ML4WX

Sub-seasonal to seasonal

Development of Deep Convolutional Neural Network Ensemble Models for 36-Month ENSO Forecasts

Yannic Lops, Yunsoo Choi, Seyedali Mousavinezhad, Ahmed Khan Salman, Delaney L. Nelson, Deveshwar Singh

Asia-Pacific Journal of Atmospheric Sciences ·

Paper

In one sentence. Ensembles of deep convolutional networks extend ENSO forecasts to 36 months ahead; the abstract is unavailable, so the claim rests on the title.

Labels

Topic
Sub-seasonal to seasonal
Type
New model or method
Method
CNN / U-Net
Time scale
Seasonal to annual
Domain
Global
Data
ERA5 / reanalysis
Status
Research
Identifiers
DOI:10.1007/s13143-023-00319-3 OpenAlex:W4322734209
Added
2026-10-22

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