糯稻农田土壤墒情监测分析数据

在糯稻农田部署无线土壤墒情监测设备，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土壤墒情数据。通过智能分析糯稻农田土壤墒情预警和土壤墒情变化趋势，实现糯稻农田土壤墒情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
在糯稻农田部署无线土壤墒情监测设备，监测土壤墒情数据。采集土壤温度、土壤湿度、PH数据，同时采集数据字段包括上传时间、设备编号，采集土壤温度、土壤湿度、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土壤熵情监测预警
基于农田专家给出的糯稻农田土壤熵情监测阈值（其中土壤温度阈值为30，土壤湿度阈值为30，PH阈值为8.7），当测试值大于阈值时，对应的预警值为1；反之，返回0。
土壤熵情异常可能导致糯稻的生长受阻、产量下降甚至死亡，通过设置监测阈值并实现智能预警系统，对于提前发现土壤熵情异常、保护糯稻生长环境、提高农田管理效率和优化土壤资源利用具有重要的物理意义。它可以帮助农民和农田管理者更好地了解土壤状况，及时采取措施来保护糯稻的生长和提高农田的可持续性。
2.2土壤熵情变化趋势
计算每日土壤温度、土壤湿度、PH的变化率。先计算土壤温度、土壤湿度、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。
通过分析土壤熵情数据的变化率，农民和农田管理者可以更好地了解土壤熵情的变化趋势，以采取相应的农田管理措施，以保护糯稻的生长环境和提高农田的可

Wireless soil moisture monitoring devices are deployed in glutinous rice farmlands, and data is uploaded to the server via the Internet of Things (IoT), providing scientific soil moisture data for glutinous rice planting management. Through intelligent analysis of soil moisture early warnings and change trends in glutinous rice farmlands, soil moisture early warning and change trend prediction are realized, providing references for planting decisions and serving agricultural modernization.

1. Data Source
Wireless soil moisture monitoring devices are deployed in glutinous rice farmlands to collect soil moisture-related data. The collected data fields include upload time, device number, soil temperature, soil moisture and pH value. All data is uploaded to the server via the IoT.

2. Data Processing and Application
2.1 Soil Moisture Monitoring and Early Warning
Based on the glutinous rice farmland soil moisture monitoring thresholds provided by agricultural experts (soil temperature threshold: 30, soil moisture threshold: 30, pH threshold: 8.7), when the measured value exceeds the corresponding threshold, the early warning value is set to 1; otherwise, it returns 0.
Abnormal soil moisture may lead to stunted growth, reduced yield or even death of glutinous rice. Establishing monitoring thresholds and implementing an intelligent early warning system has important practical significance for early detection of abnormal soil moisture, protection of glutinous rice growth environment, improvement of farmland management efficiency and optimization of soil resource utilization. It can help farmers and farmland managers better understand soil conditions, take timely measures to protect glutinous rice growth and improve farmland sustainability.

2.2 Soil Moisture Change Trend
Calculate the daily change rates of soil temperature, soil moisture and pH. First, calculate the daily average values of soil temperature, soil moisture and pH, then the change rate is obtained as (daily average value - previous day's average value) / previous day's average value.
By analyzing the change rates of soil moisture data, farmers and farmland managers can better understand the change trends of soil moisture, so as to take corresponding farmland management measures to protect the glutinous rice growth environment and improve farmland

搜集汇总

数据集介绍

特点

该数据集包含糯稻农田的土壤墒情监测数据，主要用于土壤温度、湿度和PH值的监测与预警，以及变化趋势分析，为种植决策提供科学依据。数据规模为65536条，更新频次为按需更新。