Development of statistical and machine learning models to predict the occurrence of radiation fog in Japan

Abstract This study develops statistical and machine learning models based on discriminant analysis, logistic regression analysis, and a support vector machine (SVM) to predict the occurrence of radiation fog in Japan. The selection of a suitable set of explanatory variables for the models was made...

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Main Authors: Momoko Negishi, Hiroyuki Kusaka
Formato: Artigo
Idioma:Inglês
Publicado em: Wiley 2022-03-01
Colecção:Meteorological Applications
Assuntos:
AIC
discriminant model
logistic regression model
radiation fog
SVM
Acesso em linha:https://doi.org/10.1002/met.2048
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