School of Computer and Information Science, Southwest University, Chongqing 400715, China.
Dean's Office, Tianjin Railway Technical and Vocational College, Tianjin 300240, China.
Sensors (Basel). 2017 Feb 23;17(3):447. doi: 10.3390/s17030447.
Chongqing mountain citrus orchard is one of the main origins of Chinese citrus. Its planting terrain is complex and soil parent material is diverse. Currently, the citrus fertilization, irrigation and other management processes still have great blindness. They usually use the same pattern and the same formula rather than considering the orchard terrain features, soil differences, species characteristics and the state of tree growth. With the help of the ZigBee technology, artificial intelligence and decision support technology, this paper has developed the research on the application technology of agricultural Internet of Things for real-time monitoring of citrus soil moisture and nutrients as well as the research on the integration of fertilization and irrigation decision support system. Some achievements were obtained including single-point multi-layer citrus soil temperature and humidity detection wireless sensor nodes and citrus precision fertilization and irrigation management decision support system. They were applied in citrus base in the Three Gorges Reservoir Area. The results showed that the system could help the grower to scientifically fertilize or irrigate, improve the precision operation level of citrus production, reduce the labor cost and reduce the pollution caused by chemical fertilizer.
重庆山地柑橘园是中国柑橘的主要起源地之一。其种植地形复杂,土壤母质多样。目前,柑橘施肥、灌溉等管理过程仍然存在很大的盲目性。他们通常使用相同的模式和配方,而不考虑果园地形特征、土壤差异、品种特性和树木生长状况。本文借助 ZigBee 技术、人工智能和决策支持技术,开展了农业物联网实时监测柑橘土壤水分和养分的应用技术研究,以及施肥和灌溉决策支持系统集成的研究。获得了一些成果,包括单点多层柑橘土壤温湿度检测无线传感器节点和柑橘精准施肥灌溉管理决策支持系统,并在三峡库区柑橘基地进行了应用。结果表明,该系统可以帮助种植者科学施肥或灌溉,提高柑橘生产的精准作业水平,降低劳动成本,减少化肥造成的污染。