Forecasting the Indian Ocean Dipole With Deep Learning Techniques

A machine learning based prediction system for the Indian Ocean Dipole

(2020) J. V. Ratnam et al.   Scientific Reports

What caused the extreme Indian Ocean Dipole event in 2019?

(2020) Bo Lu et al.   GEOPHYSICAL RESEARCH LETTERS

Predictability of the Super IOD Event in 2019 and Its Link With El Niño Modoki

(2020) Takeshi Doi et al.   GEOPHYSICAL RESEARCH LETTERS

Years of the Maritime Continent

(2020) K. Yoneyama et al.   GEOPHYSICAL RESEARCH LETTERS

Improved Predictability of the Indian Ocean Dipole Using a Stochastic Dynamical Model Compared to the North American Multimodel Ensemble Forecast

(2020) Sen Zhao et al.   WEATHER AND FORECASTING

Triggering the Indian Ocean Dipole From the Southern Hemisphere

(2020) Lian‐Yi Zhang et al.   GEOPHYSICAL RESEARCH LETTERS

Indian Ocean Dipole in CMIP5 and CMIP6: characteristics, biases, and links to ENSO

(2020) Sebastian McKenna et al.   Scientific Reports

Seasonal predictability of the tropical Indian Ocean SST in the North American multimodel ensemble

(2019) Yanling Wu et al.   CLIMATE DYNAMICS

Improved Predictability of the Indian Ocean Dipole Using Seasonally Modulated ENSO Forcing Forecasts

(2019) Sen Zhao et al.   GEOPHYSICAL RESEARCH LETTERS

Deep learning for multi-year ENSO forecasts

(2019) Yoo-Geun Ham et al.   NATURE

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Impact of Coupling with an Ice–Ocean Model on Global Medium-Range NWP Forecast Skill

(2018) Gregory C. Smith et al.   MONTHLY WEATHER REVIEW

Deep learning to represent subgrid processes in climate models

(2018) Stephan Rasp et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Decadal Variation in IOD Predictability During 1881-2016

(2018) Xunshu Song et al.   GEOPHYSICAL RESEARCH LETTERS

Application of Artificial Neural Networks to Rainfall Forecasting in the Geum River Basin, Korea

(2018) Jeongwoo Lee et al.   Water

Revisiting ENSO/Indian Ocean Dipole phase relationships

(2017) Malte F. Stuecker et al.   GEOPHYSICAL RESEARCH LETTERS

Improved Prediction of the Indian Ocean Dipole Mode by Use of Subsurface Ocean Observations

(2017) Takeshi Doi et al.   JOURNAL OF CLIMATE

Assessing the Impact of Model Biases on the Projected Increase in Frequency of Extreme Positive Indian Ocean Dipole Events

(2017) Guojian Wang et al.   JOURNAL OF CLIMATE

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

(2017) Boyin Huang et al.   JOURNAL OF CLIMATE

Predictability of the Indian Ocean Dipole in the coupled models

(2016) Huafeng Liu et al.   CLIMATE DYNAMICS

Seasonality and Predictability of the Indian Ocean Dipole Mode: ENSO Forcing and Internal Variability

(2015) Yun Yang et al.   JOURNAL OF CLIMATE

Deep learning

(2015) Yann LeCun et al.   NATURE

On the Seasonal Forecasting of Regional Tropical Cyclone Activity

(2014) G. A. Vecchi et al.   JOURNAL OF CLIMATE

Predictability and Forecast Skill in NMME

(2014) Emily Becker et al.   JOURNAL OF CLIMATE

The “winter predictability barrier” for IOD events and its error growth dynamics: Results from a fully coupled GCM

(2014) Rong Feng et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

The North American Multimodel Ensemble: Phase-1 Seasonal-to-Interannual Prediction; Phase-2 toward Developing Intraseasonal Prediction

(2013) Ben P. Kirtman et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Realism of the Indian Ocean Dipole in CMIP5 Models: The Implications for Climate Projections

(2013) Evan Weller et al.   JOURNAL OF CLIMATE

The Canadian Seasonal to Interannual Prediction System. Part I: Models and Initialization

(2013) William J. Merryfield et al.   MONTHLY WEATHER REVIEW

Origin of extreme summers in Europe: the Indo-Pacific connection

(2012) Swadhin Behera et al.   CLIMATE DYNAMICS

How Predictable is the Indian Ocean Dipole?

(2012) Li Shi et al.   MONTHLY WEATHER REVIEW

Indian Ocean Dipole drives malaria resurgence in East African highlands

(2012) Masahiro Hashizume et al.   Scientific Reports

A Comprehensive Assessment of CFS Seasonal Forecasts over the Tropics*

(2011) K. P. Sooraj et al.   WEATHER AND FORECASTING

Impact of including surface currents on simulation of Indian Ocean variability with the POAMA coupled model

(2010) Mei Zhao et al.   CLIMATE DYNAMICS

Positive Indian Ocean Dipole events precondition southeast Australia bushfires

(2009) W. Cai et al.   GEOPHYSICAL RESEARCH LETTERS

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

Representation and prediction of the Indian Ocean dipole in the POAMA seasonal forecast model

(2009) Mei Zhao et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Predictability of the Indian Ocean sea surface temperature anomalies in the GFDL coupled model

(2008) Qian Song et al.   GEOPHYSICAL RESEARCH LETTERS