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Indian summer monsoon variability forecasts in the North American multimodel ensemble

Journal Article · · Climate Dynamics
 [1];  [2];  [2]
  1. George Mason Univ., Fairfax, VA (United States); DOE/OSTI
  2. George Mason Univ., Fairfax, VA (United States). Center for Ocean-Land-Atmosphere Studies
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The representation of the seasonal mean and interannual variability of the Indian summer monsoon rainfall (ISMR) in nine global ocean-atmosphere coupled models that participated in the North American Multimodal Ensemble (NMME) phase 1 (NMME:1), and in nine global ocean-atmosphere coupled models participating in the NMME phase 2 (NMME:2) from 1982–2009, is evaluated over the Indo-Pacific domain with May initial conditions. The multi-model ensemble (MME) represents the Indian monsoon rainfall with modest skill and systematic biases. There is no significant improvement in the seasonal forecast skill or interannual variability of ISMR in NMME:2 as compared to NMME:1. The NMME skillfully predicts seasonal mean sea surface temperature (SST) and some of the teleconnections with seasonal mean rainfall. However, the SST-rainfall teleconnections are stronger in the NMME than observed. The NMME is not able to capture the extremes of seasonal mean rainfall and the simulated Indian Ocean-monsoon teleconnections are opposite to what are observed.
Research Organization:
George Mason Univ., Fairfax, VA (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
Grant/Contract Number:
FG02-00ER41132
OSTI ID:
1623607
Journal Information:
Climate Dynamics, Journal Name: Climate Dynamics Journal Issue: 12 Vol. 53; ISSN 0930-7575
Publisher:
Springer-VerlagCopyright Statement
Country of Publication:
United States
Language:
English

References (62)

