; ALBERTON, BRUNA C.; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Unsupervised Distance Learning for Plant Species Identification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 9, n. 12, p. 14-pg., 2016-12-01. (13/50169-1, 13/50155-0, 10/52113-5, 14/00215-0, 16/06441-7, 10/51307-0, 13/08645-0, 09/18438-7)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.; IEEE. Plant Species Identification with Phenological Visual Rhythms. 2013 IEEE 9TH INTERNATIONAL CONFERENCE ON E-SCIENCE (E-SCIENCE), v. N/A, p. 7-pg., 2013-01-01. (12/18768-0, 13/50155-0, 10/52113-5, 11/11171-5)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; MIRANDA, WANER O.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Deriving vegetation indices for phenology analysis using genetic programming. ECOLOGICAL INFORMATICS, v. 26, p. 9-pg., 2015-03-01. (13/50169-1, 13/50155-0, 10/52113-5, 14/00215-0, 07/52015-0, 10/51307-0, 07/59779-6, 09/18438-7)

FARIA, FABIO A.; ALMEIDA, JURANDY; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Fusion of time series representations for plant recognition in phenology studies. PATTERN RECOGNITION LETTERS, v. 83, n. 2, p. 205-214, NOV 1 2016. (13/50169-1, 09/18438-7, 10/52113-5, 10/51307-0, 14/00215-0, 13/50155-0)

ALMEIDA, JURANDY; PEDRONETTE, DANIEL C. G.; ALBERTON, BRUNA C.; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Unsupervised Distance Learning for Plant Species Identification. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 9, n. 12, 1, SI, p. 5325-5338, DEC 2016. (13/50169-1, 09/18438-7, 10/52113-5, 16/06441-7, 10/51307-0, 13/08645-0, 14/00215-0, 13/50155-0)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Phenological visual rhythms: Compact representations for fine-grained plant species identification. PATTERN RECOGNITION LETTERS, v. 81, n. SI, p. 90-100, OCT 1 2016. (10/51307-0, 14/00215-0, 10/52113-5, 13/50155-0, 07/59779-6, 07/52015-0, 09/18438-7, 13/50169-1)

MORELLATO, L. PATRICIA C.; SILVEIRA, FERNANDO A. O.. Plant life in campo rupestre: New lessons from an ancient biodiversity hotspot. FLORA, v. 238, n. SI, p. 1-10, JAN 2018. (13/50155-0, 10/51307-0, 10/52113-5)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; MIRANDA, WANER O.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.. Deriving vegetation indices for phenology analysis using genetic programming. ECOLOGICAL INFORMATICS, v. 26, n. 3, p. 61-69, MAR 2015. (10/51307-0, 14/00215-0, 10/52113-5, 13/50155-0, 07/59779-6, 07/52015-0, 09/18438-7, 13/50169-1)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; ALBERTON, BRUNA; TORRES, RICARDO DA S.; MORELLATO, LEONOR PATRICIA C.. Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. ECOLOGICAL INFORMATICS, v. 23, n. SI, p. 49-61, SEP 2014. (11/11171-5, 08/58528-2, 10/52113-5, 07/59779-6, 07/52015-0, 09/18438-7)

BUISSON, ELISE; ALVARADO, SWANNI T.; LE STRADIC, SOIZIG; MORELLATO, LEONOR PATRICIA C.. Plant phenological research enhances ecological restoration. RESTORATION ECOLOGY, v. 25, n. 2, p. 164-171, MAR 2017. (10/52113-5, 14/12728-1, 13/50155-0, 10/51307-0)

MARIANO, GREICE C.; MORELLATO, LEONOR PATRICIA C.; ALMEIDA, JURANDY; ALBERTON, BRUNA; DE CAMARGO, MARIA GABRIELA G.; TORRES, RICARDO DA S.. Modeling plant phenology database: Blending near-surface remote phenology with on-the-ground observations. ECOLOGICAL ENGINEERING, v. 91, p. 396-408, JUN 2016. (10/51307-0, 14/00215-0, 13/50155-0, 10/52113-5, 07/59779-6, 07/52015-0, 09/18438-7, 11/51523-8)

DE CAMARGO, MARIA GABRIELA G.; SCHAEFER, H. MARTIN; HABERMANN, GUSTAVO; CAZETTA, ELIANA; SOARES, NATALIA COSTA; MORELLATO, LEONOR PATRICIA C.. Bicolored display of Miconia albicans fruits: Evaluating visual and physiological functions of fruit colors. AMERICAN JOURNAL OF BOTANY, v. 102, n. 9, p. 1453-1461, SEP 2015. (10/51307-0, 10/52113-5, 07/59779-6, 09/54208-6, 12/19827-0, 10/01762-3)

CAMARGO, MARIA GABRIELA G.; CAZETTA, ELIANA; MORELLATO, LEONOR PATRICIA C.; SCHAEFER, H. MARTIN. Characterizing background heterogeneity in visual communication. BASIC AND APPLIED ECOLOGY, v. 15, n. 4, p. 326-335, 2014. (10/51307-0, 10/52113-5, 07/59779-6, 12/19827-0, 10/01762-3)

GUTIERREZ DE CAMARGO, MARIA GABRIELA; DE CARVALHO, GUSTAVO HENRIQUE; ALBERTON, BRUNA DE COSTA; REYS, PAULA; CERDEIRA MORELLATO, LEONOR PATRICIA. Leafing patterns and leaf exchange strategies of a cerrado woody community. Biotropica, v. 50, n. 3, p. 442-454, MAY 2018. (16/01413-5, 10/51307-0, 15/14292-9, 15/10754-8, 14/00215-0, 13/50155-0, 10/52113-5, 07/59779-6, 09/54208-6, 10/01762-3)

