SYSTEMS AND METHODS FOR MONITORING AND REGULATING PLANT PRODUCTIVITY

System for monitoring and regulating plant productivity comprising: a memory for storing instructions; a processor for executing the instructions to cause a method of monitoring and regulating plant productivity to be performed, the method comprising: receiving field data from monitoring sensors; co...

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Hauptverfasser: CHABOT, Rock, BOUDREAU, Jocelyn, PELLETIER, Vincent, PÉRIARD LARRIVÉE, Yann
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Sprache:eng ; fre ; ger
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creator CHABOT, Rock
BOUDREAU, Jocelyn
PELLETIER, Vincent
PÉRIARD LARRIVÉE, Yann
description System for monitoring and regulating plant productivity comprising: a memory for storing instructions; a processor for executing the instructions to cause a method of monitoring and regulating plant productivity to be performed, the method comprising: receiving field data from monitoring sensors; computing, by the at least one processor executing a machine learning algorithm, a predicted value for a variable associated with the production environment condition of a crop field, the machine learning algorithm having been trained based on a training set comprising one or both of (a) the field data from the monitoring sensors, and (b) a generated feature derived from the field data; and determining, based on a threshold associated with the variable, that the predicted value for the variable indicates that an intervention in the crop field is to be initiated; and in response to the determining, causing a controllable device to vary the production environment condition.
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subjects AGRICULTURE
ANIMAL HUSBANDRY
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPSOR SEAWEED
FISHING
FORESTRY
HORTICULTURE
HUMAN NECESSITIES
HUNTING
PHYSICS
TRAPPING
WATERING
title SYSTEMS AND METHODS FOR MONITORING AND REGULATING PLANT PRODUCTIVITY
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