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Title: Alpha1 LASSO data bundles Lamont, OK

A data bundle is a unified package consisting of LASSO LES input and output, observations, evaluation diagnostics, and model skill scores. LES input includes 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:
; ; ; ; ; ; ;
Publication Date:
DOE Contract Number:
DE-AC05-00OR22725
Product Type:
Dataset
Research Org(s):
Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US)
Collaborations:
PNL, BNL,ANL,ORNL
Sponsoring Org:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Subject:
54 Environmental Sciences; ARM; LASSO; Data bundles; LES output; Coincident observations; Model diagnostics; Model skill scores, Metrics
OSTI Identifier:
1256454

Gustafson, William Jr, Vogelmann, Andrew, Endo, Satoshi, Toto, Tami, Xiao, Heng, Li, Zhijin, Cheng, Xiaoping, and Krishna, Bhargavi. Alpha1 LASSO data bundles Lamont, OK. United States: N. p., Web. doi:10.5439/1256454.
Gustafson, William Jr, Vogelmann, Andrew, Endo, Satoshi, Toto, Tami, Xiao, Heng, Li, Zhijin, Cheng, Xiaoping, & Krishna, Bhargavi. Alpha1 LASSO data bundles Lamont, OK. United States. doi:10.5439/1256454.
Gustafson, William Jr, Vogelmann, Andrew, Endo, Satoshi, Toto, Tami, Xiao, Heng, Li, Zhijin, Cheng, Xiaoping, and Krishna, Bhargavi. 2016. "Alpha1 LASSO data bundles Lamont, OK". United States. doi:10.5439/1256454. https://www.osti.gov/servlets/purl/1256454.
@misc{osti_1256454,
title = {Alpha1 LASSO data bundles Lamont, OK},
author = {Gustafson, William Jr and Vogelmann, Andrew and Endo, Satoshi and Toto, Tami and Xiao, Heng and Li, Zhijin and Cheng, Xiaoping and Krishna, Bhargavi},
abstractNote = {A data bundle is a unified package consisting of LASSO LES input and output, observations, evaluation diagnostics, and model skill scores. LES input includes 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 = {10.5439/1256454},
year = {2016},
month = {8} }
  1. ARM focuses on obtaining continuous measurements—supplemented by field campaigns—and providing data products that promote the advancement of climate models. ARM data include routine data products, value-added products (VAPs), field campaign data, complementary external data products from collaborating programs, and data contributed by ARM principal investigators for use by the scientific community. Data quality reports, graphical displays of data availability/quality, and data plots are also available from the ARM Data Center. Serving users worldwide, the ARM Data Center collects and archives approximately 20 terabytes of data per month. Datastreams are generally available for download within 48 hours.
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