中国畜禽种业2025，Vol.21Issue(9)：56-65,10.
肉牛育种多模态表型采集与决策支持系统设计
Design of a Multimodal Phenotype Collection and Decision Support System for Beef Cattle Breeding
摘要
Abstract
To address the inefficiencies of manual measurement and the limitations of single-source data in traditional beef cattle breeding,developed an intelligent multi-modal phenotypic acquisition and breeding decision support system.The system incorpo-rates multimodal phenotypic collection devices capable of non-contact continuous acquisition of weight and body size parameters(single-animal measurement time ≤30 seconds,static weighing error±1 kg).By applying multi-source data cleaning,validation,and a dynamic heritability evaluation model,the system generates optimized breeding plans and disease risk warnings,providing decision support for breeders,market stakeholders,and regulatory agencies.This study demonstrates the potential of intelligent equipment and data models in improving beef cattle breeding efficiency and decision-making,offers a technical framework for large-scale smart breeding systems.关键词
肉牛育种/多模态表型/非接触式测量/决策支持系统Key words
Beef cattle breeding/Multi-modal phenotyping/Non-contact measurement/Decision support system分类
农业科技引用本文复制引用
冯豆,贺倩倩,闫磊,姚嘉伦,张亮,王玉康,闫红,蒋宸光,张震..肉牛育种多模态表型采集与决策支持系统设计[J].中国畜禽种业,2025,21(9):56-65,10.基金项目
河南省地方肉牛品种基因分型液相芯片开发及应用(242102110001) （242102110001）
奶牛特色优质新品系选育与种质提升关键技术研究(221111111100) （221111111100）
河南省现代农业产业技术体系建设专项资金资助(HARS-22-14-S). （HARS-22-14-S）
