ENSO Predictions in an Intermediate Coupled Model Influenced by Removing Initial Condition Errors in Sensitive Areas: A Target Observation Perspective
Sign Up to like & getrecommendations! Published in 2018 at "Advances in Atmospheric Sciences"
DOI: 10.1007/s00376-017-7138-7
Abstract: Previous studies indicate that ENSO predictions are particularly sensitive to the initial conditions in some key areas (socalled “sensitive areas”). And yet, few studies have quantified improvements in prediction skill in the context of an… read more here.
Keywords: sensitive areas; enso predictions; intermediate coupled; prediction skill ... See more keywords
A self-attention–based neural network for three-dimensional multivariate modeling and its skillful ENSO predictions
Sign Up to like & getrecommendations! Published in 2023 at "Science Advances"
DOI: 10.1126/sciadv.adf2827
Abstract: Large biases and uncertainties remain in real-time predictions of El Niño–Southern Oscillation (ENSO) using process-based dynamical models; recent advances in data-driven deep learning algorithms provide a promising mean to achieve superior skill in the tropical… read more here.
Keywords: neural network; self attention; based neural; enso predictions ... See more keywords