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Clustering approaches and ensembles applied in the delineation of management classes in precision agriculture. Author(s): SPERANZA, E. A.; CIFERRI, R. R.; CIFERRI, C. D. de A. Abstract. This paper describes an experiment performed using different approaches for spatial data clustering, aiming to assist the delineation of management classes in Precision Agriculture (PA). The... ... Repository: BDPA Publication year: 2016
Using ensembles with spatial clustering approaches applied in the delineation of management classes in precision agriculture. Author(s): SPERANZA, E. A.; CIFERRI, R. R. This paper describes experiments performed using diff erent approaches for spatial data clustering, aiming to assist the delineation of management classes in Precision Agriculture (PA). These approach... ... Repository: BDPA Publication year: 2017
Clustering algorithms validation to system definition of decision-making for vitivinicultural and enological parameters. Author(s): ALVES, C. A. N.; PEREIRA, G. E.; PAULA JÚNIOR, I. C. DE; CAMPOS, L. S.; VASCONCELOS, L. B. DE Clustering algorithms validation to system definition of decision-making for vitivinicultural and enological parameters. Repository: BDPA Publication year: 2024
Tracking the Connection between Brazilian Agricultural Diversity and Native Vegetation Change by a Machine Learning Approach. Author(s): SILVA, M. A. S. da; MATOS, L. N.; SANTOS, F. E. DE O.; DOMPIERI, M. H. G.; MOURA, F. R. DE ABSTRACT - In Brazil, agribusiness has a considerable role in the country?s GDP. Because of this, the State needs territorial planning to minimize the impacts on natural resources, especially in the P... ... Repository: BDPA Publication year: 2022
Separation of Cultivars of Soybeans by Chemometric Methods Using Near Infrared Spectroscopy. Author(s): PANERO, J. S.; SILVA, H. E. B. da; PANERO, P. S.; SMIDERLE, O. J.; PANERO, F. S.; FARIA, F. S. E. D. V.; RODRIGUEZ, A. F. R. Repository: BDPA Publication year: 2018
Impacto da amostragem aleatória uniforme para o aumento da escalabilidade na geração de agrupamentos hierárquicos de séries espaço-temporais. Author(s): MENDES, R. M. S.; RAZENTE, H.; BARIONI, M. C. N.; ROMANI, L. A. S. Este trabalho apresenta resultados do emprego de uma abordagem escalável para o agrupamento hierárquico de séries espaço-temporais de imagens de satélite visando a redução da complexidade de tempo de... ... Repository: BDPA Publication year: 2016
Delineamento de potenciais zonas de manejo para intervenções espacialmente diferenciadas para as culturas de algodão, soja e milho. Author(s): SPERANZA, E. A.; LOPES, I. de O. N.; VAZ, C. M. P.; FRANCHINI, J. C.; INAMASU, R. Y.; RABELLO, L. M.; JORGE, L. A. de C. Este trabalho descreve uma metodologia aplicada ao delineamento de potenciais zonas de manejo para implantação experimental de atividades de intervenção espacialmente diferenciadas em agricultura de p... ... Repository: BDPA Publication year: 2024
Spatialization of climate, physical and socioeconomic factors that affect the dairy goat production in Brazil and their impact on animal breeding decisions. Author(s): LOPES, F. B.; SILVA, M. C. da; MIYAGI, E. S.; FIORAVANTI, M. C. S.; FACO, O.; GUIMARÃES, R. F.; CARVALHO JÚNIOR, O. A. de; McMANUS, C. M. Abstract: Brazil has high climate, soil and environmental diversity, as well as distinct socioeconomic and political realities, what results in differences among the political administrative regions o... ... Repository: BDPA Publication year: 2012
Embrapa: a successful case of institutional innovation. Author(s): ALVES, E. R. de A. Embrapa is a case of successful institutional innovation that has as main characteristics: a public corporation model of organization; scale of operation at national level; spatial decentralization; s... ... Repository: BDPA Publication year: 2010
Multi-trait BLUP model indicates sorghum hybrids with genetic potential for agronomic and nutritional traits. Author(s): ALMEIDA FILHO, J. E.; TARDIN, F. D.; GUIMARAES, J. F. R.; RESENDE, M. D. V.; SILVA, F. F.; SIMEONE, M. L. F.; MENEZES, C. B. de; QUEIROZ, V. A. V. The breeding of sorghum, Sorghum bicolor (L.) Moench, aimed at improving its nutritional quality, is of great interest, since it can be used as a highly nutritive alternative food source and can possi... ... Repository: BDPA Publication year: 2016

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