Probabilistic Forecasting of El Niño Using Neural Network Models

Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data

(2019) Patrick McDermott et al.   Entropy

Deep learning for multi-year ENSO forecasts

(2019) Yoo-Geun Ham et al.   NATURE

Non-crossing nonlinear regression quantiles by monotone composite quantile regression neural network, with application to rainfall extremes

(2018) Alex J. Cannon   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A model for super El Niños

(2018) Saji N. Hameed et al.   Nature Communications

El Niño–Southern Oscillation complexity

(2018) Axel Timmermann et al.   NATURE

Progress in ENSO prediction and predictability study

(2018) Youmin Tang et al.   National Science Review

Extended Reconstructed Sea Surface Temperature, Version 5 (ERSSTv5): Upgrades, Validations, and Intercomparisons

(2017) Boyin Huang et al.   JOURNAL OF CLIMATE

Coherent Tropical Indo-Pacific Interannual Climate Variability

(2016) Claudia E. Wieners et al.   JOURNAL OF CLIMATE

Percolation-based precursors of transitions in extended systems

(2016) Víctor Rodríguez-Méndez et al.   Scientific Reports

Toward an Improved Multimodel ENSO Prediction

(2015) Anthony G. Barnston et al.   Journal of Applied Meteorology and Climatology

El Niño Physics and El Niño Predictability

(2014) Allan J. Clarke   Annual Review of Marine Science

On the Warm Water Volume and Its Changing Relationship with ENSO

(2014) Lucia Bunge et al.   JOURNAL OF PHYSICAL OCEANOGRAPHY

Very early warning of next El Niño

(2014) Josef Ludescher et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The NCEP Climate Forecast System Version 2

(2013) Suranjana Saha et al.   JOURNAL OF CLIMATE

Disentangling different types of El Niño episodes by evolving climate network analysis

(2013) Alexander Radebach et al.   PHYSICAL REVIEW E

Evaluation of the ECMWF ocean reanalysis system ORAS4

(2013) Magdalena Alonso Balmaseda et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Decomposition and graphical portrayal of the quantile score

(2013) Sabrina Bentzien et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Skill of Real-Time Seasonal ENSO Model Predictions during 2002–11: Is Our Capability Increasing?

(2011) Anthony G. Barnston et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Quantile regression neural networks: Implementation in R and application to precipitation downscaling

(2010) Alex J. Cannon   COMPUTERS & GEOSCIENCES

Influence of the state of the Indian Ocean Dipole on the following year’s El Niño

(2010) Takeshi Izumo et al.   Nature Geoscience

El Niño prediction and predictability

(2007) Dake Chen et al.   JOURNAL OF COMPUTATIONAL PHYSICS