Ocean data assimilation for the initialization of seasonal prediction with the Community Earth System Model

The equatorial Pacific cold tongue bias in CESM1 and its influence on ENSO forecasts

(2022) Xian Wu et al.   JOURNAL OF CLIMATE

Predictability of Indian Ocean Dipole over 138 years using a CESM ensemble‐prediction system

(2022) Xunshu Song et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

A new nudging scheme for the current operational climate prediction system of the National Marine Environmental Forecasting Center of China

(2022) Xunshu Song et al.   ACTA OCEANOLOGICA SINICA

A Decade of the North American Multimodel Ensemble (NMME): Research, Application, and Future Directions

(2022) Emily J. Becker et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Impact of the Ensemble Kalman Filter Based Coupled Data Assimilation System on Seasonal Prediction of Indian Summer Monsoon Rainfall

(2022) Sagar V. Gade et al.   GEOPHYSICAL RESEARCH LETTERS

ESA-ECMWF Report on recent progress and research directions in machine learning for Earth System observation and prediction

(2022) Rochelle Schneider et al.   npj Climate and Atmospheric Science

Improvements in tropical precipitation and sea surface air temperature fields in a coupled atmosphere–ocean data assimilation system

(2021) Yosuke Fujii et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Forecasting the Indian Ocean Dipole With Deep Learning Techniques

(2021) Jun Liu et al.   GEOPHYSICAL RESEARCH LETTERS

ENSO Predictability over the Past 137 Years Based on a CESM Ensemble Prediction System

(2021) Ting Liu et al.   JOURNAL OF CLIMATE

Coupled data assimilation and parameter estimation in coupled ocean–atmosphere models: a review

(2020) Shaoqing Zhang et al.   CLIMATE DYNAMICS

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

(2020) Takeshi Doi et al.   GEOPHYSICAL RESEARCH LETTERS

The Canadian Seasonal to Interannual Prediction System Version 2 (CanSIPSv2)

(2020) Hai Lin et al.   WEATHER AND FORECASTING

Effects of Semistochastic Westerly Wind Bursts on ENSO Predictability

(2020) Xiaoxiao Tan et al.   GEOPHYSICAL RESEARCH LETTERS

Improving the ocean and atmosphere in a coupled ocean‐atmosphere model by assimilating satellite sea surface temperature and subsurface profile data

(2020) Qi Tang et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

A review of progress in coupled ocean-atmosphere model developments for ENSO studies in China

(2020) Rong-Hua Zhang et al.   Journal of Oceanology and Limnology

Emergent Constraint on the Frequency of Central Pacific El Niño Under Global Warming by the Equatorial Pacific Cold Tongue Bias in CMIP5/6 Models

(2020) Wenping Jiang et al.   GEOPHYSICAL RESEARCH LETTERS

Improvements of the Daily Optimum Interpolation Sea Surface Temperature (DOISST) Version 2.1

(2020) Boyin Huang et al.   JOURNAL OF CLIMATE

A New Ensemble‐Based Approach to Correct the Systematic Ocean Temperature Bias of CAS‐ESM‐C to Improve Its Simulation and Data Assimilation Abilities

(2020) Mengjiao Du et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

Seasonal predictions initialised by assimilating sea surface temperature observations with the EnKF

(2019) Yiguo Wang et al.   CLIMATE DYNAMICS

Deep learning for multi-year ENSO forecasts

(2019) Yoo-Geun Ham et al.   NATURE

A hindcast approach to diagnosing the equatorial Pacific cold tongue SST bias in CESM1

(2019) Angela Cheska Siongco et al.   JOURNAL OF CLIMATE

Improved SST-Precipitation Intraseasonal Relationships in the ECMWF Coupled Climate Reanalysis

(2018) Xiangbo Feng et al.   GEOPHYSICAL RESEARCH LETTERS

Skillful Climate Forecasts of the Tropical Indo-Pacific Ocean Using Model-Analogs