CHAMBERS, LYNDA E.; ALTWEGG, RES; BARBRAUD, CHRISTOPHE; BARNARD, PHOEBE; BEAUMONT, LINDA J.; CRAWFORD, ROBERT J. M.; DURANT, JOEL M.; HUGHES, LESLEY; KEATLEY, MARIE R.; LOW, MATT; et al. Phenological Changes in the Southern Hemisphere. PLoS One, v. 8, n. 10, OCT 1 2013. (10/50713-5, 10/52113-5)

CAMARGO, MARIA GABRIELA G.; CAZETTA, ELIANA; SCHAEFER, H. MARTIN; MORELLATO, L. PATRICIA C.. Fruit color and contrast in seasonal habitats - a case study from a cerrado savanna. OIKOS, v. 122, n. 9, p. 1335-1342, SEP 2013. (07/59779-6, 10/52113-5)

ALBERTON, BRUNA; ALMEIDA, JURANDY; HELM, RAIMUND; TORRES, RICARDO DA S.; MENZEL, ANNETTE; CERDEIRA MORELLATO, LEONOR PATRICIA. Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation. ECOLOGICAL INFORMATICS, v. 19, p. 62-70, JAN 2014. (07/59779-6, 10/51307-0, 10/52113-5)

ALBERTON, BRUNA; MARTIN, THOMAS C. M.; DA ROCHA, HUMBERTO R.; RICHARDSON, ANDREW D.; MOURA, MAGNA S. B.; TORRES, RICARDO S.; MORELLATO, LEONOR PATRICIA CERDEIRA. Relationship between tropical leaf phenology and ecosystem productivity using phenocameras. FRONTIERS IN ENVIRONMENTAL SCIENCE, v. 11, p. 14-pg., 2023-09-14. (14/00215-0, 13/50155-0, 10/52113-5, 09/54208-6, 19/23853-5, 21/11762-5, 15/50488-5, 16/01413-5, 19/11835-2)

DOS SANTOS, LILIAN C. B.; ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; GUIMARAES, SILVIO JAMIL F.; ARAUJO, ARNALDO DE A.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; TORRES, RICARDO DA S.; IEEE. Phenological event detection by visual rhythm dissimilarity analysis. 2014 IEEE 10TH INTERNATIONAL CONFERENCE ON E-SCIENCE (E-SCIENCE), VOL 1, v. N/A, p. 8-pg., 2014-01-01. (13/50155-0, 10/52113-5, 07/52015-0, 10/51307-0, 07/59779-6, 09/18438-7)

ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; ALBERTON, BRUNA; TORRES, RICARDO DA S.; MORELLATO, LEONOR PATRICIA C.. Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. ECOLOGICAL INFORMATICS, v. 23, p. 13-pg., 2014-09-01. (10/52113-5, 07/52015-0, 07/59779-6, 11/11171-5, 08/58528-2, 09/18438-7)

MARIANO, GREICE C.; SOARES, NATALIA C.; MORELLATO, L. PATRICIA C.; TORRES, RICARDO DA S.; IEEE. Change Frequency Heatmaps for Temporal Multivariate Phenological Data Analysis. 2017 IEEE 13TH INTERNATIONAL CONFERENCE ON E-SCIENCE (E-SCIENCE), v. N/A, p. 10-pg., 2017-01-01. (13/50169-1, 13/50155-0, 10/52113-5, 09/54208-6)

MORELLATO, L. PATRICIA C.; SILVEIRA, FERNANDO A. O.. Plant life in campo rupestre: New lessons from an ancient biodiversity hotspot. FLORA, v. 238, p. 10-pg., 2018-01-01. (13/50155-0, 10/52113-5, 10/51307-0)

DOS SANTOS, JEFERSSON A.; PENATTI, OTAVIO A. B.; TORRES, RICARDO DA S.; GOSSELIN, PHILIPPE-H.; PHILIPP-FOLIGUET, SYLVIE; FALCAO, ALEXANDRE X.; IEEE. REMOTE SENSING IMAGE REPRESENTATION BASED ON HIERARCHICAL HISTOGRAM PROPAGATION. 2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), v. N/A, p. 4-pg., 2013-01-01. (12/18768-0, 10/52113-5, 08/58528-2)

TORRES, RICARDO DA S.; HASEGAWA, MAKOTO; TABBONE, SALVATORE; ALMEIDA, JURANDY; DOS SANTOS, JEFERSSON A.; ALBERTON, BRUNA; MORELLATO, LEONOR PATRICIA C.; IEEE. SHAPE-BASED TIME SERIES ANALYSIS FOR REMOTE PHENOLOGY STUDIES. 2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), v. N/A, p. 4-pg., 2013-01-01. (12/18768-0, 10/52113-5, 11/11171-5, 08/58528-2)

CERDEIRA MORELLATO, LEONOR PATRICIA; ALBERTON, BRUNA; ALVARADO, SWANNI T.; BORGES, BRUNO; BUISSON, ELISE; CAMARGO, MARIA GABRIELA G.; CANCIAN, LEONARDO F.; CARSTENSEN, DANIEL W.; ESCOBAR, DIEGO F. E.; LEITE, PATRICIA T. P.; et al. Linking plant phenology to conservation biology. Biological Conservation, v. 195, p. 13-pg., 2016-03-01. (14/00215-0, 13/50155-0, 10/52113-5, 12/12429-9, 14/07700-0, 10/01762-3, 12/21601-0, 14/13899-4, 10/51307-0, 15/17534-3, 14/01594-4, 11/22635-2, 14/12728-1, 14/13354-8)