Predicting Escherichia coli loads in cascading dams with machine learning: An integration of hydrometeorology, animal density and grazing pattern.

Abimbola, Olufemi P; Mittelstet, Aaron R; Messer, Tiffany L; Berry, Elaine D; Bartelt-Hunt, Shannon L; Hansen, Samuel P

Abimbola, Olufemi P; Mittelstet, Aaron R; Messer, Tiffany L; Berry, Elaine D; Bartelt-Hunt, Shannon L; Hansen, Samuel P.

Afiliação

Abimbola OP; Department of Biological Systems Engineering, University of Nebraska-Lincoln, 223 L. W. Chase Hall, Lincoln, NE 68583-0726, United States.
Mittelstet AR; Department of Biological Systems Engineering, University of Nebraska-Lincoln, 223 L. W. Chase Hall, Lincoln, NE 68583-0726, United States. Electronic address: amittelstet2@unl.edu.
Messer TL; Department of Biological Systems Engineering, University of Nebraska-Lincoln, 223 L. W. Chase Hall, Lincoln, NE 68583-0726, United States; Conservation and Survey Division, School of Natural Resources, University of Nebraska-Lincoln, 101 Hardin Hall, 3310 Holdrege Street, Lincoln, NE 68583-0996, Uni
Berry ED; USDA Meat Animal Research Center, P.O. BOX 166, (State Spur 18D)/USDA-ARS-PA-MARC, Clay Center, NE 68933, United States.
Bartelt-Hunt SL; Department of Civil and Environmental Engineering, University of Nebraska-Lincoln, 1110 S. 67th St., Omaha, NE 68182-0178, United States.
Hansen SP; Department of Biological Systems Engineering, University of Nebraska-Lincoln, 223 L. W. Chase Hall, Lincoln, NE 68583-0726, United States.

Sci Total Environ ; 722: 137894, 2020 Jun 20.

Article em En | MEDLINE | ID: mdl-32208262

Assuntos

Escherichia coli; Lógica Fuzzy; Aprendizado de Máquina; Redes Neurais de Computação

Palavras-chave

Animal density estimation; E. coli prediction; Feature selection; Grazing pattern; Machine learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Escherichia coli Tipo de estudo: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Sci Total Environ Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Holanda

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