Hello guest
Your basket is empty
We provide two pathways to the content. Thematic (chapters that address certain themes, e.g. cultivation, regardless of crop or animal type) and Product (chapters that relate to a specific type of crop or animal). Choose the most applicable route to find the right collection for you. 
 
Can’t find what you are looking for? Contact us and let us help you build a custom-made collection. 
You are in: All categories > A-Z Chapters > A
Use the Contact form to discuss the best purchasing method for you... Start building your collection today!

Advances in nutrient management modelling and nutrient concentration prediction for soilless culture systems

Code: 9781801460460
Jung Eek Son, Tae In Ahn and Taewon Moon, Seoul National University, Korea

Chapter synopsis: In closed-loop soilless culture systems (SCS), ion concentration and ionic balance are important factors to be considered for stable management of nutrient solutions. For maintaining appropriate ion concentration and ion balance, various techniques of nutrient analysis and prediction are required. Through nutrient management modelling, nutrient variations in the closed-loop soilless culture systems using nutrient replenishment methods can be better understood and predicted. Deep learning algorithms could be a methodology to predict ion concentrations using environments and growth data. A trained deep learning model has been found to accurately estimate ion concentration and balance in closed-loop SCS. Applications of theoretical modelling and artificial intelligence can thus be useful for the nutrient management of closed-loop SCS in greenhouses and vertical farms.

DOI: 10.19103/AS.2020.0076.11
£25.00
Quantity:
Table of contents 1 Introduction 2 Analysing the relationship between ion activity and electrical conductivity (EC) measurement 3 Nutrient management modelling in open and closed-loop soilless culture systems 4 Prediction of electrical conductivity (EC) and macronutrient ion concentrations using deep learning algorithms in closed-loop soilless culture systems 5 Conclusion and future trends 6 Where to look for further information 7 References

Also in A

Our site uses cookies. For more information, see our cookie policy. Accept cookies and close
Reject cookies Manage settings