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Title: Recommendations for the Implementation of the LASSO Workflow

Abstract

The U. S. Department of Energy (DOE) Atmospheric Radiation Measurement (ARM) Research Fa-cility began a pilot project in May 2015 to design a routine, high-resolution modeling capability to complement ARM’s extensive suite of measurements. This modeling capability, envisioned in the ARM Decadal Vision (U.S. Department of Energy 2014), subsequently has been named the Large-Eddy Simu-lation (LES) ARM Symbiotic Simulation and Observation (LASSO) project, and it has an initial focus of shallow convection at the ARM Southern Great Plains (SGP) atmospheric observatory. This report documents the recommendations resulting from the pilot project to be considered by ARM for imple-mentation into routine operations. During the pilot phase, LASSO has evolved from the initial vision outlined in the pilot project white paper (Gustafson and Vogelmann 2015) to what is recommended in this report. Further details on the overall LASSO project are available at https://www.arm.gov/capabilities/modeling/lasso. Feedback regarding LASSO and the recommendations in this report can be directed to William Gustafson, the project principal investigator (PI), and Andrew Vogelmann, the co-principal investigator (Co-PI), via lasso@arm.gov.

Authors:
 [1];  [2];  [3];  [2];  [4];  [5];  [2];  [1]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  2. Brookhaven National Lab. (BNL), Upton, NY (United States)
  3. National University of Defense Technology, China
  4. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
  5. California Inst. of Technology (CalTech), La Canada Flintridge, CA (United States). Jet Propulsion Lab.; University of California, Los Angeles
Publication Date:
Research Org.:
DOE Office of Science Atmospheric Radiation Measurement (ARM) Program (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER) (SC-23)
Contributing Org.:
National University of Defense Technology, China; University of California, Los Angeles; Jet Propulsion Laboratory, California Institute of Technology
OSTI Identifier:
1406259
Report Number(s):
DOE/SC-ARM-17-031
DOE Contract Number:
AC05-7601830
Resource Type:
Technical Report
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; Southern Great Plains, Large-Eddy Simulation ARM Symbiotic Simulation and Observation, LASSO

Citation Formats

Gustafson, William I, Vogelmann, Andrew M, Cheng, Xiaoping, Endo, Satoshi, Krishna, Bhargavi, Li, Zhijin, Toto, Tami, and Xiao, Heng. Recommendations for the Implementation of the LASSO Workflow. United States: N. p., 2017. Web. doi:10.2172/1406259.
Gustafson, William I, Vogelmann, Andrew M, Cheng, Xiaoping, Endo, Satoshi, Krishna, Bhargavi, Li, Zhijin, Toto, Tami, & Xiao, Heng. Recommendations for the Implementation of the LASSO Workflow. United States. doi:10.2172/1406259.
Gustafson, William I, Vogelmann, Andrew M, Cheng, Xiaoping, Endo, Satoshi, Krishna, Bhargavi, Li, Zhijin, Toto, Tami, and Xiao, Heng. Wed . "Recommendations for the Implementation of the LASSO Workflow". United States. doi:10.2172/1406259. https://www.osti.gov/servlets/purl/1406259.
@article{osti_1406259,
title = {Recommendations for the Implementation of the LASSO Workflow},
author = {Gustafson, William I and Vogelmann, Andrew M and Cheng, Xiaoping and Endo, Satoshi and Krishna, Bhargavi and Li, Zhijin and Toto, Tami and Xiao, Heng},
abstractNote = {The U. S. Department of Energy (DOE) Atmospheric Radiation Measurement (ARM) Research Fa-cility began a pilot project in May 2015 to design a routine, high-resolution modeling capability to complement ARM’s extensive suite of measurements. This modeling capability, envisioned in the ARM Decadal Vision (U.S. Department of Energy 2014), subsequently has been named the Large-Eddy Simu-lation (LES) ARM Symbiotic Simulation and Observation (LASSO) project, and it has an initial focus of shallow convection at the ARM Southern Great Plains (SGP) atmospheric observatory. This report documents the recommendations resulting from the pilot project to be considered by ARM for imple-mentation into routine operations. During the pilot phase, LASSO has evolved from the initial vision outlined in the pilot project white paper (Gustafson and Vogelmann 2015) to what is recommended in this report. Further details on the overall LASSO project are available at https://www.arm.gov/capabilities/modeling/lasso. Feedback regarding LASSO and the recommendations in this report can be directed to William Gustafson, the project principal investigator (PI), and Andrew Vogelmann, the co-principal investigator (Co-PI), via lasso@arm.gov.},
doi = {10.2172/1406259},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Wed Nov 15 00:00:00 EST 2017},
month = {Wed Nov 15 00:00:00 EST 2017}
}

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