Articles
NON-INVASIVE METHOD TO MONITOR PLANT WATER POTENTIAL OF AN OLIVE ORCHARD USING VISIBLE AND NEAR INFRARED SPECTROSCOPY ANALYSIS
Article number
1057_43
Pages
363 – 368
Language
English
Abstract
Plant water status is an important factor to be quickly and accurately assessed temporally and spatially to maintain yield and quality standards in a changing environment.
The pressure chamber is the most common method to measure midday stem water potential (MSWP), which is used as an accurate indicator of plants water status.
However, the use of the latter method has the disadvantages of being manual, destructive, slow and impractical to have a good spatial representation of plant water status of a whole olive orchard.
The objective of this research was to test an indirect method to estimate MSWP using visible and near infrared (NIR) spectroscopy analysis.
This method is non-destructive and quick to implement in the field having the extra advantage of assessing the whole tree with a single measurement using short-range remote sensing.
In this study, MSWP was measured using a pressure chamber (PMS Instrument Co.
USA) to characterize water status of olive trees in a commercial drip-irrigated Arbequina orchard (Pencahue, Region del Maule, Chile). Canopy reflectance was measured between 350 and 2500 nm wavelength region with a spectrometer FieldSpect3 (Analytical Spectral Device, ASD Co., USA) from 2.5 m distance.
The spectroscopy analysis was done using partial least squares (PLS) regression by the Unscramble software.
The validation process showed a root mean square error (RMSE) equal to 0.88 MPa and coefficient of determination (R2) equal to 0.75. These results showed that the non-invasive method, using spectral reflectance data, could obtain a surrogate of stem water potential of olive trees, providing the possibility to screen more samples under field conditions and to automate the data gathering and analysis once a calibration curve is developed.
The pressure chamber is the most common method to measure midday stem water potential (MSWP), which is used as an accurate indicator of plants water status.
However, the use of the latter method has the disadvantages of being manual, destructive, slow and impractical to have a good spatial representation of plant water status of a whole olive orchard.
The objective of this research was to test an indirect method to estimate MSWP using visible and near infrared (NIR) spectroscopy analysis.
This method is non-destructive and quick to implement in the field having the extra advantage of assessing the whole tree with a single measurement using short-range remote sensing.
In this study, MSWP was measured using a pressure chamber (PMS Instrument Co.
USA) to characterize water status of olive trees in a commercial drip-irrigated Arbequina orchard (Pencahue, Region del Maule, Chile). Canopy reflectance was measured between 350 and 2500 nm wavelength region with a spectrometer FieldSpect3 (Analytical Spectral Device, ASD Co., USA) from 2.5 m distance.
The spectroscopy analysis was done using partial least squares (PLS) regression by the Unscramble software.
The validation process showed a root mean square error (RMSE) equal to 0.88 MPa and coefficient of determination (R2) equal to 0.75. These results showed that the non-invasive method, using spectral reflectance data, could obtain a surrogate of stem water potential of olive trees, providing the possibility to screen more samples under field conditions and to automate the data gathering and analysis once a calibration curve is developed.
Publication
Authors
C. Poblete-Echeverría, S. Ortega-Farías, G.A. Lobos, S. Romero, L. Ahumada , A. Escobar, S. Fuentes
Keywords
spectrometer, olive, wavelength, climate change, pressure chamber
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