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Aprendizagem automática e suas aplicações na agricultura
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ISBN10: 6207942965
ISBN13: 9786207942961
Publisher: Edicoes Nosso Conhecimento
Published: Aug 19 2024
Pages: 64
Weight: 0.23
Height: 0.15 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786207942961
Publisher: Edicoes Nosso Conhecimento
Published: Aug 19 2024
Pages: 64
Weight: 0.23
Height: 0.15 Width: 6.00 Depth: 9.00
Language: Portuguese
O planeamento agrÃcola desempenha um papel significativo no crescimento económico e na segurança alimentar de um paÃs. A seleção das culturas é um fator importante no planeamento agrÃcola. Os agricultores normalmente planeiam o processo de cultivo com base nas suas experiências anteriores. Mas, devido à falta de conhecimentos precisos sobre o cultivo, acabam por cultivar culturas indesejáveis que resultam numa produção de baixo rendimento. Por isso, os agricultores precisam de um sistema de apoio à decisão (SAD) para tomar uma decisão informal que os ajude a cultivar a cultura certa no momento certo, em determinadas condições. Muitos investigadores tentam criar um sistema de previsão inteligente para aumentar a previsão da taxa de rendimento das culturas com base no clima e no solo, utilizando métodos estatÃsticos. A aprendizagem automática é uma área emergente e pode ser utilizada para melhorar a previsão do rendimento das culturas em diferentes condições climáticas, como a estação do ano, a temperatura, a precipitação, etc. Muitas técnicas de aprendizagem automática podem ser aplicadas no processo de previsão. A classificação é uma técnica de aprendizagem supervisionada que pode ser utilizada para efetuar previsões no sector agrÃcola. Este livro trata da aprendizagem automática e das suas aplicações no sector agrÃcola.
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