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Characterizing and predicting biomass production in sugarcane and eucalyptus plantations in Brazil

Grant number: 14/50715-9
Support type:Research Grants - Research Partnership for Technological Innovation - PITE
Duration: March 01, 2016 - February 29, 2020
Field of knowledge:Biological Sciences - Ecology
Cooperation agreement: Microsoft Research
Principal Investigator:Rubens Augusto Camargo Lamparelli
Grantee:Rubens Augusto Camargo Lamparelli
Home Institution: Núcleo Interdisciplinar de Planejamento Energético (NIPE). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
Company: Microsoft
City: Campinas
Associated scholarship(s):19/02550-4 - Development of algorithms for creating thematic maps using multiple sensors data, BP.TT
18/21103-6 - Quantifying the fluxes and stocks of carbon in sugarcane and eucalyptus plantations over São Paulo State, BP.PD
18/09536-4 - Development of algorithms for creating thematic maps using multiple sensors data, BP.TT

Scientific publications (13)
(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)
DOS SANTOS LUCIANO, ANA CLAUDIA; ARAUJO PICOLI, MICHELLE CRISTINA; ROCHA, JANSLE VIEIRA; DUFT, DANIEL GARBELLINI; CAMARGO LAMPARELLI, RUBENS AUGUSTO; LIMA VERDE LEAL, MANOEL REGIS; LE MAIRE, GUERRIC. A generalized space-time OBIA classification scheme to map sugarcane areas at regional scale, using Landsat images time-series and the random forest algorithm. International Journal of Applied Earth Observation and Geoinformation, v. 80, p. 127-136, AUG 2019. Web of Science Citations: 0.
WALDNER, FRANCOIS; BELLEMANS, NICOLAS; HOCHMAN, ZVI; NEWBY, TERENCE; DE ABELLEYRA, DIEGO; VERON, SANTIAGO R.; BARTALEV, SERGEY; LAVRENIUK, MYKOLA; KUSSUL, NATALIIA; LE MAIRE, GUERRIC; SIMOES, MARGARETH; SKAKUN, SERGII; DEFOURNY, PIERRE. Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed. International Journal of Applied Earth Observation and Geoinformation, v. 80, p. 82-93, AUG 2019. Web of Science Citations: 0.
UCHOA MAIA RODRIGUES, DANIELE C.; MOURA, FELIPE A.; CUNHA, SERGIO AUGUSTO; TORRES, RICARDO DA S. Graph visual rhythms in temporal network analyses. GRAPHICAL MODELS, v. 103, MAY 2019. Web of Science Citations: 0.
OLIVEIRA, ALBERTO; OAKLEY, ERIC; TORRES, RICARDO DA SILVA; ROCHA, ANDERSON. Relevance prediction in similarity-search systems using extreme value theory. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, v. 60, p. 236-249, APR 2019. Web of Science Citations: 0.
MELO DE OLIVEIRA SANTOS, CECILIA LIRA; CAMARGO LAMPARELLI, RUBENS AUGUSTO; DANTAS ARAUJO FIGUEIREDO, GLEYCE KELLY; DUPUY, STEPHANE; BOURY, JULIE; DOS SANTOS LUCIANO, ANA CLAUDIA; TORRES, RICARDO DA SILVA; LE MAIRE, GUERRIC. Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region. REMOTE SENSING, v. 11, n. 3 FEB 1 2019. Web of Science Citations: 0.
MENINI, NATHALIA; ALMEIDA, ALEXANDRE E.; LAMPARELLI, RUBENS; LE MAIRE, GUERRIC; DOS SANTOS, JEFERSSON A.; PEDRINI, HELIO; HIROTA, MARINA; TORRES, RICARDO DA S. A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geoscience and Remote Sensing Letters, v. 16, n. 2, p. 320-324, FEB 2019. Web of Science Citations: 0.
ESMAEL, AGNALDO APARECIDO; DOS SANTOS, JEFERSSON ALEX; TORRES, RICARDO DA SILVA. On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. MULTIMEDIA TOOLS AND APPLICATIONS, v. 77, n. 19, p. 24565-24592, OCT 2018. Web of Science Citations: 0.
DOS SANTOS LUCIANO, ANA CLAUDIA; ARAUJO PICOLI, MICHELLE CRISTINA; ROCHA, JANSLE VIEIRA; JUNQUEIRA FRANCO, HENRIQUE COUTINHO; SANCHES, GUILHERME MARTINELI; LIMA VERDE LEAL, MANOEL REGIS; LE MAIRE, GUERRIC. Generalized space-time classifiers for monitoring sugarcane areas in Brazil. REMOTE SENSING OF ENVIRONMENT, v. 215, p. 438-451, SEP 15 2018. Web of Science Citations: 4.
NOGUEIRA, KEILLER; FADEL, SAMUEL G.; DOURADO, ICARO C.; WERNECK, RAFAEL DE O.; MUNOZ, V, JAVIER A.; PENATTI, OTAVIO A. B.; CALUMBY, RODRIGO T.; LI, LIN TZY; DOS SANTOS, JEFERSSON A.; TORRES, RICARDO DA S. Exploiting ConvNet Diversity for Flooding Identification. IEEE Geoscience and Remote Sensing Letters, v. 15, n. 9, p. 1446-1450, SEP 2018. Web of Science Citations: 4.
MARIANO, GREICE C.; STAGGEMEIER, VANESSA G.; CERDEIRA MORELLATO, LEONOR PATRICIA; TORRES, RICARDO DA S. Multivariate cyclical data visualization using radial visual rhythms: A case study in phenology analysis. ECOLOGICAL INFORMATICS, v. 46, p. 19-35, JUL 2018. Web of Science Citations: 2.
VEZY, REMI; CHRISTINA, MATHIAS; ROUPSARD, OLIVIER; NOUVELLON, YANN; DUURSMA, REMKO; MEDLYN, BELINDA; SOMA, MAXIME; CHARBONNIER, FABIEN; BLITZ-FRAYRET, CELINE; STAPE, JOSE-LUIZ; LACLAU, JEAN-PAUL; VIRGINIO FILHO, ELIAS DE MELO; BONNEFOND, JEAN-MARC; RAPIDEL, BRUNO; DO, FREDERIC C.; ROCHETEAU, ALAIN; PICART, DELPHINE; BORGONOVO, CARLOS; LOUSTAU, DENIS; LE MAIRE, GUERRIC. Measuring and modelling energy partitioning in canopies of varying complexity using MAESPA model. Agricultural and Forest Meteorology, v. 253, p. 203-217, MAY 1 2018. Web of Science Citations: 1.
CORDOVA NEIRA, MANUEL ALBERTO; MENDES JUNIOR, PEDRO RIBEIRO; ROCHA, ANDERSON; TORRES, RICARDO DA SILVA. Data-Fusion Techniques for Open-Set Recognition Problems. IEEE ACCESS, v. 6, p. 21242-U24, 2018. Web of Science Citations: 0.
ALMEIDA, ALEXANDRE E.; TORRES, RICARDO DA S. Remote Sensing Image Classification Using Genetic-Programming-Based Time Series Similarity Functions. IEEE Geoscience and Remote Sensing Letters, v. 14, n. 9, p. 1499-1503, SEP 2017. Web of Science Citations: 2.

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