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Wind Speed Prediction Based on AM-BiLSTM Improved by PSO-VMD for Forest Fire Spread

This study focuses on enhancing wind speed prediction for wildfire spread simulation by proposing an integrated forecasting approach. The original wind speed series is first processed via variational mode decomposition (VMD), with its parameters [K, <inline-formula><math xmlns="http://www.w3.org/199...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Haining Zhu, Shuwen Liu, Huimin Jia, Sanping Li, Liangkuan Zhu, Xingdong Li
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2026-03-01
Schriftenreihe:Fire
Schlagworte:
wind speed prediction
hybrid architecture
BiLSTM
forest fire
Online-Zugang:https://www.mdpi.com/2571-6255/9/3/110
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