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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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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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.</description><subject>AGRICULTURE</subject><subject>ANIMAL HUSBANDRY</subject><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>CULTIVATION OF VEGETABLES, FLOWERS, RICE, FRUIT, VINES, HOPSOR SEAWEED</subject><subject>FISHING</subject><subject>FORESTRY</subject><subject>HORTICULTURE</subject><subject>HUMAN NECESSITIES</subject><subject>HUNTING</subject><subject>PHYSICS</subject><subject>TRAPPING</subject><subject>WATERING</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2021</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZHAJjgwOcfUNVnD0c1HwdQ3x8HcJVnDzD1Lw9ffzDPEP8vRzB0sFubqH-jiGgLgBPo5-IQoBQf4uoc4hnmGeIZE8DKxpiTnFqbxQmptBwc01xNlDN7UgPz61uCAxOTUvtSTeNcDYwtjM3NzM0dCYCCUANY4r6Q</recordid><startdate>20210623</startdate><enddate>20210623</enddate><creator>CHABOT, Rock</creator><creator>BOUDREAU, Jocelyn</creator><creator>PELLETIER, Vincent</creator><creator>PÉRIARD LARRIVÉE, Yann</creator><scope>EVB</scope></search><sort><creationdate>20210623</creationdate><title>SYSTEMS AND METHODS FOR MONITORING AND REGULATING PLANT PRODUCTIVITY</title><author>CHABOT, Rock ; 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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.</abstract><oa>free_for_read</oa></addata></record> |
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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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