The design and implementation of a distributed agricultural service system for smallholder farmers in China

doi:10.1080/14735903.2023.2221108

CORC > 自动化研究所 > 中国科学院自动化研究所 > 多模态人工智能系统全国重点实验室

	The design and implementation of a distributed agricultural service system for smallholder farmers in China
	Hua, Jing 1,2; Wang, Haoyu 2,3; Kang, Mengzhen 2,5,6; Wang, Xiujuan 1,2,6,7; Guo, Shaoxin 2,3; Chang, Fangle 4; Wang, Fei-Yue 2,5
刊名	INTERNATIONAL JOURNAL OF AGRICULTURAL SUSTAINABILITY
	2023-12-31
卷号	21 期号:1 页码:20
关键词	Crop planning IoT management system parallel agriculture agricultural cyber-physical-social-system (CPSS) intelligent decision support social capital
ISSN号	1473-5903
DOI	10.1080/14735903.2023.2221108
通讯作者	Kang, Mengzhen(mengzhen.kang@ia.ac.cn) ; Wang, Xiujuan(xiujuan.wang@ia.ac.cn)
英文摘要	A large number of farms in developing countries are smallholder farms. In China, this trend is expected to persist for the foreseeable future. However, smallholder farmers in China face several challenges, including excessive fertilizer use for higher yields, low levels of education, aging and limited credit information. Moreover, they are struggling with a digital divide, which hampers their agricultural productivity and limits their economic and social integration. Agricultural services based on information and communication technology (ICT) can bridge the digital gap, but are hindered by complexity and cost. Aiming at serving the numerous smallholders and building a sustainable digital ecosystem, this paper presents a distributed agriculture service system that provides decision support to farmers by considering both social and physical information. The system is lightweight, low cost and intelligent, managing personnel, plots, crops and equipment using technologies such as wireless sensor networks, cloud computing and distributed systems architecture. Services include crop planning, production guidance, equipment control, etc. User terminals include computers, mobile applications and Applets. A case study on fruit production in a typical solar greenhouse illustrates the system's functionality. The distributed agricultural services system can well support smallholder farmers and promote sustainable agriculture.
资助项目	Major Samp;T project (Innovation 2030) of China[2021ZD0113701] ; Major Samp;T project (Innovation 2030) of China[2021ZD0113704] ; National Natural Science Foundation of China[62076239] ; QAII Joint Fund Project[16-7-1-4-JCH] ; CAS-NSTDA Joint Research Program[GJHZ2076]
WOS关键词	DRIVEN MODELING APPROACH ; SIMULATING PLANT-GROWTH ; PRECISION AGRICULTURE ; MANAGEMENT ; KNOWLEDGE ; REQUIREMENTS ; ARCHITECTURE ; IRRIGATION ; INTERNET ; PLATFORM
WOS研究方向	Agriculture ; Science & Technology - Other Topics
语种	英语
出版者	TAYLOR & FRANCIS LTD
WOS记录号	WOS:001016339800001
资助机构	Major Samp;T project (Innovation 2030) of China ; National Natural Science Foundation of China ; QAII Joint Fund Project ; CAS-NSTDA Joint Research Program
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/53576]
专题	多模态人工智能系统全国重点实验室
通讯作者	Kang, Mengzhen; Wang, Xiujuan
作者单位	1.Beijing Engn Res Ctr Intelligent Syst & Technol, Beijing, Peoples R China 2.Chinese Acad Sci CASIA, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing, Peoples R China 3.Qingdao AgriTech Co Ltd, Qingdao, Peoples R China 4.Zhejiang Univ, Ningbo Innovat Ctr, Ningbo, Peoples R China 5.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing, Peoples R China 6.Chinese Acad Sci CASIA, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing 100190, Peoples R China 7.Beijing Engn Res Ctr Intelligent Syst & Technol, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Hua, Jing,Wang, Haoyu,Kang, Mengzhen,et al. The design and implementation of a distributed agricultural service system for smallholder farmers in China[J]. INTERNATIONAL JOURNAL OF AGRICULTURAL SUSTAINABILITY,2023,21(1):20.
APA	Hua, Jing.,Wang, Haoyu.,Kang, Mengzhen.,Wang, Xiujuan.,Guo, Shaoxin.,...&Wang, Fei-Yue.(2023).The design and implementation of a distributed agricultural service system for smallholder farmers in China.INTERNATIONAL JOURNAL OF AGRICULTURAL SUSTAINABILITY,21(1),20.
MLA	Hua, Jing,et al."The design and implementation of a distributed agricultural service system for smallholder farmers in China".INTERNATIONAL JOURNAL OF AGRICULTURAL SUSTAINABILITY 21.1(2023):20.