1. Incorporating cultivar-specific stomatal traits into stomatal conductance models improves the estimation of evapotranspiration enhancing greenhouse climate management.
- Author
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Körner, Oliver, Fanourakis, Dimitrios, Chung-Rung Hwang, Michael, Hyldgaard, Benita, Tsaniklidis, Georgios, Nikoloudakis, Nikolaos, Larsen, Dorthe Horn, Ottosen, Carl-Otto, and Rosenqvist, Eva
- Subjects
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CLIMATE in greenhouses , *GREENHOUSE management , *ELECTRIC power consumption , *ENVIRONMENTAL engineering , *HUMIDITY control , *HUMIDITY , *EVAPOTRANSPIRATION , *GREENHOUSE plants - Abstract
The effect of considering cultivar differences in stomatal conductance (g s) on relative air humidity (RH)-related energy demand was addressed. We conducted six experiments in order to study the variation in evapotranspiration (ET c) of six pot rose cultivars, investigate the underlying processes and parameterise a g s -based ET c model. Several levels of crop ET c were realised by adjusting the growth environment. The commonly applied Ball–Woodrow–Berry g s -sub-model (BWB-model) in ET c models was validated under greenhouse conditions, and showed a close agreement between simulated and measured ET c. The validated model was incorporated into a greenhouse simulator. A scenario simulation study showed that selecting low-g s cultivars reduces energy demand (≤5.75%), depending on the RH set point. However, the BWB-model showed poor prediction quality at RH lower than 60% and a good fit at higher RH. Therefore, an attempt was made to improve model prediction: the in situ -obtained data were employed to adapt and extend either the BWB-model, or the Liu-extension with substrate water potential (Ψ; BWB-Liu-model). Both models were extended with stomatal density (D s) or pore area. Although the modified BWB-Liu-model (considering D s) allowed higher accuracy (R2 = 0.59), as compared to the basic version (R2 = 0.31), the typical lack of Ψ prediction in greenhouse models may be problematic for implementation into real-time climate control. The current study lays the basis for the development of cultivar specific cultivation strategies as well as improving the g s sub-model for dynamic climate conditions under low RH using model-based control systems. • Relative air humidity control is a key but costly aspect of greenhouse climate. • Accurate estimation of evapotranspiration (ET c) is essential for relative air humidity regulation. • Six pot rose cultivars and several cultivation regimes were used. • ET c estimation was improved using cultivar-specific stomatal conductance parameters. • The use of low-stomatal conductance cultivars secures energy saving (2.5–5.75%). [ABSTRACT FROM AUTHOR]
- Published
- 2021
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