title: Cross-scale modelling of transpiration from stomata via the leaf boundary layer.
abstract: OBJECTIVE
  Leaf transpiration is a key parameter for understanding land surface-climate interactions, plant stress and plant structure–function relationships. Transpiration takes place at the microscale level, namely via stomata that are distributed discretely over the leaf surface with a very low surface coverage (approx. 0·2-5%). The present study aims to shed more light on the dependency of the leaf boundary-layer conductance (BLC) on stomatal surface coverage and air speed.
  
  
  METHODS
  An innovative three-dimensional cross-scale modelling approach was applied to investigate convective mass transport from leaves, using computational fluid dynamics. The gap between stomatal and leaf scale was bridged by including all these scales in the same computational model (10⁻⁵-10⁻¹ m), which implies explicitly modelling individual stomata.
  
  
  RESULTS
  BLC was strongly dependent on stomatal surface coverage and air speed. Leaf BLC at low surface coverage ratios (CR), typical for stomata, was still relatively high, compared with BLC of a fully wet leaf (hypothetical CR of 100%). Nevertheless, these conventional BLCs (CR of 100%), as obtained from experiments or simulations on leaf models, were found to overpredict the convective exchange. In addition, small variations in stomatal CR were found to result in large variations in BLCs. Furthermore, stomata of a certain size exhibited a higher mass transfer rate at lower CRs.
  
  
  CONCLUSIONS
  The proposed cross-scale modelling approach allows us to increase our understanding of transpiration at the sub-leaf level as well as the boundary-layer microclimate in a way currently not feasible experimentally. The influence of stomatal size, aperture and surface density, and also flow-field parameters can be studied using the model, and prospects for further improvement of the model are presented. An important conclusion of the study is that existing measures of conductances (e.g. from artificial leaves) can be significantly erroneous because they do not account for microscopic stomata, but instead assume a uniform distribution of evaporation such as found for a fully-wet leaf. The model output can be used to correct or upgrade existing BLCs or to feed into higher-scale models, for example within a multiscale framework.
authors: Thijs
authors: T
authors: Defraeye
authors: Dominique
authors: D
authors: Derome
authors: Pieter
authors: P
authors: Verboven
authors: Jan
authors: J
authors: Carmeliet
authors: Bart
authors: B
authors: Nicolai
mesh_terms: D003198:Computer Simulation; D008027:Light; D008834:Microclimate; D008954:Models, Biological; D018515:Plant Leaves / Q000033:anatomy & histology / Q000502:physiology*; D054046:Plant Stomata / Q000033:anatomy & histology / Q000502:physiology*; D018526:Plant Transpiration / Q000502:physiology*; D010944:Plants / Q000033:anatomy & histology* / Q000528:radiation effects; D014867:Water / Q000502:physiology
chemical_list: D014867:Water