Estimation of Hourly near Surface Air Temperature Across Israel Using an Ensemble Model

Estimation of Hourly near Surface Air Temperature Across Israel Using an Ensemble Model

Mapping of near-surface air temperature (Ta) at high spatio-temporal resolution is essential for unbiased assessment of human health exposure to temperature extremes, not least given the observed trend of urbanization and global climate change. Data constraints have led previous studies to focus mer...

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Bibliographic Details
Main Authors: Bin Zhou, Evyatar Erell, Ian Hough, Alexandra Shtein, Allan C. Just, Victor Novack, Jonathan Rosenblatt, Itai Kloog
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Remote Sensing
Subjects:
random forest
extreme gradient boosting
machine learning
SEVIRI
health exposure
generalized additive model
Online Access:https://www.mdpi.com/2072-4292/12/11/1741

Internet

https://www.mdpi.com/2072-4292/12/11/1741

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