糯稻农田水质环境监测分析数据

在糯稻农田部署水质监测设备，并通过物联网将数据上传到服务器，为糯稻种植管理提供科学的水质数据。
通过智能分析糯稻农田水质环境预警和水质环境变化趋势，实现糯稻农田水质环境监测预警和变化趋势预测，为种植决策提供参考，为农业现代化提供服务。1.数据来源
在糯稻农田部署水质监测设备，监测稻田水质数据。采集水温、液位、PH数据，同时采集数据字段包括上传时间、设备编号，采集水温、液位、PH数据，数据通过物联网上传到服务器。
2.数据处理及应用
2.1水质环境监测预警
基于农田专家给出的糯稻农田水温监测阈值（其中水温阈值为30，液位阈值为10，PH阈值为7.5），当测试值大于阈值时，对应的预警值为1；反之，返回0。
糯稻对水质环境的要求较高，通过水质环境监测预警系统，可以实时监测农田水质的变化，并及时发现水质异常情况，有助于保护糯稻生长所需的良好水质环境，减少水质污染对糯稻生长和产量的不利影响，优化水资源利用效率和及时调整灌溉计划，提高农田管理效率。
2.2水质环境变化趋势
计算每日水温、液位、PH的变化率，先计算水温、液位、PH的每日均值，（每日均值—前一天均值）/前一天均值，即得到变化率。
通过监测水质的变化趋势，可以预测水质环境的变化趋势，并根据需要采取相应的管理措施，提高农田管理的效率；此外，监测水质环境的变化趋势，可以及时发现和控制污染源，防止水质污染扩散到周边水域和生态系统中，保护生态环境的健康和稳定。

Water quality monitoring equipment is deployed in glutinous rice farmland, and data is uploaded to the server via the Internet of Things (IoT), providing scientific water quality data for glutinous rice planting management. Through intelligent analysis of water quality environment early warning and water quality environment change trends in glutinous rice farmland, monitoring and early warning of water quality environment and prediction of change trends in glutinous rice farmland are realized, providing references for planting decision-making and serving agricultural modernization.
1. Data Source
Water quality monitoring equipment is deployed in glutinous rice farmland to monitor paddy field water quality data. The collected data fields include upload time, equipment number, water temperature, liquid level and PH value. All collected data is uploaded to the server via the Internet of Things (IoT).
2. Data Processing and Application
2.1 Water Quality Environment Monitoring and Early Warning
Based on the water quality monitoring thresholds for glutinous rice farmland provided by agricultural experts (water temperature threshold: 30, liquid level threshold: 10, PH threshold: 7.5), when the measured value exceeds the corresponding threshold, the early warning value is 1; otherwise, it returns 0.
Glutinous rice has high requirements for water quality environment. The water quality environment monitoring and early warning system can monitor changes in farmland water quality in real time and detect water quality abnormalities in a timely manner, which helps to protect the good water quality environment required for glutinous rice growth, reduce the adverse impacts of water pollution on glutinous rice growth and yield, optimize water resource utilization efficiency, adjust irrigation plans promptly, and improve farmland management efficiency.
2.2 Water Quality Environment Change Trends
Calculate the daily change rates of water temperature, liquid level and PH value. First, calculate the daily average values of water temperature, liquid level and PH value; the change rate is obtained by the formula: (daily average value - previous day's average value) / previous day's average value.
By monitoring the change trends of water quality, the change trends of the water quality environment can be predicted, and corresponding management measures can be taken as needed to improve farmland management efficiency. In addition, monitoring the change trends of the water quality environment can detect and control pollution sources in a timely manner, preventing water pollution from spreading to surrounding waters and ecosystems, and protecting the health and stability of the ecological environment.

搜集汇总

数据集介绍

特点

该数据集包含糯稻农田水质环境监测数据，涵盖水温、液位和PH值等关键指标，用于实现水质预警和趋势预测，支持农业现代化管理。数据规模为65536条，更新频次按需进行。