The Development of AgriVerse: Past, Present, and Future

被引：31
作者：
Kang, Mengzhen [1 ]
Wang, Xiujuan [1 ,2 ]
Wang, Haoyu [1 ]
Hua, Jing [1 ]
de Reffye, Philippe [3 ]
Wang, Fei-Yue [1 ,4 ,5 ]
机构：
[1] Chinese Acad Sci, Inst Automation, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
[2] Chinese Acad Sci, Beijing Engn Res Ctr Intelligent Syst & Technol, Beijing 100190, Peoples R China
[3] Univ Montpellier, AMAP, CIRAD, CNRS,INRAE,IRD, F-34398 Montpellier, France
[4] Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
[5] Macau Univ Sci & Technol, Macao Inst Syst Engn, Macau, Peoples R China
来源：
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2023年 / 53卷 / 06期
关键词：
Computational modeling; Biological systems; Biomass; Biological system modeling; Production; Plants (biology); Metaverse; Agricultural metaverse (AgriVerse); agriculture cyber-physical-social system (CPSS); artificial systems; computational experiments; and parallel execution (ACP); decentralized science (DeSci); knowledge-and-data driven modeling; parallel agriculture; plant model; PARALLEL INTELLIGENCE; OPTIMIZATION PROBLEMS; MATHEMATICAL-MODELS; SYSTEMS; METAVERSES; ARCHITECTURE; AGRICULTURE; ALGORITHMS; SIMULATION; BLOCKCHAIN;
D O I：
10.1109/TSMC.2022.3230830
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Agricultural metaverse (AgriVerse) aims to optimize the production chain by saving costs, increasing efficiencies, and breaking information silos, in order to achieve sustainable agriculture. While AgriVerse is featured by the virtual-real interaction of the agriculture-related processes based on heterogeneous data, knowledge, and models, the link between AgriVerse and the intensively studied plant modeling is vague. This article presents briefly the research contents of plant modeling, analyzes the ongoing transition at the age of artificial intelligence (AI), and envisions future AgriVerse with the support of the agricultural foundation model, the decentralized agricultural organization (DAO) and the decentralized science (DeSci) of the plant model. Three AgriVerse application scenarios are presented. The opportunities and challenges of AgriVerse are discussed. This work is expected to identify the key research issues of AgriVerse and bring practitioners of diverse backgrounds together into the AgriVerse community.
引用
收藏
页码：3718 / 3727
页数：10
相关论文
共 67 条
[1]   Using L-systems for modeling source-sink interactions, architecture and physiology of growing trees: the L-PEACH model [J].
Allen, MT ;
Prusinkiewicz, P ;
DeJong, TM .
NEW PHYTOLOGIST, 2005, 166 (03) :869-880
[2]   Bundling innovations to transform agri-food systems [J].
Barrett, Christopher B. ;
Benton, Tim G. ;
Cooper, Karen A. ;
Fanzo, Jessica ;
Gandhi, Rikin ;
Herrero, Mario ;
James, Steven ;
Kahn, Mark ;
Mason-D'Croz, Daniel ;
Mathys, Alexander ;
Nelson, Rebecca J. ;
Shen, Jianbo ;
Thornton, Philip ;
Bageant, Elizabeth ;
Fan, Shenggen ;
Mude, Andrew G. ;
Sibanda, Lindiwe M. ;
Wood, Stephen .
NATURE SUSTAINABILITY, 2020, 3 (12) :974-976
[3]   Plant architecture:: A dynamic, multilevel and comprehensive approach to plant form, structure and ontogeny [J].
Barthelemy, Daniel ;
Caraglio, Yves .
ANNALS OF BOTANY, 2007, 99 (03) :375-407
[4]  
Chen F., SMART AGR
[5]   Evaluation of a turbid medium model to simulate light interception by walnut trees (hybrid NG38 x RA and Juglans regia) and sorghum canopies (Sorghum bicolor) at three spatial scales [J].
Combes, Didier ;
Chelle, Michael ;
Sinoquet, Herve ;
Varlet-Grancher, Claude .
FUNCTIONAL PLANT BIOLOGY, 2008, 35 (9-10) :823-836
[6]  
de Reffye P., 1988, Computer Graphics, V22, P151, DOI 10.1145/378456.378505
[7]   Two decades of research with the GreenLab model in agronomy [J].
de Reffye, Philippe ;
Hu, Baogang ;
Kang, Mengzhen ;
Letort, Veronique ;
Jaeger, Marc .
ANNALS OF BOTANY, 2021, 127 (03) :281-295
[8]   Simulation of the topological development of young eucalyptus using a stochastic model and sampling measurement strategy [J].
Diao, Jun ;
De Reffye, Philippe ;
Lei, Xiangdong ;
Guo, Hong ;
Letort, Veronique .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2012, 80 :105-114
[9]   Elastic Smart Contracts in Blockchains [J].
Dustdar, Schahram ;
Fernandez, Pablo ;
Garcia, Jose Maria ;
Ruiz-Cortes, Antonio .
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 8 (12) :1901-1912
[10]   Parallel crop planning based on price forecast [J].
Fan, Menghan ;
Kang, Mengzhen ;
Wang, Xiujuan ;
Hua, Jing ;
He, Chaoxing ;
Wang, Fei-Yue .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 37 (08) :4772-4793
1234567