Calibration and validation of an aerodynamic method to estimate the spatial variability of sensible and latent heat fluxes over a drip irrigated Merlot vineyard

A study was carried out to calibrate and validate the aerodynamic temperature method for estimating the spatial variability of the sensible (H) and latent (LE) heat fluxes over a drip-irrigated merlot vineyard located in the Maule Region, in Chile. For this study, measurement of energy balance compo...

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Autores principales: Carrasco-Benavides, Marcos, Ortega-Farías, Samuel, Morales-Salinas, Luis, Poblete-Echeverría, Carlos, Chávez, José L.
Formato: Objeto de conferencia Resumen
Lenguaje:Inglés
Publicado: 2018
Materias:
Ciencias Informáticas
aerodynamic temperature
sensible heat fluxes
latent heat fluxes
vineyard
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/70980
http://47jaiio.sadio.org.ar/sites/default/files/CAI-2.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-70980
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
aerodynamic temperature
sensible heat fluxes
latent heat fluxes
vineyard
spellingShingle Ciencias Informáticas
aerodynamic temperature
sensible heat fluxes
latent heat fluxes
vineyard
Carrasco-Benavides, Marcos
Ortega-Farías, Samuel
Morales-Salinas, Luis
Poblete-Echeverría, Carlos
Chávez, José L.
Calibration and validation of an aerodynamic method to estimate the spatial variability of sensible and latent heat fluxes over a drip irrigated Merlot vineyard
topic_facet Ciencias Informáticas
aerodynamic temperature
sensible heat fluxes
latent heat fluxes
vineyard
description A study was carried out to calibrate and validate the aerodynamic temperature method for estimating the spatial variability of the sensible (H) and latent (LE) heat fluxes over a drip-irrigated merlot vineyard located in the Maule Region, in Chile. For this study, measurement of energy balance components and meteorological data were collected from the 2006 to 2010 growing seasons. The experimental plot was composed of a 4.25 ha of ‘Merlot’ vineyard, which was equipped with an Eddy- Covariance system and an automatic weather station. The k-fold cross-validation method was utilized to tune and validate a vineyard surface aerodynamic temperature (Taero) model, considering all of the days when Landsat scenes and ground measurements of meteorological data and surface energy balance (SEB) were available. Then, the satellite-based estimations of Taero were utilized to calculate the surface aerodynamic resistance (rah) and, subsequently, heat fluxes of H and LE. Results indicated that the estimated H and rah values were not significantly different to those measured in the vineyard (95% significance level) showing a root mean square (RMSE) and mean absolute error (MAE) between 34–29 W m−2 and 1.01–0.78 s m−1, respectively. Satellite-based computations of LE were somewhat higher than those measured at the time of satellite overpass (RMSE = 63 W m−2; MAE = 56 W m−2), presumably due to the biases embedded in the net radiation (Rn) and soil heat flux (G) computations. The proposed SEB method based on Taero is very simple to implement, presenting similar accuracies on ET mapping to those computed by complex satellitebased models.
format Objeto de conferencia
Resumen
author Carrasco-Benavides, Marcos
Ortega-Farías, Samuel
Morales-Salinas, Luis
Poblete-Echeverría, Carlos
Chávez, José L.
author_facet Carrasco-Benavides, Marcos
Ortega-Farías, Samuel
Morales-Salinas, Luis
Poblete-Echeverría, Carlos
Chávez, José L.
author_sort Carrasco-Benavides, Marcos
title Calibration and validation of an aerodynamic method to estimate the spatial variability of sensible and latent heat fluxes over a drip irrigated Merlot vineyard
title_short Calibration and validation of an aerodynamic method to estimate the spatial variability of sensible and latent heat fluxes over a drip irrigated Merlot vineyard
title_full Calibration and validation of an aerodynamic method to estimate the spatial variability of sensible and latent heat fluxes over a drip irrigated Merlot vineyard
title_fullStr Calibration and validation of an aerodynamic method to estimate the spatial variability of sensible and latent heat fluxes over a drip irrigated Merlot vineyard
title_full_unstemmed Calibration and validation of an aerodynamic method to estimate the spatial variability of sensible and latent heat fluxes over a drip irrigated Merlot vineyard
title_sort calibration and validation of an aerodynamic method to estimate the spatial variability of sensible and latent heat fluxes over a drip irrigated merlot vineyard
publishDate 2018
url http://sedici.unlp.edu.ar/handle/10915/70980
http://47jaiio.sadio.org.ar/sites/default/files/CAI-2.pdf
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