LASSO Data Bundles

Gustafson, William Jr; Vogelmann, Andrew; Cheng, Xiaoping; Endo, Satoshi; Krishna, Bhargavi; Li, Zhijin; Toto, Tami; Xiao, Heng; Johnson, Karen

doi:10.5439/1342961

Title: LASSO Data Bundles

Dataset
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Abstract

The Alpha 2 release is the second release from the LASSO Pilot Phase that builds upon the Alpha 1 release. Alpha 2 contains additional diagnostics in the data bundles and focuses on cases from spring-summer 2016. A data bundle is a unified package consisting of LASSO LES input and output, observations, evaluation diagnostics, and model skill scores. LES input include model configuration information and forcing data. LES output includes profile statistics and full domain fields of cloud and environmental variables. Model evaluation data consists of LES output and ARM observations co-registered on the same grid and sampling frequency. Model performance is quantified by skill scores and diagnostics in terms of cloud and environmental variables.

Authors:: Gustafson, William Jr; Vogelmann, Andrew; Cheng, Xiaoping; Endo, Satoshi; Krishna, Bhargavi; Li, Zhijin; Toto, Tami; Xiao, Heng; Johnson, Karen

Publication Date:: 2017-09-10

DOE Contract Number:: DE-AC05-00OR22725

Research Org.:: Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Atmospheric Radiation Measurement (ARM) Archive; Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Atmospheric Radiation Measurement (ARM) Data Center

Sponsoring Org.:: USDOE Office of Science (SC), Biological and Environmental Research (BER)

Collaborations:: PNL, BNL,ANL,ORNL

Subject:: 54 Environmental Sciences

Keywords:: ARM; LASSO; data bundles; LES output; coincident observations; model diagnostics; model skill scores; metrics

OSTI Identifier:: 1342961

DOI:: https://doi.org/10.5439/1342961

Citation Formats


                    Gustafson, William Jr, Vogelmann, Andrew, Cheng, Xiaoping, Endo, Satoshi, Krishna, Bhargavi, Li, Zhijin, Toto, Tami, Xiao, Heng, and Johnson, Karen. LASSO Data Bundles.  United States: N. p., 2017. 
        Web.  doi:10.5439/1342961.

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                    Gustafson, William Jr, Vogelmann, Andrew, Cheng, Xiaoping, Endo, Satoshi, Krishna, Bhargavi, Li, Zhijin, Toto, Tami, Xiao, Heng, & Johnson, Karen. LASSO Data Bundles.  United States.  doi:https://doi.org/10.5439/1342961

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                    Gustafson, William Jr, Vogelmann, Andrew, Cheng, Xiaoping, Endo, Satoshi, Krishna, Bhargavi, Li, Zhijin, Toto, Tami, Xiao, Heng, and Johnson, Karen. 2017.  
"LASSO Data Bundles".  United States.  doi:https://doi.org/10.5439/1342961.  https://www.osti.gov/servlets/purl/1342961. Pub date:Sun Sep 10 00:00:00 EDT 2017

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@article{osti_1342961,

  title        = {LASSO Data Bundles},

  author       = {Gustafson, William Jr and Vogelmann, Andrew and Cheng, Xiaoping and Endo, Satoshi and Krishna, Bhargavi and Li, Zhijin and Toto, Tami and Xiao, Heng and Johnson, Karen},

  abstractNote = {The Alpha 2 release is the second release from the LASSO Pilot Phase that builds upon the Alpha 1 release. Alpha 2 contains additional diagnostics in the data bundles and focuses on cases from spring-summer 2016. A data bundle is a unified package consisting of LASSO LES input and output, observations, evaluation diagnostics, and model skill scores. LES input include model configuration information and forcing data. LES output includes profile statistics and full domain fields of cloud and environmental variables. Model evaluation data consists of LES output and ARM observations co-registered on the same grid and sampling frequency. Model performance is quantified by skill scores and diagnostics in terms of cloud and environmental variables.},

  doi          = {10.5439/1342961},

  journal      = {},

  number       = ,

  volume       = ,

  place        = {United States},

  year         = {2017},

  month        = {9}

}

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DOI: https://doi.org/10.5439/1342961

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