食品安全全链路智能协同与溯源数据集

数据来源于公司与马鞍山部分食品供应商合作和整理的关于马鞍山市食品安全全链路智能协同与溯源的数据集合，覆盖马鞍山市范围内的行政区域，涵盖各种有机和绿色认证农产品，形成从环境监测、种植管理、采收加工、冷链物流到市场销售的全链路数据记录。原始数据通过物联网传感器(土壤温湿度、pH值监测仪)、人工记录表单、ERP系统、冷链物流监控设备、POS终端和消费者调研问卷等多种渠道采集，经过统一的数据整合、清洗和标准化处理，形成结构化数据集。This dataset was collaboratively developed and curated by the company and a number of local food suppliers in Ma'anshan, focusing on intelligent collaboration and traceability across the entire food safety chain in Ma'anshan City. It encompasses all administrative districts under the jurisdiction of Ma'anshan City, and includes a wide range of organically and green-certified agricultural products, creating full-link data records covering environmental monitoring, planting management, harvesting and processing, cold chain logistics, and market sales. Raw data was collected via diverse channels including IoT sensors (soil temperature and humidity meters, pH monitors), manual record forms, ERP systems, cold chain logistics monitoring devices, POS terminals, and consumer survey questionnaires. Following unified data integration, cleaning, and standardization procedures, the raw data is transformed into a structured dataset.

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于食品安全领域的全链路溯源数据集，包含67条记录，每年更新一次，覆盖了从种植环境、生产加工、冷链物流到销售终端的完整信息链。数据集通过结构化字段（如土壤pH值、温度、品质等级、市场价格等）提供了多维度数据，支持监管部门构建精准监控体系，并帮助农户、企业和消费者优化决策与验证产品真实性。