Quantifying effects of irrigation and soil water content on electricalpotentials in grapevines (Vitis vinifera) using multivariate statisticalmethods

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dc.contributor.authorGil, Pilar M.
dc.contributor.authorSaavedra, Jorge
dc.contributor.authorSchaffer, Bruce
dc.contributor.authorNavarro, Rosa
dc.contributor.authorFuentealba, Claudia
dc.date.accessioned2022-11-23T15:37:21Z
dc.date.available2022-11-23T15:37:21Z
dc.date.issued2014-05-20
dc.description.abstractSeveral studies have shown that physiological responses in plants, including fruit crops, are associated with changes in electrical potentials (EP), but it is often difficult to statistically quantify these responses. This study tested the effects of irrigation on EP in grapevines (Vitis vinifera), taking into account vapor pressure deficit (VPD) and position of electrodes along the stem by using multivariate analytical methods and a suite of statistical pretreatments. In two separate experiments, plants were exposed to one of two irrigation treatments in a greenhouse: (T1) irrigation once per day (Experiment 1), or no irrigation (Experiment 2); or (T2) irrigation three times or twice per day (Experiments 1 and 2, respectively). In each experiment, EP at three positions along the stem, soil (potting medium) water content, and VPD were continuously measured. In Experiment 2, stomatal conductance (gs) and stem water potential (SWP) were also measured for plants in each irrigation treatment as indicators of plant water status. Data were analyzed by Principal Component Analysis (PCA) to determine the effects of irrigation treatment on EP and difference in EP between pairs of electrodes (ΔEP) at various locations along the stem. Data were also analyzed by partial least squares (PLS) analysis to determine if EP or ΔEP could be used as predictors of changes in soil water content due to different irrigation treatments. Significant differences in soil water content due to irrigation treatments could be readily detected by difference in EP or ΔEP using PCA with Orthogonal Signal Correction pre-processing. Also, PLS showed that differences in soil moisture can be predicted by EP and/or ΔEP measurements at specific locations along the stem. Thus, the use of multivariate statistical methods was effective for relating EP and ΔEP measurements in grapevines to soil moisture due to differences in irrigation.es_ES
dc.description.abstractPlant electrophysiologyes_ES
dc.identifier.issn1879-1018
dc.identifier.other10.1016/j.scienta.2014.04.014
dc.identifier.urihttps://hdl.handle.net/20.500.12536/1878
dc.language.isoenes_ES
dc.sourceScientia Horticulturaees_ES
dc.subjectPlant electrophysiologyes_ES
dc.subjectVariation potentialses_ES
dc.subjectWater stresses_ES
dc.subjectMultivariate analysises_ES
dc.titleQuantifying effects of irrigation and soil water content on electricalpotentials in grapevines (Vitis vinifera) using multivariate statisticalmethodses_ES
dc.typeArtículo de revistaes_ES
uvm.carreraAgronomíaes_ES
uvm.escuelaEscuela de Ciencias Agrícolas y Veterinariases_ES
uvm.indexWoSes_ES
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