Prediction of water distribution uniformity of sprinkler irrigation system based on machine learning algorithms

The coefficients of uniformity Christiansen's uniformity coefficient (CU) and distribution uniformity (DU) are an important parameter for designing irrigation systems, and are an accurate measure for water lose. In this study, three machine learning algorithms Random forest (RF), extreme gradie...

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Detalles Bibliográficos
Autores principales: Elhussiny, Khadiga T., Hassan, Ahmed M., Habssa, Ahmed Abu, Mokhtar, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684584/
https://www.ncbi.nlm.nih.gov/pubmed/38017247
http://dx.doi.org/10.1038/s41598-023-47688-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684584/
https://www.ncbi.nlm.nih.gov/pubmed/38017247
http://dx.doi.org/10.1038/s41598-023-47688-3

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