Optimizing Radar-Based Rainfall Estimation Using Machine Learning Models

Optimizing Radar-Based Rainfall Estimation Using Machine Learning Models

Weather radar research has produced numerous radar-based rainfall estimators based on climate, rainfall intensity, a variety of ground-truthing instruments and sensors (e.g., rain gauges, disdrometers), and techniques. Although each research direction gives improvement, their collective application...

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Bibliographic Details
Main Authors: Diar Hassan, George A. Isaac, Peter A. Taylor, Daniel Michelson
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Remote Sensing
Subjects:
rainfall estimation
radar QPE
polarimetric radar
C-band radar algorithms
Machine Learning
Decision Tree
Online Access:https://www.mdpi.com/2072-4292/14/20/5188

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