- Home
- Publications
- Publication Search
- Publication Details
Title
Prediction of ENSO using multivariable deep learning
Authors
Keywords
-
Journal
Atmospheric and Oceanic Science Letters
Volume 16, Issue 4, Pages 100350
Publisher
Elsevier BV
Online
2023-03-13
DOI
10.1016/j.aosl.2023.100350
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Recent ENSO evolution and its real-time prediction challenges
- (2022) Rong-Hua Zhang et al. National Science Review
- A multiscale model for El Niño complexity
- (2022) Nan Chen et al. npj Climate and Atmospheric Science
- Will the Historic Southeasterly Wind over the Equatorial Pacific in March 2022 Trigger a Third-year La Niña Event?
- (2022) Xianghui Fang et al. ADVANCES IN ATMOSPHERIC SCIENCES
- The 2020–2021 prolonged La Niña evolution in the tropical Pacific
- (2022) Chuan Gao et al. Science China-Earth Sciences
- Effect of the air–sea coupled system change on the ENSO evolution from boreal spring
- (2021) Xiang-Hui Fang et al. CLIMATE DYNAMICS
- Unified deep learning model for El Niño/southern oscillation forecasts by incorporating seasonality in climate data
- (2021) Yoo-Geun Ham et al. Science Bulletin
- The unreasonable effectiveness of deep learning in artificial intelligence
- (2020) Terrence J. Sejnowski PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Extended-range statistical ENSO prediction through operator-theoretic techniques for nonlinear dynamics
- (2020) Xinyang Wang et al. Scientific Reports
- Long-lead Prediction of ENSO Modoki Index using Machine Learning algorithms
- (2020) Manali Pal et al. Scientific Reports
- Enhancing the ENSO Predictability beyond the Spring Barrier
- (2020) Han-Ching Chen et al. Scientific Reports
- Temporal Convolutional Networks for the Advance Prediction of ENSO
- (2020) Jining Yan et al. Scientific Reports
- Two Types of ENSO Varying in Tandem Facilitated by Nonlinear Atmospheric Convection
- (2020) Tao Geng et al. GEOPHYSICAL RESEARCH LETTERS
- Deep learning for multi-year ENSO forecasts
- (2019) Yoo-Geun Ham et al. NATURE
- Statistical predictability of Niño indices for two types of ENSO
- (2018) Hong-Li Ren et al. CLIMATE DYNAMICS
- El Niño–Southern Oscillation complexity
- (2018) Axel Timmermann et al. NATURE
- Increased variability of eastern Pacific El Niño under greenhouse warming
- (2018) Wenju Cai et al. NATURE
- Progress in ENSO prediction and predictability study
- (2018) Youmin Tang et al. National Science Review
- Importance of convective parameterization in ENSO predictions
- (2017) Jieshun Zhu et al. GEOPHYSICAL RESEARCH LETTERS
- Reforecasting the ENSO Events in the Past 57 Years (1958–2014)
- (2017) Bohua Huang et al. JOURNAL OF CLIMATE
- Inter-basin sources for two-year predictability of the multi-year La Niña event in 2010–2012
- (2017) Jing-Jia Luo et al. Scientific Reports
- Causes and Predictability of the Negative Indian Ocean Dipole and Its Impact on La Niña During 2016
- (2017) Eun-Pa Lim et al. Scientific Reports
- An ENSO prediction approach based on ocean conditions and ocean–atmosphere coupling
- (2016) Yu-heng Tseng et al. CLIMATE DYNAMICS
- Improving the long-lead predictability of El Niño using a novel forecasting scheme based on a dynamic components model
- (2016) Desislava Petrova et al. CLIMATE DYNAMICS
- Drivers of coupled model ENSO error dynamics and the spring predictability barrier
- (2016) Sarah M. Larson et al. CLIMATE DYNAMICS
- Machine learning in geosciences and remote sensing
- (2016) David J. Lary et al. Geoscience Frontiers
- Relationship between optimal precursory disturbances and optimally growing initial errors associated with ENSO events: Implications to target observations for ENSO prediction
- (2016) Junya Hu et al. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS
- Record-breaking warming and extreme drought in the Amazon rainforest during the course of El Niño 2015–2016
- (2016) Juan C. Jiménez-Muñoz et al. Scientific Reports
- Investigating the mechanisms of seasonal ENSO phase locking bias in the ACCESS coupled model
- (2015) Harun A. Rashid et al. CLIMATE DYNAMICS
- ENSO and meridional modes: A null hypothesis for Pacific climate variability
- (2015) E. Di Lorenzo et al. GEOPHYSICAL RESEARCH LETTERS
- Optimal precursors of different types of ENSO events
- (2015) Antonietta Capotondi et al. GEOPHYSICAL RESEARCH LETTERS
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Strong influence of westerly wind bursts on El Niño diversity
- (2015) Dake Chen et al. Nature Geoscience
- Skilful multi-year predictions of tropical trans-basin climate variability
- (2015) Yoshimitsu Chikamoto et al. Nature Communications
- Playing hide and seek with El Niño
- (2015) M. J. McPhaden Nature Climate Change
- The Victoria mode in the North Pacific linking extratropical sea level pressure variations to ENSO
- (2015) Ruiqiang Ding et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- 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
- Sea surface temperature in the north tropical Atlantic as a trigger for El Niño/Southern Oscillation events
- (2013) Yoo-Geun Ham et al. Nature Geoscience
- A 21st century shift in the relationship between ENSO SST and warm water volume anomalies
- (2012) Michael J. McPhaden GEOPHYSICAL RESEARCH LETTERS
- Breakdown of ENSO predictors in the 2000s: Decadal changes of recharge/discharge-SST phase relation and atmospheric intraseasonal forcing
- (2012) Takanori Horii et al. GEOPHYSICAL RESEARCH LETTERS
- 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
- Detecting Novel Associations in Large Data Sets
- (2011) D. N. Reshef et al. SCIENCE
- Subtropics-Related Interannual Sea Surface Temperature Variability in the Central Equatorial Pacific
- (2010) Jin-Yi Yu et al. JOURNAL OF CLIMATE
- Relationships between Extratropical Sea Level Pressure Variations and the Central Pacific and Eastern Pacific Types of ENSO
- (2010) Jin-Yi Yu et al. JOURNAL OF CLIMATE
- Influence of the state of the Indian Ocean Dipole on the following year’s El Niño
- (2010) Takeshi Izumo et al. Nature Geoscience
- Interaction between El Niño and Extreme Indian Ocean Dipole
- (2009) Jing-Jia Luo et al. JOURNAL OF CLIMATE
- Multimodel Ensemble ENSO Prediction with CCSM and CFS
- (2009) Ben P. Kirtman et al. MONTHLY WEATHER REVIEW
- Dynamics of nonlinear error growth and season-dependent predictability of El Niño events in the ZebiakâCane model
- (2009) Yanshan Yu et al. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
- Current status of ENSO prediction skill in coupled ocean–atmosphere models
- (2008) Emilia K. Jin et al. CLIMATE DYNAMICS
- Two Types of El Niño Events: Cold Tongue El Niño and Warm Pool El Niño
- (2008) Jong-Seong Kug et al. JOURNAL OF CLIMATE
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started