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Using an Automatic Resistivity Profiler Soil Sensor On-The-Go in Precision Viticulture

Spatial information on vineyard soil properties can be useful in precision viticulture. In this paper a combination of high resolution soil spatial information of soil electrical resistivity (ER) and ancillary topographic attributes, such as elevation and slope, were integrated to assess the spatial...

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Detalles Bibliográficos
Autores principales: Rossi, Roberta, Pollice, Alessio, Diago, Maria-Paz, Oliveira, Manuel, Millan, Borja, Bitella, Giovanni, Amato, Mariana, Tardaguila, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3574725/
https://www.ncbi.nlm.nih.gov/pubmed/23325171
http://dx.doi.org/10.3390/s130101121
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author Rossi, Roberta
Pollice, Alessio
Diago, Maria-Paz
Oliveira, Manuel
Millan, Borja
Bitella, Giovanni
Amato, Mariana
Tardaguila, Javier
author_facet Rossi, Roberta
Pollice, Alessio
Diago, Maria-Paz
Oliveira, Manuel
Millan, Borja
Bitella, Giovanni
Amato, Mariana
Tardaguila, Javier
author_sort Rossi, Roberta
collection PubMed
description Spatial information on vineyard soil properties can be useful in precision viticulture. In this paper a combination of high resolution soil spatial information of soil electrical resistivity (ER) and ancillary topographic attributes, such as elevation and slope, were integrated to assess the spatial variability patterns of vegetative growth and yield of a commercial vineyard (Vitis vinifera L. cv. Tempranillo) located in the wine-producing region of La Rioja, Spain. High resolution continuous geoelectrical mapping was accomplished by an Automatic Resistivity Profiler (ARP) on-the-go sensor with an on-board GPS system; rolling electrodes enabled ER to be measured for a depth of investigation approximately up to 0.5, 1 and 2 m. Regression analysis and cluster analysis algorithm were used to jointly process soil resistivity data, landscape attributes and grapevine variables. ER showed a structured variability that matched well with trunk circumference spatial pattern and yield. Based on resistivity and a simple terrain attribute uniform management units were delineated. Once a spatial relationship to target variables is found, the integration of point measurement with continuous soil resistivity mapping is a useful technique to identify within-plots areas of vineyard with similar status.
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spelling pubmed-35747252013-02-25 Using an Automatic Resistivity Profiler Soil Sensor On-The-Go in Precision Viticulture Rossi, Roberta Pollice, Alessio Diago, Maria-Paz Oliveira, Manuel Millan, Borja Bitella, Giovanni Amato, Mariana Tardaguila, Javier Sensors (Basel) Article Spatial information on vineyard soil properties can be useful in precision viticulture. In this paper a combination of high resolution soil spatial information of soil electrical resistivity (ER) and ancillary topographic attributes, such as elevation and slope, were integrated to assess the spatial variability patterns of vegetative growth and yield of a commercial vineyard (Vitis vinifera L. cv. Tempranillo) located in the wine-producing region of La Rioja, Spain. High resolution continuous geoelectrical mapping was accomplished by an Automatic Resistivity Profiler (ARP) on-the-go sensor with an on-board GPS system; rolling electrodes enabled ER to be measured for a depth of investigation approximately up to 0.5, 1 and 2 m. Regression analysis and cluster analysis algorithm were used to jointly process soil resistivity data, landscape attributes and grapevine variables. ER showed a structured variability that matched well with trunk circumference spatial pattern and yield. Based on resistivity and a simple terrain attribute uniform management units were delineated. Once a spatial relationship to target variables is found, the integration of point measurement with continuous soil resistivity mapping is a useful technique to identify within-plots areas of vineyard with similar status. MDPI 2013-01-16 /pmc/articles/PMC3574725/ /pubmed/23325171 http://dx.doi.org/10.3390/s130101121 Text en © 2013 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Rossi, Roberta
Pollice, Alessio
Diago, Maria-Paz
Oliveira, Manuel
Millan, Borja
Bitella, Giovanni
Amato, Mariana
Tardaguila, Javier
Using an Automatic Resistivity Profiler Soil Sensor On-The-Go in Precision Viticulture
title Using an Automatic Resistivity Profiler Soil Sensor On-The-Go in Precision Viticulture
title_full Using an Automatic Resistivity Profiler Soil Sensor On-The-Go in Precision Viticulture
title_fullStr Using an Automatic Resistivity Profiler Soil Sensor On-The-Go in Precision Viticulture
title_full_unstemmed Using an Automatic Resistivity Profiler Soil Sensor On-The-Go in Precision Viticulture
title_short Using an Automatic Resistivity Profiler Soil Sensor On-The-Go in Precision Viticulture
title_sort using an automatic resistivity profiler soil sensor on-the-go in precision viticulture
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3574725/
https://www.ncbi.nlm.nih.gov/pubmed/23325171
http://dx.doi.org/10.3390/s130101121
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