Long short-term memory for a model-free estimation of macronutrient ion concentrations of root-zone in closed-loop soilless cultures

Author:

Moon Taewon,Ahn Tae In,Son Jung Eek

Funder

Korea Institute of Planning and Evaluation for Technology in Food, Agriculture, Forestry and Fisheries

Publisher

Springer Science and Business Media LLC

Subject

Plant Science,Genetics,Biotechnology

Reference45 articles.

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2. Ahn TI, Son JE. Changes in ion balance and individual ionic contributions to EC reading at different renewal intervals of nutrient solution under EC-based nutrient control in closed-loop soilless culture for sweet peppers (Capsicum annum L. ‘Fiesta’). Korean J Hortic Sci Technol. 2011;29:29–35

3. Ba JL, Kiros JR, Hinton GE. Layer normalization. arXiv preprint. 2016. arXiv:1607.06450 .

4. Bita C, Gerats T. Plant tolerance to high temperature in a changing environment: scientific fundamentals and production of heat stress-tolerant crops. Front Plant Sci. 2013;4:273.

5. Bjorck N, Gomes CP, Selman B, Weinberger KQ. Understanding batch normalization. In: Proceedings of advances in neural information processing systems 31. NIPS’18. NIPS Proceedings, Canada; 2018. p. 7705–16.

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