Spark based precision irrigation method of MLR-model Red Fuji apple trees

The invention provides a spark based precision irrigation method of MLR-model Red Fuji apple trees and establishment of MLR precision irrigation model and a real-time irrigation decision method for Red Fuji apple trees in Jiaodong Peninsula. The establishment of the MLR precision irrigation model in...

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Bibliographische Detailangaben
Hauptverfasser:	LI FENGMEI, SONG CHENYONG, GUO RUOHAO, BAI HAORAN, WANG GAODI
Format:	Patent
Sprache:	chi ; eng
Schlagworte:	AGRICULTURE ANIMAL HUSBANDRY CALCULATING COMPUTING COUNTING CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPSOR SEAWEED DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ELECTRIC DIGITAL DATA PROCESSING FISHING FORESTRY HORTICULTURE HUMAN NECESSITIES HUNTING PHYSICS SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR TRAPPING WATERING
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Beschreibung
Zusammenfassung:	The invention provides a spark based precision irrigation method of MLR-model Red Fuji apple trees and establishment of MLR precision irrigation model and a real-time irrigation decision method for Red Fuji apple trees in Jiaodong Peninsula. The establishment of the MLR precision irrigation model includes: producing a data set of factors affecting water demand of the Red Fuji apple trees; buildinga distributed system, deploying a Spark cluster, and performing assessment to complete the irrigation demand analysis; the real-time irrigation decision method includes: a lower-computer ARM microprocessor using a sensor to acquire environmental information; performing data cleaning and normalization; performing real-time communication with the upper-computer website through a GPRS module; Sparkperforming real-time data processing to generate decision values; if the water threshold is reached, carrying out irrigation according to the established irrigation quota, otherwise, performing no processing. With the method,