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    Source: Monthly Weather Review:;2009:;volume( 138 ):;issue: 004:;page 1494
    Author(s): Kumar, Arun
    Publisher: American Meteorological Society
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    Dynamic Normal-Mode Initialization for Limited-Area Models: Generalization and Application 

    Source: Monthly Weather Review:;1994:;volume( 122 ):;issue: 006:;page 1351
    Author(s): Kumar, Arun
    Publisher: American Meteorological Society
    Abstract: For the dynamic normal-mode initialization (DNMI) procedure used in the initialization of the limited-area models, it is shown that it does not succeed in initializing higher vertical modes. An improved initialization ...
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    Finite Samples and Uncertainty Estimates for Skill Measures for Seasonal Prediction 

    Source: Monthly Weather Review:;2009:;volume( 137 ):;issue: 008:;page 2622
    Author(s): Kumar, Arun
    Publisher: American Meteorological Society
    Abstract: The expected value for various measures of skill for seasonal climate predictions is determined by the signal-to-noise ratio. The expected value, however, is only realized for long verification time series. In practice, ...
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    On the Interpretation and Utility of Skill Information for Seasonal Climate Predictions 

    Source: Monthly Weather Review:;2007:;volume( 135 ):;issue: 005:;page 1974
    Author(s): Kumar, Arun
    Publisher: American Meteorological Society
    Abstract: In recent years, there has been a steady increase in the emphasis on routine seasonal climate predictions and their potential for enhancing societal benefits and mitigating losses related to climate extremes. It is also ...
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    A Comparative Analysis of Change in the First and Second Moment of the PDF of Seasonal Mean 200-mb Heights with ENSO SSTs 

    Source: Journal of Climate:;2009:;volume( 022 ):;issue: 006:;page 1412
    Author(s): Jha, Bhaskar; Kumar, Arun
    Publisher: American Meteorological Society
    Abstract: Based on simulations from nine different atmospheric general circulation models (AGCMs), a comparative assessment of the influence of ENSO SST variability on the first and second moment of the probability density function ...
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    Comparative Influence of Snow and SST Variability on Extratropical Climate in Northern Winter 

    Source: Journal of Climate:;2003:;volume( 016 ):;issue: 013:;page 2248
    Author(s): Kumar, Arun; Yang, Fanglin
    Publisher: American Meteorological Society
    Abstract: In this study the influence of snow on atmospheric seasonal mean variability in the extratropical latitudes during boreal winter was studied. The motivation for this analysis was to understand the characteristics of ...
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    A Large Ensemble Analysis of the Influence of Tropical SSTs on Seasonal Atmospheric Variability 

    Source: Journal of Climate:;2005:;volume( 018 ):;issue: 007:;page 1068
    Author(s): Peng, Peitao; Kumar, Arun
    Publisher: American Meteorological Society
    Abstract: Based on a 40-member ensemble for the January?March (JFM) seasonal mean for the 1980?2000 period using an atmospheric general circulation model (AGCM), interannual variability in the first and second moments of probability ...
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    An Oceanic Heat Content–Based Definition for the Pacific Decadal Oscillation 

    Source: Monthly Weather Review:;2016:;volume( 144 ):;issue: 010:;page 3977
    Author(s): Kumar, Arun; Wen, Caihong
    Publisher: American Meteorological Society
    Abstract: ased on the variability of heat content in the upper 300 m of the ocean (HC300), the feasibility of defining an index of Pacific decadal oscillation (PDO) is explored. The motivation for defining the PDO index on HC300 ...
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    Inherent Predictability, Requirements on the Ensemble Size, and Complementarity 

    Source: Monthly Weather Review:;2015:;volume( 143 ):;issue: 008:;page 3192
    Author(s): Kumar, Arun; Chen, Mingyue
    Publisher: American Meteorological Society
    Abstract: aced with the scenario when prediction skill is low, particularly in conjunction with long-range predictions, a commonly proposed solution is that an increase in ensemble size will rectify the issue of low skill. Although ...
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    A Comparison of the Atmospheric Response to ENSO in Coupled and Uncoupled Model Simulations 

    Source: Monthly Weather Review:;2009:;volume( 137 ):;issue: 001:;page 479
    Author(s): Jha, Bhaskar; Kumar, Arun
    Publisher: American Meteorological Society
    Abstract: In the Atmospheric Model Intercomparison Project (AMIP) simulations the sea surface temperatures (SSTs) are specified and the oceanic evolution consistent with air?sea interaction is not included. This omission could lead ...
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