A functional autoregressive approach for modeling and forecasting short-term air temperature

A precise forecast of atmospheric temperatures is essential for various applications such as agriculture, energy, public health, and transportation. Modern advancements in technology have led to the development of sensors and other tools to collect high-frequency air temperature data. However, accur...

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Bibliographic Details

Published in:	Frontiers in Environmental Science
Main Authors:	Ismail Shah, Pir Mubassir, Sajid Ali, Olayan Albalawi
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-05-01
Subjects:	air temperature forecasting functional autoregressive functional data analysis ARIMA
Online Access:	https://www.frontiersin.org/articles/10.3389/fenvs.2024.1411237/full