(2018) Hui Ding et al.   JOURNAL OF CLIMATE

A global coupled ensemble data assimilation system using the Community Earth System Model and the Data Assimilation Research Testbed

(2018) Alicia R. Karspeck et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Data assimilation in the geosciences: An overview of methods, issues, and perspectives

(2018) Alberto Carrassi et al.   Wiley Interdisciplinary Reviews-Climate Change

Statistical predictability of Niño indices for two types of ENSO

(2018) Hong-Li Ren et al.   CLIMATE DYNAMICS

Progress in ENSO prediction and predictability study

(2018) Youmin Tang et al.   National Science Review

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

(2017) Takeshi Doi et al.   JOURNAL OF CLIMATE

Mean Bias in Seasonal Forecast Model and ENSO Prediction Error

(2017) Seon Tae Kim et al.   Scientific Reports

Prediction of primary climate variability modes at the Beijing Climate Center

(2017) Hong-Li Ren et al.   Journal of Meteorological Research

Evaluation of ocean data assimilation in CAS-ESM-C: Constraining the SST field

(2016) Xiao Dong et al.   ADVANCES IN ATMOSPHERIC SCIENCES

Predictability of the Indian Ocean Dipole in the coupled models

(2016) Huafeng Liu et al.   CLIMATE DYNAMICS

Assessment of Madden–Julian oscillation simulations with various configurations of CESM

(2016) Xiaojing Li et al.   CLIMATE DYNAMICS

Forecast Comparison Based on Random Walks

(2016) Timothy DelSole et al.   MONTHLY WEATHER REVIEW

Assessment of the simulation of Indian Ocean Dipole in the CESM-Impacts of atmospheric physics and model resolution

(2016) Zhixiong Yao et al.   Journal of Advances in Modeling Earth Systems

The IOCAS intermediate coupled model (IOCAS ICM) and its real-time predictions of the 2015–2016 El Niño event

(2016) Rong-Hua Zhang et al.   Science Bulletin

Flow-dependent assimilation of sea surface temperature in isopycnal coordinates with the Norwegian Climate Prediction Model

(2016) François Counillon et al.   TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY

The prediction on the 2015/16 El Niño event from the perspective of FIO-ESM

(2015) Zhenya Song et al.   ACTA OCEANOLOGICA SINICA

Performance of the seasonal forecasting of the Asian summer monsoon by BCC_CSM1.1(m)

(2015) Xiangwen Liu et al.   ADVANCES IN ATMOSPHERIC SCIENCES

Origin and Impact of Initialization Shocks in Coupled Atmosphere–Ocean Forecasts*

(2015) David P. Mulholland et al.   MONTHLY WEATHER REVIEW

An assessment of the ENSO forecast skill of GEOS-5 system

(2014) Yoo-Geun Ham et al.   CLIMATE DYNAMICS

Impact of improved assimilation of temperature and salinity for coupled model seasonal forecasts

(2014) Mei Zhao et al.   CLIMATE DYNAMICS

The prediction of surface temperature in the new seasonal prediction system based on the MPI-ESM coupled climate model

(2014) J. Baehr et al.   CLIMATE DYNAMICS

On the Seasonal Forecasting of Regional Tropical Cyclone Activity

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

Impact of Atmosphere and Land Surface Initial Conditions on Seasonal Forecasts of Global Surface Temperature

(2014) Stefano Materia et al.   JOURNAL OF CLIMATE

A global perspective on CMIP5 climate model biases

(2014) Chunzai Wang et al.   Nature Climate Change

The Community Earth System Model: A Framework for Collaborative Research

(2013) James W. Hurrell et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

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

A comparison of full-field and anomaly initialization for seasonal to decadal climate prediction

(2013) Doug M. Smith et al.   CLIMATE DYNAMICS

Tropical Biases in CMIP5 Multimodel Ensemble: The Excessive Equatorial Pacific Cold Tongue and Double ITCZ Problems*

