A Random Forest Method to Forecast Downbursts Based on Dual-Polarization Radar Signatures

A Random Forest Method to Forecast Downbursts Based on Dual-Polarization Radar Signatures

The United States Air Force’s 45th Weather Squadron provides wind warnings, including those for downbursts, at the Cape Canaveral Air Force Station and Kennedy Space Center (CCAFS/KSC). This study aims to provide a Random Forest model that classifies thunderstorms’ downburst and...

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Bibliographic Details
Main Authors: Bruno L. Medina, Lawrence D. Carey, Corey G. Amiot, Retha M. Mecikalski, William P. Roeder, Todd M. McNamara, Richard J. Blakeslee
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Remote Sensing
Subjects:
downbursts
dual-polarization radar
Random Forest
statistical learning
Online Access:https://www.mdpi.com/2072-4292/11/7/826

Internet

https://www.mdpi.com/2072-4292/11/7/826

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