An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes
The exploitation of modern technologies in heterogeneous farming scenarios with different crops cultivation is nowadays an effective solution to implement the concept of Smart Agriculture (SA). Following this approach, in this study the tomato plants’ response to different irrigation regimes is inve...
| Autores principales: | , , , , , , , , , , , |
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| Formato: | Journal Article |
| Lenguaje: | Inglés |
| Publicado: |
Elsevier
2025
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| Acceso en línea: | https://hdl.handle.net/10568/173918 |
| _version_ | 1855522977169276928 |
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| author | Galaverni, M. Oddi, G. Preite, L. Belli, L. Davoli, L. Marchioni, I. Rodolfi, M. Solari; F. Beghe, D. Ganino, T. Vignali, G. Ferrari, G. |
| author_browse | Beghe, D. Belli, L. Davoli, L. Ferrari, G. Galaverni, M. Ganino, T. Marchioni, I. Oddi, G. Preite, L. Rodolfi, M. Solari; F. Vignali, G. |
| author_facet | Galaverni, M. Oddi, G. Preite, L. Belli, L. Davoli, L. Marchioni, I. Rodolfi, M. Solari; F. Beghe, D. Ganino, T. Vignali, G. Ferrari, G. |
| author_sort | Galaverni, M. |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | The exploitation of modern technologies in heterogeneous farming scenarios with different crops cultivation is nowadays an effective solution to implement the concept of Smart Agriculture (SA). Following this approach, in this study the tomato plants’ response to different irrigation regimes is investigated through the implementation of an Internet of Things (IoT)-oriented SA data collection and monitoring system. In particular, the experimentation is conducted on tomatoes grown at three different irrigation regimes: namely, at 100%, 60%, and 30% of the Italian irrigation recommendation service, denoted as Irriframe. The proposed platform, denoted as Agriware, is able to: (i) evaluate information from heterogeneous data sources, (ii) calculate agronomic indicators (e.g., Growing Degree Days, GDD), and (iii) monitor on-field parameters (e.g., water consumption). Different plant-related parameters have been collected to assess the response to water stress (e.g., Soil Plant Analysis Development (SPAD), chlorophyll content, fluorescence, and others), along with leaf color and final production evaluations. The obtained results show that the best irrigation regime, in terms of plant health and productivity, corresponds to 60% of Irriframe, allowing significant water savings for the cultivation. |
| format | Journal Article |
| id | CGSpace173918 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Elsevier |
| publisherStr | Elsevier |
| record_format | dspace |
| spelling | CGSpace1739182025-10-26T13:01:33Z An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes Galaverni, M. Oddi, G. Preite, L. Belli, L. Davoli, L. Marchioni, I. Rodolfi, M. Solari; F. Beghe, D. Ganino, T. Vignali, G. Ferrari, G. The exploitation of modern technologies in heterogeneous farming scenarios with different crops cultivation is nowadays an effective solution to implement the concept of Smart Agriculture (SA). Following this approach, in this study the tomato plants’ response to different irrigation regimes is investigated through the implementation of an Internet of Things (IoT)-oriented SA data collection and monitoring system. In particular, the experimentation is conducted on tomatoes grown at three different irrigation regimes: namely, at 100%, 60%, and 30% of the Italian irrigation recommendation service, denoted as Irriframe. The proposed platform, denoted as Agriware, is able to: (i) evaluate information from heterogeneous data sources, (ii) calculate agronomic indicators (e.g., Growing Degree Days, GDD), and (iii) monitor on-field parameters (e.g., water consumption). Different plant-related parameters have been collected to assess the response to water stress (e.g., Soil Plant Analysis Development (SPAD), chlorophyll content, fluorescence, and others), along with leaf color and final production evaluations. The obtained results show that the best irrigation regime, in terms of plant health and productivity, corresponds to 60% of Irriframe, allowing significant water savings for the cultivation. 2025-02 2025-03-28T10:26:21Z 2025-03-28T10:26:21Z Journal Article https://hdl.handle.net/10568/173918 en Open Access Elsevier Galaverni, M.; Oddi, G.; Preite, L.; Belli, L.; Davoli, L.; Marchioni, I.; Rodolfi, M.; Solari; F.; Beghe, D.; Ganino, T.; Vignali, G.; Ferrari, G. 2025. An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes. Computers and Electronics in Agriculture, 229:109660. [doi:https://doi.org/10.1016/j.compag.2024.109660] |
| spellingShingle | Galaverni, M. Oddi, G. Preite, L. Belli, L. Davoli, L. Marchioni, I. Rodolfi, M. Solari; F. Beghe, D. Ganino, T. Vignali, G. Ferrari, G. An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes |
| title | An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes |
| title_full | An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes |
| title_fullStr | An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes |
| title_full_unstemmed | An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes |
| title_short | An Iot-based data analysis system: a case study on tomato cultivation under different irrigation regimes |
| title_sort | iot based data analysis system a case study on tomato cultivation under different irrigation regimes |
| url | https://hdl.handle.net/10568/173918 |
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