Prediction of Air Temperature and Relative Humidity in Greenhouse via a Multilayer Perceptron Using Environmental Factors
Author:
Affiliation:
1. Department of Plant Science and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, Korea
Funder
Ministry of Agriculture, Food and Rural Affairs
Publisher
The Korean Society for Bio-Environment Control
Subject
General Medicine
Link
https://www.ksbec.org/articles/pdf/doi/10.12791/KSBEC.2019.28.2.95.pdf
Reference25 articles.
1. Normalization as a Preprocessing Engine for Data Mining and the Approach of Preference Matrix
2. Effect of Interrupted Wetness Periods on Spore Germination and Apple Infection byBotryosphaeria obtusa
3. Neural Network Approaches Versus Statistical Methods In Classification Of Multisource Remote Sensing Data
4. A Time Dependent Analysis of Greenhouse Thermal Environment
5. Neural network models in greenhouse air temperature prediction
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