Year: 2025
Type: article
Abstract: In recent years, artificial intelligence has been widely used in the field of agriculture, and information content such as data collection has also gradually emerged. This paper outlines the basic concepts of large models and explores the application of AI in agriculture. The adaptability in industry planning is analyzed and the application status is evaluated according to three categories of language model, visual model and multimodal large model. The subsequent development direction is discussed, emphasizing the need for AI-generated intelligent models to enhance agricultural decision-making to improve the management effect and realize the sustainability of agricultural production.
DOI: 10.71222/gkaz3320
Authors: Mengqiu Shao, Hongkun Liu, Guoqing Cai, Wei Xu
Institution: Trine University
Language: English
Topic: Smart Agriculture and AI
Subfield: Plant Science
Domain: Life Sciences
SDG: Zero hunger
Open Access status: hybrid
OpenAlex ID: W4409394154