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Feature extraction of spatial panel data with autoencoders for clustering the Brazilian agricultural diversity. Author(s): SILVA, M. A. S. da; MATOS, L. N.; SANTOS, F. E. DE O.; DOMPIERI, M. H. G.; MOURA, F. R. DE ABSTRACT - Brazilian agricultural production presents a high degree of spatial diversity, which challenges designing territorial public policies to promote sustainable development. This article propos... ... Repository: BDPA Publication year: 2022
Feature engineering vs. extraction: clustering Brazilian municipalities through spatial panel agricultural data via autoencoders. Author(s): SILVA, M. A. S. da; MATOS, L. N.; SANTOS, F. E. de O.; DOMPIERI, M. H. G.; MOURA, F. R. de This article compares the clustering of Brazilian municipalities according to their agricultural diversity using two approaches, one based on feature engineering and the other based on feature extract... ... Repository: BDPA Publication year: 2022
Evaluating a self-organizing map approach to cluster a Brazilian agricultural diversity spatial panel data. Author(s): SILVA, M. A. S. da; MATOS, L. N.; SANTOS, F. E. de O.; MAOURA, F. R. de; DOMPIERI, M. H. G. Repository: BDPA Publication year: 2021
Strategies for genotype imputation in composite beef cattle. Author(s): CHUD, T. C. S.; VENTURA, R. V.; SCHENKEL, F. S.; CARVALHEIRO, R.; BUZANSKAS, M. E.; ROSA, J. O.; MUDADU, M. de A.; SILVA, M. V. G. B.; MOKRY, F. B.; MARCONDES, C. R.; REGITANO, L. C. de A.; MUNARI, D. P. Genotype imputation has been used to increase genomic information, allow more animals in genome-wide analyses, and reduce genotyping costs. In Brazilian beef cattle production, many animals are result... ... Repository: BDPA Publication year: 2015
Management of agricultural research center in Brazil: a DEA application using a dynamic GMM approach. Author(s): SOUZA, G. da S. e; GOMES, E. G. In this paper, we measure the performance for each of the Brazilian Agricultural Research Corporation research center by means of a Data Envelopment Analysis model. Performance data are available for... ... Repository: BDPA Publication year: 2015
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
Genome-wide identification of copy number variation regions in Girolando cattle. Author(s): CHUD, T. C. S.; ROSA, J. O.; SILVA, M. V. G. B.; SILVA, T. B. R.; OLIVEIRA, G. A.; VENTURINI, G. C.; BALDI REY, F. S.; MUNARI, D. P. Repository: BDPA Publication year: 2015
Impactos da difusão de sistemas agroflorestais na produção de soja: uma análise a partir dos censos agropecuários 2006 e 2017. Author(s): EUSÉBIO, G. dos S.; MORAES, A. S.; FASIABEN, M. do C. R.; MAIA, A. G. Resumo. Os sistemas agroflorestais (SAF) têm provocado o interesse da pesquisa especialmente no que se refere a seus benefícios ambientais e produtivos, encontrando-se entre as recomendações de políti... ... Repository: BDPA Publication year: 2021
Os impactos econômicos da difusão de sistemas agroflorestais no Brasil. Author(s): MAIA, A. G.; EUSÉBIO, G. dos S.; FASIABEN, M. do C. R.; MORAES, A. S.; ASSAD, E. D.; PUGLIERO, V. S. Resumo. A difusão de sistemas agroflorestais está entre as ações prioritárias do plano de redução das emissões de carbono no Brasil, mas seus impactos econômicos ainda são pouco conhecidos. Nós avalia... ... Repository: BDPA Publication year: 2020
Analysis of a participatory approach for collection of economic data in aquaculture systems at farm level in Brazil. Author(s): PEDROZA FILHO, M. X.; RODRIGUES, A. P. O.; REZENDE, F. P.; FLORES, R. M. V.; MUNOZ, A. E. P.; BARROSO, R. M. Economic assessment at the farm level requires a robust methodology in order to assure reliability. This paper describes an innovative methodology and analyzes its ability to fill a gap regarding econ... ... Repository: BDPA Publication year: 2017

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