Technologies developed in precision agriculture.
Introduction. Collecting, storing, and analyzing data in PA. Identification of soil spatial variability: Soil sampling; Electrical conductivity. Identification of crop spatial variability: Productivity mapping; Proximal sensing; Suborbital and remote sensing. Cloud data storage: Data analysis in PA:...
| Autores: | , , , , , , , , , , , , |
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| Tipo de recurso: | capítulo de libro |
| Estado: | Versión publicada |
| Fecha de publicación: | 2023 |
| País: | Brasil |
| Institución: | Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
| Repositorio: | Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
| Idioma: | inglés |
| OAI Identifier: | oai:www.alice.cnptia.embrapa.br:doc/1156753 |
| Acceso en línea: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/1156753 |
| Access Level: | acceso abierto |
| Palabra clave: | Agricultura Agricultura de Precisão Agriculture Precision agriculture |
| Sumario: | Introduction. Collecting, storing, and analyzing data in PA. Identification of soil spatial variability: Soil sampling; Electrical conductivity. Identification of crop spatial variability: Productivity mapping; Proximal sensing; Suborbital and remote sensing. Cloud data storage: Data analysis in PA: Data mining and pattern extraction; Filtering tools and data cleaning; Geostatistics and spatial interpolation; Outlining management zones; On-farm experiments, spatial correlation, and recommendations. Practical applications in precision agriculture: Characterization of the spatial variability in southern Minas Gerais specialty coffee production systems; Spatial and spectral behavior in sugarcane and its correlation to soil electrical conductivity; PA technologies in fiber and grain management systems in the state of Mato Grosso; RPA applications in different crops. Final considerations. |
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