Zobrazeno 1 - 10 of 38 pro vyhledávání: '"Guillaume Grégoire"'
1
Akademický článek
How Climate Change Will Shape Pesticide Application in Quebec’s Golf Courses: Insights with Deep Learning Based on Assessing CMIP5 and CMIP6
Autor: Isa Ebtehaj, Josée Fortin, Hossein Bonakdari, Guillaume Grégoire
Publikováno v: Applied Sciences, Vol 14, Iss 20, p 9209 (2024)
The accelerating impact of climate change on golf course conditions has led to a significant increase in pesticide dependency, underscoring the importance of innovative management strategies. The shift from Coupled Model Intercomparison Project Phase
Externí odkaz: https://doaj.org/article/a2dafd125cfa414b84eafcd91753dd05
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2
Akademický článek
Forecasting Pesticide Use on Golf Courses by Integration of Deep Learning and Decision Tree Techniques
Autor: Guillaume Grégoire, Josée Fortin, Isa Ebtehaj, Hossein Bonakdari
Publikováno v: Agriculture, Vol 13, Iss 6, p 1163 (2023)
In the current study, a new hybrid machine learning (ML)-based model was developed by integrating a convolution neural network (CNN) with a random forest (RF) to forecast pesticide use on golf courses in Québec, Canada. Three main groups of independ
Externí odkaz: https://doaj.org/article/6c1e7a77804242649302384c041be753
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3
Akademický článek
Novel Hybrid Statistical Learning Framework Coupled with Random Forest and Grasshopper Optimization Algorithm to Forecast Pesticide Use on Golf Courses
Autor: Guillaume Grégoire, Josée Fortin, Isa Ebtehaj, Hossein Bonakdari
Publikováno v: Agriculture, Vol 12, Iss 7, p 933 (2022)
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 manag
Externí odkaz: https://doaj.org/article/e5060e17d6224123a59632c0244ea726
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4
Akademický článek
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5
Reducing nitrate leaching losses from turfgrass fertilization of residential lawns
Autor: Laura Côté, Guillaume Grégoire
Publikováno v: Journal of Environmental Quality. 50:1145-1155
Fertilizer applications on lawns have raised environmental concerns in many Canadian municipalities. In this greenhouse study, NO3 -N leaching losses from Kentucky bluegrass (Poa pratensis L.) lawns were evaluated on two soils (a schist loam and a cl
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::98025774bf3a24e237078913ec7a67ec
https://doi.org/10.1002/jeq2.20277
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10
Contribution of Grass Clippings to Turfgrass Fertilization and Soil Water Content Under Four Nitrogen Levels
Autor: Guillaume Grégoire, Rim Benjannet, Yves Desjardins
Publikováno v: SSRN Electronic Journal.
Returning turfgrass clippings to soil (i.e., mulching) has been shown to yield many benefits, such as reducing fertilizer requirements. However, previous reports on the contribution of clippings to turfgrass fertilization varies widely, making it dif
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0416028041a63fbd8f4dccf613cbab10
https://doi.org/10.2139/ssrn.4034522
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