Novel Hybrid Statistical Learning Framework Coupled with Random Forest and Grasshopper Optimization Algorithm to Forecast Pesticide Use on Golf Courses

Novel Hybrid Statistical Learning Framework Coupled with Random Forest and Grasshopper Optimization Algorithm to Forecast Pesticide Use on Golf Courses

Golf course maintenance requires the use of several inputs, such as pesticides and fertilizers, that can be harmful to human health or the environment. Understanding the factors associated with pesticide use on golf courses may help golf-course managers reduce their reliance on these products. In th...

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Bibliographic Details
Main Authors: Guillaume Grégoire, Josée Fortin, Isa Ebtehaj, Hossein Bonakdari
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Agriculture
Subjects:
active ingredients total (AIT)
golf courses
grasshopper optimization algorithm (GOA)
hybrid model
random forest (RF)
pesticides
Online Access:https://www.mdpi.com/2077-0472/12/7/933

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https://www.mdpi.com/2077-0472/12/7/933

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