Implementação de uma arquitetura distribuída de microserviços para retificação de mapas de zona de manejo com utilização de processamento digital de imagens
Evolving technologies in geoprocessing, global positioning systems and many other technologies are making it possible to gain more in-depth knowledge and make faster and more effective decisions in agricultural areas. Precision agriculture (PA) analyzes the agricultural area to take into account spa...
| Autor principal: | Von Dentz, Leonardo Sacoman |
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| Formato: | Trabalho de Conclusão de Curso (Graduação) |
| Idioma: | Português |
| Publicado em: |
Universidade Tecnológica Federal do Paraná
2020
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| Assuntos: | |
| Acesso em linha: |
http://repositorio.utfpr.edu.br/jspui/handle/1/12488 |
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| Resumo: |
Evolving technologies in geoprocessing, global positioning systems and many other technologies are making it possible to gain more in-depth knowledge and make faster and more effective decisions in agricultural areas. Precision agriculture (PA) analyzes the agricultural area to take into account spatial variability, allowing for localized treatment. Management Zones (ZM) is a way of dividing the agricultural area into homogeneous groups, allowing PA to be applied without the need to use agricultural machines and implements with equipment for variable rate application and global satellite navigation systems. ZMs are commonly generated with algorithms based on data grouping techniques, which can form groups that are not operationally viable in the field. Rectifying these ZMs is an important step as it aims to smooth out the delineations by removing stains on the ZM maps. Therefore, routines for rectifying ZM maps based on the application of digital image processing filters, which are executed in a distributed microservices architecture, were developed. The routines can be tested with different parameters, good processing performance were obtained when compared to a routine (BETZEK et al., 2018) considered as reference. |
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