2024•Frontiers in Plant ScienceOpen access

Predicting the canopy conductance to water vapor of grapevines using a biophysical model in a hot and arid climate

Ricardo Egipto, Arturo Aquino, José Manuel Andújar

Open full text 5 citations

Abstract

Canopy conductance is a crucial factor in modelling plant transpiration and is highly responsive to water stress. The objective of this study is to develop a straightforward method for estimating canopy conductance (gc) in grapevines. To predict gc, this study combines stomatal conductance to water vapor (gsw) measurements from grapevine leaves, scaled to represent the canopy size by the leaf area index (LAI), with atmospheric variables, such as net solar radiation (Rn) and air vapor pressure deficit (VPD). The developed model was then validated by comparing its predictions with gc values calculated using the inverse of the Penman Monteith equation. The proposed model demonstrates its effectiveness in estimating the gc, with the highest root-mean-squared-error (RMSE=1.45x10−4m.s−1) being lower than the minimum gc measured in the field (gc obs=0.0005 m.s−1). The results of this study reveal the significant influence of both VPD and gsw on grapevine canopy conductance.

Open-access reader

About this research paper

What this paper is about

Canopy conductance is a crucial factor in modelling plant transpiration and is highly responsive to water stress. The objective of this study is to develop a straightforward method for estimating canopy conductance (gc) in grapevines. To predict gc, this study combines stomatal conductance to water vapor (gsw) measurements from grapevine leaves, scaled to represent the canopy size by the leaf area index (LAI), with atmospheric variables, such as net solar radiation (Rn) and air vapor pressure deficit (VPD). The developed model was then validated by comparing its predictions with gc values calculated using the inverse of the Penman Monteith equation. The proposed model demonstrates its effectiveness in estimating the gc, with the highest root-mean-squared-error (RMSE=1.45x10−4m.s−1) being lower than the minimum gc measured in the field (gc obs=0.0005 m.s−1). The results of this study reveal the significant influence of both VPD and gsw on grapevine canopy conductance.

Why it matters

OpenAlex reports 5 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Canopy conductance is a crucial factor in modelling plant transpiration and is highly responsive to water stress. The objective of this study is to develop a straightforward method for estimating canopy conductance (gc) in grapevines. To predict gc, this study combines stomatal conductance to water vapor (gsw) measurements from grapevine leaves, scaled to represent the canopy size by the leaf area index (LAI), with atmospheric variables, such as net solar radiation (Rn) and air vapor pressure deficit (VPD). The developed model was then validated by comparing its predictions with gc values calculated using the inverse of the Penman Monteith equation. The proposed model demonstrates its effectiveness in estimating the gc, with the highest root-mean-squared-error (RMSE=1.45x10−4m.s−1) being lower than the minimum gc measured in the field (gc obs=0.0005 m.s−1). The results of this study reveal the significant influence of both VPD and gsw on grapevine canopy conductance.

Key concepts: Vapour Pressure Deficit, Canopy, Transpiration, Stomatal conductance, Canopy conductance, Leaf area index, Environmental science, Atmospheric sciences

Related papers

Back to paper searchBrowse research topicsOriginal source
Predicting the canopy conductance to water vapor of grapevines using a biophysical model in a hot and arid climate — Research Paper | ScholarLens