Soil Water Balance Model CRITERIA-ID in SWAMP Project: Proof of Concept

G. Villani, P. Castaldi, A. Toscano, C. Stanghellini, T. S. Cinotti, R. Maia, F. Tomei, Markus Taumberger, P. Zanetti, S. Panizzi
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引用次数: 9

Abstract

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.
沼泽项目土壤水分平衡模型CRITERIA-ID:概念验证
这项工作的目的是展示通过对水平衡和作物发展模型CRITERIA-ID的新验证获得的第一批结果,该模型是在SWAMP项目框架下专门为其中一个试点的SWAMP(智能水管理平台)平台建立的,旨在为农业精准灌溉提供支持。该平台包括一个用于监控农业和灌溉系统的物联网解决方案,结合数据分析解决方案来评估植物的灌溉需求,并支持农场和地区一级的灌溉规划和水分配。在位于Emilia Centrale(意大利北部)土地复垦和灌溉联合体的意大利试点项目中,已经对CRITERIA-ID进行了两个测试案例的测试。将用criterion - id计算的作物灌溉需水量与农民实际灌溉进行了比较,并对作物的水分胁迫进行了比较。分析表明,对于这两个测试案例,这两个数据系列是可比较的,但突出了一些差异:在某些情况下,农民的灌溉不是根据作物的实际用水需求决定的,而是根据农场管理决策决定的。此外,如果两个系列的年灌溉总量具有可比性,则调度是不同的,其中观测到的灌溉数据使作物处于过高(或过低)的水分胁迫水平。因此,目前的工作表明,应用CRITERIA-ID模拟模型是支持灌溉管理的有效工具,因为它可以通过合理的灌溉调度来优化资源利用,避免作物产量损失。这些结果的可靠性为未来进一步开发模型设定了条件,首先是将其集成到SWAMP平台中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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