کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4566798 | 1628825 | 2014 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Quantifying effects of irrigation and soil water content on electrical potentials in grapevines (Vitis vinifera) using multivariate statistical methods
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کلمات کلیدی
PLSOSCPCA - PCAPlant electrophysiology - الکتروفیزیولوژی گیاهیPrincipal component analysis - تحلیل مولفههای اصلی یا PCAMultivariate analysis - تحلیل چندمتغیرهOrthogonal signal correction - تصحیح سیگنال ارتوگنالWater stress - تنش آب یا بحران آبPartial least squares - حداقل مربعات جزئی Electrical potential - پتانسیل الکتریکیvariation potential - پتانسیل تغییراتaction potential - پتانسیل عمل
موضوعات مرتبط
علوم زیستی و بیوفناوری
علوم کشاورزی و بیولوژیک
دانش باغداری
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Quantifying effects of irrigation and soil water content on electrical potentials in grapevines (Vitis vinifera) using multivariate statistical methods Quantifying effects of irrigation and soil water content on electrical potentials in grapevines (Vitis vinifera) using multivariate statistical methods](/preview/png/4566798.png)
چکیده انگلیسی
Several 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 (ÎEP) at various locations along the stem. Data were also analyzed by partial least squares (PLS) analysis to determine if EP or ÎEP 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 ÎEP using PCA with Orthogonal Signal Correction pre-processing. Also, PLS showed that differences in soil moisture can be predicted by EP and/or ÎEP measurements at specific locations along the stem. Thus, the use of multivariate statistical methods was effective for relating EP and ÎEP measurements in grapevines to soil moisture due to differences in irrigation.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Scientia Horticulturae - Volume 173, 27 June 2014, Pages 71-78
Journal: Scientia Horticulturae - Volume 173, 27 June 2014, Pages 71-78
نویسندگان
Pilar M. Gil, Jorge Saavedra, Bruce Schaffer, Rosa Navarro, Claudia Fuentealba, Felipe Minoletti,