Some aspects of the large scale fluctuations of summer monsoon rainfall over India in relation to fluctuations in the planetary and regional scale circulation parameters journal July 1980
Intercomparison of the climatological variations of Asian summer monsoon precipitation simulated by 10 GCMs journal August 2002
How accurately do coupled climate models predict the leading modes of Asian-Australian monsoon interannual variability? journal October 2007
Indian summer monsoon rainfall variability in global coupled ocean-atmospheric models journal September 2009
The Asian summer monsoon: an intercomparison of CMIP5 vs. CMIP3 simulations of the late 20th century journal December 2012
Role of ocean–atmosphere interaction on northward propagation of Indian summer monsoon intra-seasonal oscillations (MISO) journal July 2013
Sampling variability and the changing ENSO–monsoon relationship journal August 2016
Monsoon precipitation in the AMIP runs journal July 1998
Sensitivity of the Indian monsoon to forcing parameters and implications for its evolution journal December 1992
Coupled ocean–atmosphere dynamics in the Indian Ocean during 1997–98 journal September 1999
Dominant control of the South Asian monsoon by orographic insulation versus plateau heating journal January 2010
Berechnung Des Erfolges Und Der Güte Der Windstärkevorhersagen Im Sturmwarnungsdienst journal December 1926
Unraveling the Mystery of Indian Monsoon Failure During El Nino journal October 2006
On the Weakening Relationship Between the Indian Monsoon and ENSO journal June 1999
Representing Model Uncertainty in Weather and Climate Prediction journal May 2005
The Role of Mountains in the South Asian Monsoon Circulation journal August 1975
CORRELATION IN SEASONAL VARIATIONS OF WEATHER—A FURTHER STUDY OF WORLD WEATHER 1 journal June 1925
Differing Estimates of Observed Bangladesh Summer Rainfall journal October 2008
Relation between Indian Monsoon Variability and SST journal September 2009
A Comparison of the ECMWF, MSC, and NCEP Global Ensemble Prediction Systems journal May 2005
Potential predictability of I ndian summer monsoon rainfall in NCEP CFSv2 journal January 2016
Prediction and predictability of land and atmosphere initialized CCSM4 climate forecasts over North America journal November 2016
Some aspects of an association between the southern oscillation and indian summer monsoon journal September 1981
Some aspects of the large scale fluctuations of summer monsoon rainfall over India in relation to fluctuations in the planetary and regional scale circulation parameters journal July 1980
The CLIVAR C20C project: which components of the Asian–Australian monsoon circulation variations are forced and reproducible? journal December 2008
Evaluation of the ENSEMBLES multi-model seasonal forecasts of Indian summer monsoon variability journal April 2011
Challenges posed by and approaches to the study of seasonal-to-decadal climate variability journal November 2006
The satellite-determined thermal structure of heat low during Indian south-west monsoon season journal January 1985
Impact of the Indian Ocean dipole on the relationship between the Indian monsoon rainfall and ENSO journal December 2001
Role of Asian and African orography in Indian summer monsoon: OROGRAPHY AND INDIAN SUMMER MONSOON journal October 2002
Ensembles-based predictions of climate changes and their impacts journal December 2004
Extremes of the Indian summer monsoon rainfall, ENSO and equatorial Indian Ocean oscillation: EXTREMES OF INDIAN SUMMER MONSOON RAINFALL journal June 2004
Observational relationships between aerosol and Asian monsoon rainfall, and circulation journal January 2006
Inter-annual relationship between Atlantic sea surface temperature anomalies and Indian summer monsoon journal January 2008
Monsoons: Processes, predictability, and the prospects for prediction journal June 1998
Anthropogenic Aerosols and the Weakening of the South Asian Summer Monsoon journal September 2011
Modeling Interannual Variations of Summer Monsoons journal May 1992
An Improved In Situ and Satellite SST Analysis for Climate journal July 2002
Atmosphere–Warm Ocean Interaction and Its Impacts on Asian–Australian Monsoon Variation* journal April 2003
Ensemble Simulations of Asian–Australian Monsoon Variability by 11 AGCMs* journal February 2004
The Summer Atmospheric Circulation over the Arabian Sea journal March 1966
An Apparent Relationship between Eurasian Snow Cover and Indian Monsoon Rainfall journal December 1976
The Global Precipitation Climatology Project (GPCP) Combined Precipitation Dataset journal January 1997
Global Precipitation: A 17-Year Monthly Analysis Based on Gauge Observations, Satellite Estimates, and Numerical Model Outputs journal November 1997
CORRELATION IN SEASONAL VARIATIONS OF WEATHER—A FURTHER STUDY OF WORLD WEATHER 1 journal June 1925
The Relationship Between Eastern Equatorial Pacific Sea Surface Temperatures and Rainfall over India and Sri Lanka journal March 1983
The Southern Oscillation and Long-Range Forecasting of the Summer Monsoon Rainfall over India journal September 1983
Empirical Prediction of the Summer Monsoon Rainfall over India journal March 1987
Tibetan Plateau Forcing and the Timing of the Monsoon Onset over South Asia and the South China Sea journal April 1998
Differing Estimates of Observed Bangladesh Summer Rainfall journal October 2008
Relation between Indian Monsoon Variability and SST journal September 2009
Multimodel Ensemble ENSO Prediction with CCSM and CFS journal September 2009
Development of a European Multimodel Ensemble System for Seasonal-To-Interannual Prediction (Demeter) journal June 2004
The North American Multimodel Ensemble: Phase-1 Seasonal-to-Interannual Prediction; Phase-2 toward Developing Intraseasonal Prediction journal April 2014
The NCEP Climate Forecast System Version 2 journal March 2014
On the Seasonal Forecasting of Regional Tropical Cyclone Activity journal November 2014
GFDL's CM2 Global Coupled Climate Models. Part I: Formulation and Simulation Characteristics journal March 2006
The NCEP Climate Forecast System journal August 2006
The Canadian Seasonal to Interannual Prediction System. Part I: Models and Initialization journal August 2013
A Comparison of the ECMWF, MSC, and NCEP Global Ensemble Prediction Systems journal May 2005
Retrospective Forecasts of Interannual Sea Surface Temperature Anomalies from 1982 to Present Using a Directly Coupled Atmosphere–Ocean General Circulation Model journal October 2005
Seasonal Heating of the Tibetan Plateau and Its Effects on the Evolution of the Asian Summer Monsoon [チベット高原における加熱量の季節変化とその夏季アジアモンスーンに及ぼす影響] journal January 1992

Cited By (1)

Probabilistic predictions of the Indian monsoon rainfall in below-normal category using NMME global model products journal September 2018

Figures / Tables (16)

Table 1(p. 3)table Table 1
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Related Subjects

54 ENVIRONMENTAL SCIENCES
Indian Monsoon
Interannual variability
Meteorology & Atmospheric Sciences
telecommunications