(2013) Gen Li et al.   JOURNAL OF CLIMATE

The NCEP Climate Forecast System Version 2

(2013) Suranjana Saha 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

Seasonal climate predictability and forecasting: status and prospects

(2013) Francisco J. Doblas-Reyes et al.   Wiley Interdisciplinary Reviews-Climate Change

ENSO diversity in the NCAR CCSM4 climate model

(2013) Antonietta Capotondi   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

EN4: Quality controlled ocean temperature and salinity profiles and monthly objective analyses with uncertainty estimates

(2013) Simon A. Good et al.   JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS

An assessment of oceanic variability for 1960–2010 from the GFDL ensemble coupled data assimilation

(2012) You-Soon Chang et al.   CLIMATE DYNAMICS

Evaluation of forecast strategies for seasonal and decadal forecasts in presence of systematic model errors

(2012) Linus Magnusson et al.   CLIMATE DYNAMICS

Impact of Salinity Constraints on the Simulated Mean State and Variability in a Coupled Seasonal Forecast Model

(2012) Mei Zhao et al.   MONTHLY WEATHER REVIEW

The Community Climate System Model Version 4

(2011) Peter R. Gent et al.   JOURNAL OF CLIMATE

ENSO and Pacific Decadal Variability in the Community Climate System Model Version 4

(2011) Clara Deser et al.   JOURNAL OF CLIMATE

Improved Sea Ice Shortwave Radiation Physics in CCSM4: The Impact of Melt Ponds and Aerosols on Arctic Sea Ice*

(2011) Marika M. Holland et al.   JOURNAL OF CLIMATE

The CCSM4 Ocean Component

(2011) Gokhan Danabasoglu et al.   JOURNAL OF CLIMATE

Ocean Initialization for Seasonal Forecasts

(2011) Magdalena Balmaseda et al.   OCEANOGRAPHY

The impact of atmospheric initialisation on seasonal prediction of tropical Pacific SST

(2010) Debra Hudson et al.   CLIMATE DYNAMICS

Further analysis of singular vector and ENSO predictability in the Lamont model—Part II: singular value and predictability

(2010) Yanjie Cheng et al.   CLIMATE DYNAMICS

Impact of atmosphere and sub-surface ocean data on decadal climate prediction

(2010) N. J. Dunstone et al.   GEOPHYSICAL RESEARCH LETTERS

An Inflated Ensemble Filter for Ocean Data Assimilation with a Biased Coupled GCM

(2010) S. Zhang et al.   MONTHLY WEATHER REVIEW

Assimilation of Argo temperature and salinity profiles using a bias-aware localized EnKF system for the Pacific Ocean

(2010) Ziwang Deng et al.   OCEAN MODELLING

The Data Assimilation Research Testbed: A Community Facility

(2009) Jeffrey Anderson et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Improvements in a half degree atmosphere/land version of the CCSM

(2009) Peter R. Gent et al.   CLIMATE DYNAMICS

Impact of initialization strategies and observations on seasonal forecast skill

(2009) M. Balmaseda et al.   GEOPHYSICAL RESEARCH LETTERS

Coupled Climate Simulation by Constraining Ocean Fields in a Coupled Model with Ocean Data

(2009) Yosuke Fujii et al.   JOURNAL OF CLIMATE

Current status of ENSO prediction skill in coupled ocean–atmosphere models

(2008) Emilia K. Jin et al.   CLIMATE DYNAMICS

Advance and prospectus of seasonal prediction: assessment of the APCC/CliPAS 14-model ensemble retrospective seasonal prediction (1980–2004)

(2008) Bin Wang et al.   CLIMATE DYNAMICS

A Comparison of Climate Prediction and Simulation over the Tropical Pacific

(2008) Vasubandhu Misra et al.   JOURNAL OF CLIMATE