Greenhouse Micro-Climate Prediction Based on Fixed Sensor Placements: A Machine Learning Approach

Greenhouse Micro-Climate Prediction Based on Fixed Sensor Placements: A Machine Learning Approach

Accurate measurement of micro-climates that include temperature and relative humidity is the bedrock of the control and management of plant life in protected cultivation systems. Hence, the use of a large number of sensors distributed within the greenhouse or mobile sensors that can be moved from on...

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Bibliographic Details
Main Authors: Oladayo S. Ajani, Member Joy Usigbe, Esther Aboyeji, Daniel Dooyum Uyeh, Yushin Ha, Tusan Park, Rammohan Mallipeddi
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Mathematics
Subjects:
greenhouse
temperature
relative humidity
optimal sensor locations
multi-channel regression
dense neural network
Online Access:https://www.mdpi.com/2227-7390/11/14/3052

Internet

https://www.mdpi.com/2227-7390/11/14/3052

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