肉牛生理数据与疫病防控预警匹配数据集

本产品是基于牧场终端IoT设备（如5G NB-IoT牛瘤胃胶囊传感器及穿戴式设备）实时采集并清洗后的肉牛生理数据与疫病防控预警算法相结合的数据技术产品。数据内容包括牧场与棚舍信息、牛只耳标号、设备编号、预警时间与类型、确认状态，以及连续采集的胃动量、体温、胃内pH值、饮水量和牛只姿态三轴数据等。产品通过时间序列分析与病理模型，自动识别异常生理指标并输出疫病预警，支持疫病早期发现、流行趋势预测、个性化治疗方案推荐、免疫计划优化、防疫资源调配及政策制定等应用场景。其核心价值在于帮助牧场实现精准健康管理，降低疫病传播风险与养殖成本，同时为动物保险、活体资产金融等提供动态、可靠的数据化风控依据。

This product is a data technology product that combines real-time collected and preprocessed beef cattle physiological data (acquired through ranch-side IoT devices such as 5G NB-IoT bovine rumen capsule sensors and wearable devices) with epidemic prevention and control early warning algorithms. The collected data includes ranch and barn information, cattle ear tag numbers, device serial numbers, early warning time and type, confirmation status, as well as continuously collected indicators such as gastric motility, body temperature, intragastric pH value, water intake, and three-axis posture data of cattle. Through time series analysis and pathological models, the product can automatically identify abnormal physiological indicators and output epidemic early warnings, supporting multiple application scenarios including early epidemic detection, epidemic trend prediction, personalized treatment plan recommendation, immunization plan optimization, epidemic prevention resource allocation, and policy formulation. Its core value is to help ranches achieve precise health management, reduce the risk of epidemic transmission and breeding costs, and provide dynamic and reliable data-based risk control basis for scenarios such as animal insurance and living asset finance.

搜集汇总

背景与挑战

背景概述

该数据集整合了通过IoT设备实时采集的肉牛生理数据（如胃动量、体温、pH值等）与疫病防控预警算法，旨在实现疾病早期发现与趋势预测。其核心价值在于支持牧场精准健康管理、降低养殖风险，并为动物保险等金融应用提供数据化风控依据。