Journal of Agricultural Big Data ›› 2026, Vol. 8 ›› Issue (2): 199-211.doi: 10.19788/j.issn.2096-6369.000126

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Green, Healthy, and Smart Beef Cattle Farming: Framework, Technologies, and Future Outlook

ZHANG SongXue1,2,3, KONG FanTao2,4,*(), WANG Yue5, CAO ShanShan2,3, ZHANG ZhiYong2,3,4,6, SUN Wei2,3,*()   

  1. 1 Institute of Special Animal and Plant Sciences of CAAS, Changchun 130112, Jilin, China
    2 National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, Sanya 572024, China
    3 Agricultural Information Institute of CAAS, Beijing 100081, China
    4 Agricultural Economy and Social Development Institute, CAAS, Beijing 100081, China
    5 Big Data Development Center, Ministry of Agriculture and Rural Affairs of the People' s Republic of China, Beijing 100125, China
    6 College of Computer and Information Engineering, Xinjiang Agricultural University, Urumqi 830052, Xinjiang, China
  • Received:2025-08-02 Accepted:2025-10-10 Online:2026-06-26 Published:2026-06-26
  • Contact: KONG FanTao, SUN Wei

Abstract:

With the deep integration of new-generation information technologies such as artificial intelligence into animal husbandry, beef cattle farming is undergoing a transformation toward green, healthy, and smart practices. From the perspective of integrating operational and informational flows, this paper constructs a comprehensive framework for smart beef cattle farming along the process of “dynamic sensing - precise control - intelligent decision-making - feedback application.” The framework comprises four core modules: dynamic sensing and monitoring, intelligent control and operations, smart analysis and decision-making, and innovative integration and demonstration. It aims to establish a farming system driven by data, supported by integrated technologies, enabled by intelligent equipment, and guided by industry applications. Four key technologies essential for implementation are analyzed: intelligent sensing and health monitoring, precision feeding and biosecurity control technology, and smart decision systems. Their concepts, recent advancements, and application values are summarized. Finally, future development directions are explored in terms of theoretical enhancement, technological iteration, scenario adaptability, and industrial ecosystem coordination, providing theoretical and practical references for the high-quality and modern transformation of animal husbandry.

Key words: beef cattle farming, smart animal husbandry, intelligent decision-making, industrial upgrading