Multispectral Cameras and Machine Learning Integrated into Portable Devices as Clay Prediction Technology

Multispectral Cameras and Machine Learning Integrated into Portable Devices as Clay Prediction Technology

The present work proposed a low-cost portable device as an enabling technology for agriculture using multispectral imaging and machine learning in soil texture. Clay is an important factor for the verification and monitoring of soil use due to its fast reaction to chemical and surface changes. The s...

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Bibliographic Details
Main Authors: Gilson Augusto Helfer, Jorge Luis Victória Barbosa, Douglas Alves, Adilson Ben da Costa, Marko Beko, Valderi Reis Quietinho Leithardt
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Journal of Sensor and Actuator Networks
Subjects:
machine learning
multispectral image
soil
clay
agriculture
Online Access:https://www.mdpi.com/2224-2708/10/3/40

Internet

https://www.mdpi.com/2224-2708/10/3/40

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