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Agricultural machinery adequacy for handling the mombaça grass biomass in agroforestry systems. Author(s): MORAIS, G. F. de; SANTOS, J. da S. G.; HAN, D.; RAMOS FILHO, L. O.; XAVIER, M. G. B.; SCHIMIDT, L.; SOUZA, H. T. de; CASTRO, F. T. de; SOUZA-ESQUERDO, V. F. de; ALBIERO, D. Abstract: The current scenario of Agroforestry Systems (AFS) worldwide lacks specific machinery, resulting in practically all operations being carried out manually. This leads to a significant physica... ... Repository: BDPA Publication year: 2023
Mapping agricultural intensification in the Brazilian savanna: a machine learning approach using harmonized data from Landsat Sentinel-2. Author(s): BOLFE, E. L.; PARREIRAS, T. C.; SILVA, L. A. P. da; SANO, E. E.; BETTIOL, G. M.; VICTORIA, D. de C.; DEL'ARCO SANCHES, I.; VICENTE, L. E. Agricultural intensification practices have been adopted in the Brazilian savanna (Cerrado), mainly in the transition between Cerrado and the Amazon Forest, to increase productivity while reducing pre... ... Repository: BDPA Publication year: 2023
Advancing Hydrogel-Based 3D Cell Culture Systems: Histological Image Analysis and AI-Driven Filament Characterization. Author(s): ARAUJO NETO, L. A.; FREIRE, A. M.; SILVA, L. P. da Background: Machine learning is used to analyze images by training algorithms on data to recognize patterns and identify objects, with applications in various fields, such as medicine, security, and a... ... Repository: BDPA Publication year: 2025
Detection of Staphylococcus aureus in milk samples using impedance spectroscopy and data processing with information visualization techniques and multidimensional calibration space. Author(s): SOARES, J. C.; SOARES, A. C.; POPOLIN-NETO, M.; PAULOVICH, F. V.; OLIVEIRA JR, O. N.; MATTOSO, L. H. C. Early diagnosis of cattle diseases such as mastitis caused by Staphylococcus aureus (S. aureus) can be made effective if on-site detection methods with portable instruments are available. In this work... ... Repository: BDPA Publication year: 2022
Hyperspectral imaging for the detection of plant pathogens in seeds: recent developments and challenges. Author(s): FERREIRA, L. C.; CARVALHO, I. C. B.; JORGE, L. A. de C.; QUEZADO-DUVAL, A. M.; ROSSATO, M. Food security, a critical concern amid global population growth, faces challenges in sustainable agricultural production due to significant yield losses caused by plant diseases, with a multitude of t... ... Repository: BDPA Publication year: 2024
Biological responses of aphids (Hemiptera: Aphididae) when fed three species of forage grasses. Author(s): PARCHEN, H. A.; AUAD, A. M. In Brazil, the forage species Brachiaria spp., Pennisetum purpureum (Schumacher), and Cynodon dactylon (L.) (Poaceae) are important components in the feed that is used to rear animals for meat and mil... ... Repository: BDPA Publication year: 2016
Physiological quality of rice seeds stored in freezer for seven years. Author(s): KRÜGER, F. O.; SILVA, M. G.; VAZ, C. F.; RIBEIRO, P. R. G.; MARTINS, A. B. N.; SANTOS, F. F; FRANCO, D. F.; COSTA, C. J. Repository: BDPA Publication year: 2013
Automated body score assessment for dairy cows using depth image processing. Author(s): BENICIO, L. M.; XAVIER, D. B.; LIMA, I. B. G. de; CONDOTTA, I. C. F. da S.; LOPES, L. B. Abstract: The body condition score (BCS) is the most helpful system available to dairy farmers to assess the nutritional status of cows, as it indicates the body fat levels of the animals. Body condit... ... Repository: BDPA Publication year: 2023
Digital mapping of Fe2O3, Nb and TiO2 contents in Morro dos Seis Lagos (AM). Author(s): RODRIGUES, N. B.; SILVA, J. C. L. da; PINHEIRO, H. S. K.; CARVALHO JUNIOR, W. de The study aimed to evaluate the performance of Multivariate Adaptive Regression Spline (MARS), Radial Support Vector Machine (svmRadial) and Random Forest (RF) models to predict the spatial distributi... ... Repository: BDPA Publication year: 2023
Utilização de machine learning para classificação de plantas saudáveis e plantas submetidas ao estresse. Author(s): VIANA, J. V. S.; DANTAS, L. P.; PAULA, O. R. de; BARRETO, B. B.; MILORI, D. M. B. P. A integração de tecnologias na agricultura tem se tornado cada vez mais comum, trazendo consigo uma série de benefícios, desde o aumento da produtividade até contribuições para a sustentabilidade. Uma... ... Repository: BDPA Publication year: 2023

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