Development and Application of Big Data Platform for “Bohai granary”

被引:0
|
作者
Pingzeng Liu
Xiujuan Wang
Fujiang Wen
Yuqi Liu
Zhanquan Sun
Chao Zhang
Maoling Yan
Linqiang Fan
机构
[1] Shandong Agricultural University,College of Information Science and Engineering
[2] Shandong Agricultural University,College of Foreign Languages
[3] Wake Forest University School of Business,Shandong Provincial Key Laboratory of Computer Networks
[4] Shandong Computer Science Center,undefined
来源
关键词
Agricultural big data; Internet of agricultural things; Precision management; Automatic warning; Intelligent control;
D O I
暂无
中图分类号
学科分类号
摘要
In order to effectively solve series of problems which affect grain production in implementation of the “Bohai granary” project, such as the wide varieties of factors (including soil fertility, soil salinity, pH, underground water level, water salinity, crop varieties and management etc.), the huge spatial and temporal variability, the difficulty of real-time information collection, the complexity of analysis and processing etc., a “Bohai granary” big data platform is developed. With the invention of “Shennong IOAT” series of sensing equipment, the acquisition of multi-site real-time synchronization field information is achieved. And by combining a variety of data collection methods, the collection of factors comprehensively affecting the grain production has been realized. Based on the Hadoop big data platform, it becomes a reality to store, analyze and apply the collected data efficiently. Through the big data platform, the precise management of grain production, the automatic warning of soil moisture content, the disaster and typical insect damage in crop growth, and the automatic control of typical link production are all achieved.
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页码:275 / 293
页数:18
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