Smallholder Agriculture in the Information Age: Limits and Opportunities

M. Zheleva, Petko Bogdanov, Daphney-Stavroula Zois, Wei Xiong, Ranveer Chandra, Mark Kimball
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引用次数: 16

Abstract

Recent projections by the United Nations show that the food production needs to double by 2050 in order to meet the nutrition demand of the world's growing population. A key enabler of this growth are smallholder family farms, that form the backbone of agricultural (AG) production worldwide. To meet this increasing demand, smallholder farms need to implement critical advances in task management and coordination, crop and livestock monitoring and efficient farming practices. Information and Communication Technology (ICT) will play a critical role in these advances by providing integrated and affordable cyber-physical systems (CPS) that can longitudinally measure, analyze and control AG operations. In this paper we make headway towards the design and integration of such AG-CPS. We begin by characterizing the information and communication technology demand of smallholder agriculture based on traffic analysis of farm Internet use. Our findings inform the design and integration of an end-to-end AG-CPS called FarmNET that provides (i) robust control mechanisms for multi-sensor AG data collection and fusion, (ii) wide-area, heterogeneous wireless networks for ubiquitous farm connectivity, (iii) algorithms and models for farm data analytics that produce actionable information from the collected agricultural data, and (iv) control mechanisms for autonomous, proactive farming.
信息时代的小农农业:限制与机遇
联合国最近的预测显示,到2050年,粮食产量需要翻一番,才能满足世界上不断增长的人口对营养的需求。这一增长的一个关键推动因素是小农家庭农场,它们构成了全球农业生产的支柱。为了满足这一日益增长的需求,小农农场需要在任务管理和协调、作物和牲畜监测以及高效耕作方法方面取得重大进展。信息和通信技术(ICT)将通过提供能够纵向测量、分析和控制农业运营的综合和负担得起的网络物理系统(CPS),在这些进步中发挥关键作用。本文对这种AG-CPS的设计和集成进行了研究。本文首先通过对农场互联网使用流量的分析,对小农的信息通信技术需求进行表征。我们的研究结果为名为FarmNET的端到端农业- cps的设计和集成提供了信息,该系统提供了(i)多传感器农业数据收集和融合的强大控制机制,(ii)用于无处不在的农场连接的广域异构无线网络,(iii)用于农场数据分析的算法和模型,从收集的农业数据中产生可操作的信息,以及(iv)自主、主动农业的控制机制。
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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