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Automatic Crop Canopy Temperature Measurement Using a Low-Cost Image-Based Thermal Sensor: Application in a Pomegranate Orchard under a Permanent Shade Net House
Water scarcity in arid and semi-arid areas has led to the development of regulated deficit irrigation (RDI) strategies on most species of fruit trees in order to improve water productivity. For a successful implementation, these strategies require continuous feedback of the soil and crop water statu...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10059081/ https://www.ncbi.nlm.nih.gov/pubmed/36991626 http://dx.doi.org/10.3390/s23062915 |
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author | Giménez-Gallego, Jaime González-Teruel, Juan D. Blaya-Ros, Pedro J. Toledo-Moreo, Ana B. Domingo-Miguel, Rafael Torres-Sánchez, Roque |
author_facet | Giménez-Gallego, Jaime González-Teruel, Juan D. Blaya-Ros, Pedro J. Toledo-Moreo, Ana B. Domingo-Miguel, Rafael Torres-Sánchez, Roque |
author_sort | Giménez-Gallego, Jaime |
collection | PubMed |
description | Water scarcity in arid and semi-arid areas has led to the development of regulated deficit irrigation (RDI) strategies on most species of fruit trees in order to improve water productivity. For a successful implementation, these strategies require continuous feedback of the soil and crop water status. This feedback is provided by physical indicators from the soil–plant–atmosphere continuum, as is the case of the crop canopy temperature, which can be used for the indirect estimation of crop water stress. Infrared Radiometers (IRs) are considered as the reference tool for temperature-based water status monitoring in crops. Alternatively, in this paper, we assess the performance of a low-cost thermal sensor based on thermographic imaging technology for the same purpose. The thermal sensor was tested in field conditions by performing continuous measurements on pomegranate trees (Punica granatum L. ‘Wonderful’) and was compared with a commercial IR. A strong correlation (R(2) = 0.976) between the two sensors was obtained, demonstrating the suitability of the experimental thermal sensor to monitor the crop canopy temperature for irrigation management. |
format | Online Article Text |
id | pubmed-10059081 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100590812023-03-30 Automatic Crop Canopy Temperature Measurement Using a Low-Cost Image-Based Thermal Sensor: Application in a Pomegranate Orchard under a Permanent Shade Net House Giménez-Gallego, Jaime González-Teruel, Juan D. Blaya-Ros, Pedro J. Toledo-Moreo, Ana B. Domingo-Miguel, Rafael Torres-Sánchez, Roque Sensors (Basel) Article Water scarcity in arid and semi-arid areas has led to the development of regulated deficit irrigation (RDI) strategies on most species of fruit trees in order to improve water productivity. For a successful implementation, these strategies require continuous feedback of the soil and crop water status. This feedback is provided by physical indicators from the soil–plant–atmosphere continuum, as is the case of the crop canopy temperature, which can be used for the indirect estimation of crop water stress. Infrared Radiometers (IRs) are considered as the reference tool for temperature-based water status monitoring in crops. Alternatively, in this paper, we assess the performance of a low-cost thermal sensor based on thermographic imaging technology for the same purpose. The thermal sensor was tested in field conditions by performing continuous measurements on pomegranate trees (Punica granatum L. ‘Wonderful’) and was compared with a commercial IR. A strong correlation (R(2) = 0.976) between the two sensors was obtained, demonstrating the suitability of the experimental thermal sensor to monitor the crop canopy temperature for irrigation management. MDPI 2023-03-08 /pmc/articles/PMC10059081/ /pubmed/36991626 http://dx.doi.org/10.3390/s23062915 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Giménez-Gallego, Jaime González-Teruel, Juan D. Blaya-Ros, Pedro J. Toledo-Moreo, Ana B. Domingo-Miguel, Rafael Torres-Sánchez, Roque Automatic Crop Canopy Temperature Measurement Using a Low-Cost Image-Based Thermal Sensor: Application in a Pomegranate Orchard under a Permanent Shade Net House |
title | Automatic Crop Canopy Temperature Measurement Using a Low-Cost Image-Based Thermal Sensor: Application in a Pomegranate Orchard under a Permanent Shade Net House |
title_full | Automatic Crop Canopy Temperature Measurement Using a Low-Cost Image-Based Thermal Sensor: Application in a Pomegranate Orchard under a Permanent Shade Net House |
title_fullStr | Automatic Crop Canopy Temperature Measurement Using a Low-Cost Image-Based Thermal Sensor: Application in a Pomegranate Orchard under a Permanent Shade Net House |
title_full_unstemmed | Automatic Crop Canopy Temperature Measurement Using a Low-Cost Image-Based Thermal Sensor: Application in a Pomegranate Orchard under a Permanent Shade Net House |
title_short | Automatic Crop Canopy Temperature Measurement Using a Low-Cost Image-Based Thermal Sensor: Application in a Pomegranate Orchard under a Permanent Shade Net House |
title_sort | automatic crop canopy temperature measurement using a low-cost image-based thermal sensor: application in a pomegranate orchard under a permanent shade net house |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10059081/ https://www.ncbi.nlm.nih.gov/pubmed/36991626 http://dx.doi.org/10.3390/s23062915 |
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