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Dimensionality Reduction for CCD Sensor-Based Image to Control Fall Armyworm in Agriculture. Author(s): BERTOLLA, A. B.; CRUVINEL, P. E. Repository: BDPA Publication year: 2024
A comparison of regression methods based on dimensional reduction for genomic prediction. Author(s): COSTA, J. A. da; AZEVEDO, C. F.; NASCIMENTO, M.; SILVA, F. F. e; RESENDE, M. D. V. de; NASCIMENTO, A. C. C. multicollinearity and high dimensionality problems, making it impossible to obtain stable estimates through the traditional method of estimation based on ordinary least squares. To overcome such chall... ... Repository: BDPA Publication year: 2021
Evaluating autoencoders as a dimensionality reduction mechanism to support clustering Brazilian Agricultural Diversity. Author(s): SILVA, M. A. S. da; MATOS, L. N.; MIRANDA JUNIOR, G. F.; SANTOS, F. E. de O.; DOMPIERI, M. H. G.; MOURA, F. R. de; RESENDE, F. K. S. Brazilian agricultural production presents high spatial diversity, challenging the conception of public policies. This article proposes an approach for grouping Brazilian municipalities according to t... ... Repository: BDPA Publication year: 2023
Comparison of dimensionality reduction methods to predict genomic breeding values for carcass traits in pigs. Author(s): AZEVEDO, C. F.; NASCIMENTO, M.; SILVA, F. F.; RESENDE, M. D. V. de; LOPES, P. S.; GUIMARÃES, S. E. F.; GLÓRIA, L. S. A significant contribution of molecular genetics is the direct use of DNA information to identify genetically superior individuals. With this approach, genome-wide selection (GWS) can be used for this... ... Repository: BDPA Publication year: 2015
Hydropedological digital mapping: machine learning applied to spectral VIS-IR and radiometric data dimensionality reduction. Author(s): SANTOS, P. A. dos; PINHEIRO, H. S. K.; CARVALHO JUNIOR, W. de; SILVA, I. L. da; PEREIRA, N. R.; BHERING, S. B.; CEDDIA, M. B. Pedosphere-hydrosphere interface accounts for the association between soil hydrology and landscape, represented by topographic and Remote Sensing data support and integration. This study aimed to anal... ... Repository: BDPA Publication year: 2023
Avaliação de métodos de detecção de tópicos em pré-processamento para classificação de textos agrícolas. Author(s): BARROS, F. M. M.; OLIVEIRA, S. R. de M. Neste trabalho, buscou-se construir e comparar modelos capazes de diferenciar textos sobre a cultura da cana-de-açúcar de outros textos relacionados a outras culturas ou criações. Para criar modelos d... ... Repository: BDPA Publication year: 2017
Revisiting Electrocatalytic CO2 Reduction in Nonaqueous Media: Promoting CO2 Recycling in Organic Molecules by Controlling H2 Evolution. Author(s): REIS, E. A. dos; SILVA, G. T. S. T. da; SANTIAGO, E. I.; RIBEIRO, C. Electrochemical CO2 reduction to fuels or commodity chemicals using renewable energy has drawn attention as a strategy for closing the anthropogenic chemical carbon cycle. More than that, enhancing th... ... Repository: BDPA Publication year: 2023
An alert systemfor Seasonal Fire probability forecast for South American Protected Areas. Author(s): ANDERSON, L. O.; BURTON, C.; REIS, J. B. C. dos; PESSÔA, A. C. M.; BETT, P.; CARVALHO, N. S.; SILVA JUNIOR, C. H. L.; WILLIAMS, K.; SELAYA, G.; ARMENTERAS, D.; BILBAO, B. A.; XAUD, H. A. M.; RIVERA-LOMBARDI, R.; FERREIRA, J. N.; ARAGÃO, L. E. O. C.; JONES, C. D.; WILTSHIRE, A. J. Timely spatially explicit warning of areas with high fire occurrence probability is an important component of strategic plans to prevent andmonitor fires within South American (SA) Protected Areas (PA... ... Repository: BDPA Publication year: 2021
Proteomic analysis of free-living Bradyrhizobium diazoefficiens: highlighting potential determinants of a successful symbiosis. Author(s): GOMES, D. F.; BATISTA, J. S. S.; ROLLA, A. A. P.; SILVA, L. P. da; TARASAWA, L. V. G.; HUNGRIA, M. Strain CPAC 7 (=SEMIA 5080) was recently reclassified into the new species Bradyrhizobium diazoefficiens; due to its outstanding efficiency in fixing nitrogen, it has been used in commercial inoculant... ... Repository: BDPA Publication year: 2014
Method for obtaining high-resolution proteomic analysis from pericarps of guarana. Author(s): SOUZA, A. L.; ANGELO, P. C. da S.; NOGUEIRA, P. P. O.; GONÇALVES, J. F. C.; FRANCO, A. M.; ASTOLFI-FILHO, S.; LÓPEZ-LOZANO, J. L.; ANDRADE, E. V. Guarana has great agricultural potential and is largely used therapeutically and in the production of non-alcoholic energy drinks. Genomic and proteomic studies are crucial to identify proteins that p... ... Repository: BDPA Publication year: 2014

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