Short- and Mid-Term Forecasting of Pan-Arctic Sea Ice Volume Using Variational Mode Decomposition and Bidirectional Long Short-Term Memory

Short- and Mid-Term Forecasting of Pan-Arctic Sea Ice Volume Using Variational Mode Decomposition and Bidirectional Long Short-Term Memory

The well-documented decrease in the annual minimum Arctic sea ice extent over the past few decades is an alarming indicator of current climate change. However, much less is known about the thickness of the Arctic sea ice. Developing accurate forecasting models is critical to better predict its chang...

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Bibliographic Details
Main Authors: Aymane Ahajjam, Jaakko Putkonen, Timothy J. Pasch, Xun Zhu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Geosciences
Subjects:
pan-Arctic sea ice volume forecasting
multi-horizon forecasting
time-series forecasting
short-term forecasting
mid-term forecasting
deep learning
Online Access:https://www.mdpi.com/2076-3263/13/12/370

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https://www.mdpi.com/2076-3263/13/12/370

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