肉牛生理数据要素数据产品

本产品是通过植入式5G NB-IoT牛瘤胃胶囊传感器，实时采集肉牛瘤胃核心生理数据，并融合牛只身份、位置、行为等多维信息的高价值数据要素。该数据要素产品集成了健康模型、饲喂模型和风控模型。基于原始数据和先进算法，可推算牛只姿态、健康状况初步诊断、饲喂优化建议及出栏预测。其核心价值在于为智慧牧场提供精准养殖决策，降低养殖风险与成本；同时为动物保险和活体资产金融信贷提供动态、可信的数据化风控依据。This product is a high-value data element that collects real-time core physiological data of the rumen of beef cattle via implantable 5G NB-IoT cattle rumen capsule sensors, and integrates multi-dimensional information including cattle identity, location and behavior. This data product is equipped with health monitoring models, feeding management models and risk control models. Leveraging raw data and advanced algorithms, it can infer cattle postures, conduct preliminary health condition diagnosis, provide feeding optimization recommendations and generate slaughter prediction results. Its core value lies in providing precise breeding decision support for smart pastures to reduce breeding risks and costs, while offering dynamic and credible data-driven risk control bases for animal insurance and financial credit services targeting live livestock assets.

搜集汇总

背景与挑战

背景概述

该数据集通过植入式5G NB-IoT传感器实时采集肉牛瘤胃生理数据，并融合身份、位置和行为等多维信息，形成高价值数据要素。它集成了健康、饲喂和风控模型，可提供牛只姿态推算、健康状况诊断、饲喂优化建议及出栏预测，核心价值在于支持智慧牧场的精准养殖决策，降低养殖风险与成本，同时为动物保险和活体资产金融信贷提供动态、可信的数据化风控依据。