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1. (WO2018222875) SYSTEM AND METHOD FOR IRRIGATION MANAGEMENT USING MACHINE LEARNING WORKFLOWS

Pub. No.:    WO/2018/222875    International Application No.:    PCT/US2018/035400
Publication Date: Fri Dec 07 00:59:59 CET 2018 International Filing Date: Fri Jun 01 01:59:59 CEST 2018
IPC: A01C 23/04
A01G 25/02
B05B 3/12
E01F 15/04
E02D 27/42
E04H 12/08
Applicants: VALMONT INDUSTRIES, INC.
Inventors: LARUE, Jacob L.
Title: SYSTEM AND METHOD FOR IRRIGATION MANAGEMENT USING MACHINE LEARNING WORKFLOWS
Abstract:
The present invention provides a system and method which includes a machine learning module which analyzes data collected from one or more sources such as UAVs, satellites, span mounted crop sensors, direct soil sensors and climate sensors. According to a further preferred embodiment, the machine learning module preferably creates sets of field objects from within a given field and uses the received data to create a predictive model for each defined field object based on detected characteristics from each field object within the field.