The Development of AgriVerse: Past, Present, and Future

被引：32

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

页码：3718 / 3727

页数：10

共 67 条

[31] Rhythms and alternating patterns in plants as emergent properties of a model of interaction between development and functioning [J].

Mathieu, Amelie ;

Cournede, Paul-Henry ;

Barthelemy, Daniel ;

De Reffye, Philippe .

ANNALS OF BOTANY, 2008, 101 (08) :1233-1242

[32] Recent advances in image processing techniques for automated leaf pest and disease recognition - A review [J].

Ngugi, Lawrence C. ;

Abelwahab, Moataz ;

Abo-Zahhad, Mohammed .

INFORMATION PROCESSING IN AGRICULTURE, 2021, 8 (01) :27-51

[33] New opportunities for the redesign of agricultural and food systems [J].

Pretty, Jules .

AGRICULTURE AND HUMAN VALUES, 2020, 37 (03) :629-630

[34] Intensification for redesigned and sustainable agricultural systems [J].

Pretty, Jules .

SCIENCE, 2018, 362 (6417) :908-+

[35] Development models of herbaceous plants for computer imagery purposes [J].

Prusinkiewicz, Przemyslaw ;

Lindenmayer, Aristid ;

Hanan, James .

Computer Graphics (ACM), 1988, 22 (04) :141-150

[36]

REEVES WT, 1983, ACM T GRAPHIC, V2, P91, DOI 10.1145/964967.801167

[37]

Reffye de P, 1979, THESIS U PARIS SUD O

[38] The Agricultural Model Intercomparison and Improvement Project (AgMIP): Protocols and pilot studies [J].

Rosenzweig, C. ;

Jones, J. W. ;

Hatfield, J. L. ;

Ruane, A. C. ;

Boote, K. J. ;

Thorburn, P. ;

Antle, J. M. ;

Nelson, G. C. ;

Porter, C. ;

Janssen, S. ;

Asseng, S. ;

Basso, B. ;

Ewert, F. ;

Wallach, D. ;

Baigorria, G. ;

Winter, J. M. .

AGRICULTURAL AND FOREST METEOROLOGY, 2013, 170 :166-182

[39] Parallel Sensing in Metaverses: Virtual-Real Interactive Smart Systems for "6S" Sensing [J].

Shen, Yu ;

Liu, Yuhang ;

Tian, Yonglin ;

Na, Xiaoxiang .

IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 9 (12) :2047-2054

[40] CardioVerse: The cardiovascular medicine in the era of Metaverse [J].

Skalidis, Ioannis ;

Muller, Olivier ;

Fournier, Stephane .

TRENDS IN CARDIOVASCULAR MEDICINE, 2023, 33 (08) :471-476

← 1 2 3 4 5 6 7 →