Mapping Daily Air Temperature Over the Hawaiian Islands From 1990 to 2021 via an Optimized Piecewise Linear Regression Technique

Mapping Daily Air Temperature Over the Hawaiian Islands From 1990 to 2021 via an Optimized Piecewise Linear Regression Technique

Abstract Gridded air temperature data are required in various fields such as ecological modeling, weather forecasting, and surface energy balance assessment. In this work, a piecewise multiple linear regression model is used to produce high‐resolution (250 m) daily maximum (Tmax), minimum (Tmin), an...

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Bibliographic Details
Main Authors: Keri M. Kodama, Ehsan Kourkchi, Ryan J. Longman, Matthew P. Lucas, Sayed M. Bateni, Yu‐Fen Huang, Aurora Kagawa‐Viviani, Jared Mclean, Sean B. Cleveland, Thomas W. Giambelluca
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2024-01-01
Series:Earth and Space Science
Subjects:
statistical modeling
air temperature
spatial interpolation
data mapping
Online Access:https://doi.org/10.1029/2023EA002851

Internet

https://doi.org/10.1029/2023EA002851

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