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The IoT as a tool to combine the scheduling of the irrigation with the geostatistics of the soils

机译:物联网作为一种工具,将灌溉计划与土壤地统计学结合在一起

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Persistent droughts, population growth, and consequences of the climate change put severeconstraints on agriculture in many Regions. This emergence can be ameliorated by: (i) either increasing the water supply, or (ii) reducing the water demand. One viable avenue is to enhance the irrigation’s efficiency by increasing on one hand the water supply (via the use of recycled waters), and on the other by decreasing the water consumption (via the use of drip irrigation, autonomous network of sensors and predictive models). To this aim, we propose anIoT-framework to assess and control the environmental risks associated with the use of recycled water(s). TheIoT-framework is organized along the following main streams:(i) design an autonomous network of sensors that collect data about soil moisture and concentration of dissolved contaminants; (ii) assimilate these data together with precipitation forecast into predictive models of soil moisture dynamics and contaminant migration; (iii) use these data-driven models to optimize the irrigation practices while minimizing their environmental impact. The fundamental pre-requisite common to (i)–(iii) is the proper processing of the soil data. The present paper will focus on such a topic by showing how it works within theIoT-framework.
机译:持续的干旱,人口增长以及气候变化的后果使许多地区的农业受到严重制约。可以通过以下方法改善这种情况:(i)增加供水量,或(ii)减少用水量。一种可行的途径是通过一方面增加供水量(通过使用循环水)来提高灌溉效率,另一方面通过减少耗水量(通过使用滴灌,传感器的自主网络和预测模型来提高灌溉效率) )。为此,我们提出了一个物联网框架,以评估和控制与使用再生水相关的环境风险。 IoT框架是按照以下主要流程组织的:(i)设计一个自主的传感器网络,以收集有关土壤水分和溶解污染物浓度的数据; (ii)将这些数据和降水预测同化为土壤水分动态和污染物迁移的预测模型; (iii)使用这些数据驱动的模型来优化灌溉实践,同时最大程度地减少对环境的影响。 (i)-(iii)共有的基本前提是对土壤数据的正确处理。本文将通过展示其在物联网框架中的工作原理来关注这一主题。

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