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Author(s): VERWEIJ, P.; SIMOES, M.; ALVES, A.; FERRAZ, R.; CORMONT, A.

Deforestation and climate change heavily impact the ecosystem of the Amazon rainforest threatening its resilience and the sustainability of many human activities. Land protection may prevent ecosystem... ...

Repository: BDPA     Publication year: 2014

Author(s): SILVA, G. N.; NASCIMENTO, M.; SANT'ANNA, I. de C.; CRUZ, C. D.; CAIXETA, E. T.; CARNEIRO, P. C. S.; ROSADO, R. D. S.; PESTANA, K. N.; ALMEIDA, D. P. de; OLIVEIRA, M. da S.

The objective of this work was to evaluate the use of artificial neural networks in comparison with Bayesian generalized linear regression to predict leaf rust resistance in Arabica coffee (Coffea ara... ...

Repository: BDPA     Publication year: 2017

Author(s): NOVAIS, F. J. DE; YU, H.; CESAR, A. S. M.; MOMEN, M.; POLETI, M. D.; PETRY, B.; MOURÃO, G. B.; REGITANO, L. C. de A.; MOROTA, G.; COUTINHO, L. L.

Data integration using hierarchical analysis based on the central dogma or common pathway enrichment analysis may not reveal non-obvious relationships among omic data. Here, we applied factor analysis... ...

Repository: BDPA     Publication year: 2022

Author(s): LOPES, F. B.; MAGNABOSCO, C. de U.; PASSAFARO, T. L.; BRUNES, L. C.; COSTA, M. F. O. e; EIFERT, E. da C.; NARCISO, M. G.; ROSA, G. J. M.; LOBO, R. B.; BALDI, F.

The goal of this study was to compare the predictive performance of artificial neural networks (ANNs) with Bayesian ridge regression, Bayesian Lasso, Bayes A, Bayes B and Bayes Cπ in estimating g... ...

Repository: BDPA     Publication year: 2020

Author(s): PEIXOTO, M. A.; EVANGELISTA, J. S. P. C.; ALVES, R. S.; FARIAS, F. J. C.; CARVALHO, L. P.; TEODORO, L. P. R.; TEODORO, P. E.; BHERING, L. L.

In multi-environment trials (MET), large networks are assessed for results improvement. However, genotype by environment interaction plays an important role in the selection of the most adaptable and... ...

Repository: BDPA     Publication year: 2021

Author(s): FARIA, C. U. de; MAGNABOSCO, C. de U.; ALBUQUERQUE, L. G. de; REYES, A. de L.; LÔBO, R. B.; BEZERRA, L. A. F.

A seleção por precocidade de acabamento é um assunto em evidência na raça Nelore. O objetivo deste estudo foi estimar as correlações genéticas entre escores visuais e características de carcaça, medid... ...

Repository: BDPA     Publication year: 2007

Author(s): SUDANO, M. J.; CRESPILHO, A. M.; FERNANDES, C. B.; MARTINS JUNIOR, A.; PAPA, F. O.; RODRIGUES, J.; MACHADO, R.; LANDIM-ALVARENGA, F. da C.

The objective of this experiment was to test in vitro embryo production (IVP) as a tool to estimate fertility performance in zebu bulls using Bayesian inference statistics. Oocytes were matured and fe... ...

Repository: BDPA     Publication year: 2011

Author(s): YOKOO, M. J. I.; ROSA, G. J. de M.; MAGNABOSCO, C. de U.; SAINZ, R. D.; LOBO, R. B.; ALBUQUERQUE, L. G. de

Objetivou-se com esse trabalho estimar parâmetros genéticos (PG) para as características de carcaça mensuradas pela ultrassonografia (CCU), em duas diferentes idades. Além disso, foram estimadas corre... ...

Repository: BDPA     Publication year: 2009

Author(s): MATTA, L. B.; CRUZ, C. D.; SANTOS, I. G.; CARVALHO, C. G. P.; BORBA FILHO, A. B.; ALVES, A. D.

Repository: BDPA     Publication year: 2020

Author(s): CHERUBIN, M. R.; DAMIAN, J. M.; TAVARES, T. R.; TREVISAN, R. G.; COLAÇO, A. F.; EITELWEIN, M. T.; MARTELLO, M.; INAMASU, R. Y.; PIAS, O. H. C.; MOLIN, J. P.

Precision agriculture (PA) stands out as an innovative way to manage production resources, increasing the efficiency and the socioeconomic and environmental sustainability of agricultural systems. In... ...

Repository: BDPA     Publication year: 2022

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