Soil Water Balance Model CRITERIA-ID in SWAMP Project: Proof of Concept
| Autor: | Tullio Salmon Cinotti, Giulia Villani, Stefano Panizzi, Fausto Tomei, Paola Zanetti, Camilla Stanghellini, Rodrigo Filev Maia, Attilio Toscano, Paolo Castaldi, Markus Taumberger |
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| Přispěvatelé: | Cinotti, Tullio Salmon, Balandin, Sergey, Tyutina, Tatiana, Viola, Fabio, S. Balandin, T. Salmon Cinotti, F. Viola and T. Tyutina, Villani, Giulia, Castaldi, Paolo, Toscano, Attilio, Stanghellini, Camilla, Maia, Rodrigo Filev, Tomei, Fausto, Taumberger, Marku, Zanetti, Paola, Panizzi, Stefano |
| Jazyk: | angličtina |
| Předmět: |
0106 biological sciences
Irrigation Resource (biology) Agricultural engineering 01 natural sciences Swamp Water balance Irrigation management 2. Zero hunger geography geography.geographical_feature_category ta213 business.industry Crop yield Irrigation scheduling 04 agricultural and veterinary sciences 15. Life on land 6. Clean water Agriculture 040103 agronomy & agriculture 0401 agriculture forestry and fisheries Environmental science NonLinear Model Crop and Soil Simulator CRITERIA-1D Water Irrigation Optimization LAI estimate business SDG 6 - Clean Water and Sanitation 010606 plant biology & botany |
| Zdroj: | 2018 23rd Conference of Open Innovations Association (FRUCT) Villani, G, Castaldi, P, Toscano, A, Stanghellini, C, Cinotti, T S, Maia, R F, tomei, F, Taumberger, M, Zanetti, P & Panizzi, S 2018, Soil Water Balance Model CRITERIA-ID in SWAMP Project : Proof of Concept . in T S Cinotti, S Balandin, T Tyutina & F Viola (eds), 23rd Conference of Open Innovations Association (FRUCT) ., 8588079, IEEE Institute of Electrical and Electronic Engineers, pp. 398-404, 23rd Conference on Open Innovations Association (FRUCT), Bologna, Italy, 13/11/18 . https://doi.org/10.23919/FRUCT.2018.8588079 FRUCT |
| DOI: | 10.23919/fruct.2018.8588079 |
| Popis: | The aim of this work is to present the first results obtained by means of the new validation of the water balance and crop development model CRITERIA-ID, specifically set up for the SWAMP (Smart Water Management Platform) platform on one of the pilots, in the framework of the SWAMP project, aimed at providing support for precision irrigation in agriculture. The platform consists of an IoT solution for monitoring the farming and irrigation systems combined with data analytic solution to assess the irrigation need of plants, and support for irrigation planning and water distribution both at farm and district level. CRITERIA-ID has been tested on two test cases for the Italian pilot, located in the land reclamation and irrigation consortium of Emilia Centrale (North Italy). The comparison of crop irrigation water needs computed by CRITERIA-ID with actual irrigation performed by farmers has been carried out, together with a comparison of crop water stress. The analysis has shown that for both the test cases the two data series are comparable, but some differences have been highlighted: in some cases the farmer irrigation is not decided on the basis of the actual water needs of the crops but on farm management decisions. In addition, if the total annual volumes of irrigation of the two series are comparable, the scheduling is different, where the observed irrigation data bring the crop to too high (or too low) level of water stress. Thus, the present work has shown that the application of CRITERIA-ID simulation model is a valid tool to support irrigation management because it allows an optimal use of the resource avoiding crop yield losses with a rational irrigation scheduling. The reliability of these outcomes sets the conditions for further exploitation of the model in the future, firstly for its integration into the SWAMP platform. |
| Databáze: | OpenAIRE |
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