Reliability Evaluation of the Data Acquisition Potential of a Low-Cost Climatic Network for Applications in Agriculture
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Show full item recordcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/43662
comunitat-uji-handle3:10234/43643
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INVESTIGACIONMetadata
Title
Reliability Evaluation of the Data Acquisition Potential of a Low-Cost Climatic Network for Applications in AgricultureDate
2020Publisher
MDPIISSN
1424-8220Bibliographic citation
TRILLES, Sergio, et al. Reliability Evaluation of the Data Acquisition Potential of a Low-Cost Climatic Network for Applications in Agriculture. Sensors, 2020, vol. 20, núm. 22, p. 6597Type
info:eu-repo/semantics/articlePublisher version
https://www.mdpi.com/1424-8220/20/22/6597/htmVersion
info:eu-repo/semantics/publishedVersionSubject
Abstract
Temperature, humidity and precipitation have a strong influence on the generation of diseases in different crops, especially in vine. In recent years, advances in different disciplines have enabled the deployment of ... [+]
Temperature, humidity and precipitation have a strong influence on the generation of diseases in different crops, especially in vine. In recent years, advances in different disciplines have enabled the deployment of sensor nodes on agricultural plots. These sensors are characterised by a low cost and so the reliability of the data obtained from them can be compromised, as they are built from low-confidence components. In this research, two studies were carried out to determine the reliability of the data obtained by different SEnviro nodes installed in vineyards. Two networks of meteorological stations were used to carry out these studies, one official and the other professional. The first study was based on calculating the homogenisation of the data, which was performed using the Climatol tool. The second study proposed a similarity analysis using cross-correlation. The results showed that the low-cost node can be used to monitor climatic conditions in an agricultural area in the central zone of the province of Castelló (Spain) and to obtain reliable observations for use in previously published fungal disease models. [-]
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TRILLES, Sergio, et al. Reliability Evaluation of the Data Acquisition Potential of a Low-Cost Climatic Network for Applications in Agriculture. Sensors, 2020, vol. 20, núm. 22, p. 6597Investigation project
This work has been funded by the Generalitat Valenciana through the Subvenciones para la Realización de Proyectos de I+D+i Desarrollados por Grupos de Investigación Emergentes programme (GV/2020/035). Sergio Trilles has been funded by the postdoctoral Juan de la Cierva fellowship programme of the Spanish Ministry for Science and Innovation (IJC2018-035017-I). Carlos Díaz-Avalos was funded by grant PAPIIT-UNAM IG100221.Rights
info:eu-repo/semantics/openAccess
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