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| The Development of AgriVerse: Past, Present, and Future | |
Kang, Mengzhen1 ; Wang, Xiujuan1,2; Wang, Haoyu1; Hua, Jing1; de Reffye, Philippe3; Wang, Fei-Yue1,4,5
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| Source Publication | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
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| ISSN | 2168-2216 |
| 2023-01-04 | |
| Pages | 10 |
| Corresponding Author | Wang, Fei-Yue(feiyue.wang@ia.ac.cn) |
| Abstract | 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. |
| Keyword | 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 |
| DOI | 10.1109/TSMC.2022.3230830 |
| WOS Keyword | PARALLEL INTELLIGENCE ; OPTIMIZATION PROBLEMS ; MATHEMATICAL-MODELS ; SYSTEMS ; METAVERSES ; ARCHITECTURE ; AGRICULTURE ; ALGORITHMS ; SIMULATION ; BLOCKCHAIN |
| Indexed By | SCI |
| Language | 英语 |
| WOS Research Area | Automation & Control Systems ; Computer Science |
| WOS Subject | Automation & Control Systems ; Computer Science, Cybernetics |
| WOS ID | WOS:000910583400001 |
| Publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.ia.ac.cn/handle/173211/51133 |
| Collection | 多模态人工智能系统全国重点实验室 |
| Corresponding Author | Wang, Fei-Yue |
| Affiliation | 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 |
| First Author Affilication | Institute of Automation, Chinese Academy of Sciences |
| Corresponding Author Affilication | Institute of Automation, Chinese Academy of Sciences |
| Recommended Citation GB/T 7714 | Kang, Mengzhen,Wang, Xiujuan,Wang, Haoyu,et al. The Development of AgriVerse: Past, Present, and Future[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2023:10. |
| APA | Kang, Mengzhen,Wang, Xiujuan,Wang, Haoyu,Hua, Jing,de Reffye, Philippe,&Wang, Fei-Yue.(2023).The Development of AgriVerse: Past, Present, and Future.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,10. |
| MLA | Kang, Mengzhen,et al."The Development of AgriVerse: Past, Present, and Future".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2023):10. |
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| File Name/Size | DocType | Version | Access | License | ||
| 2022 Kang The_Develo（4290KB） | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | View Download | |
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