The Second Wind Forecast Improvement Project (WFIP2): Observational Field Campaign

The science of wind energy forecasting has taken a leap forward with the unique meteorological observations gathered in complex terrain during the Second Wind Forecast Improvement Project (WFIP2). The Second Wind Forecast Improvement Project (WFIP2) is a U.S. Department of Energy (DOE) and National...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Bulletin of the American Meteorological Society 2019-09, Vol.100 (9)
Hauptverfasser: Wilczak, James M., Stoelinga, Mark, Berg, Larry K., Sharp, Justin, Draxl, Caroline, McCaffrey, Katherine, Banta, Robert M., Bianco, Laura, Djalalova, Irina, Lundquist, Julie K., Muradyan, Paytsar, Choukulkar, Aditya, Leo, Laura, Bonin, Timothy, Pichugina, Yelena, Eckman, Richard, Long, Charles N., Lantz, Kathleen, Worsnop, Rochelle P., Bickford, Jim, Bodini, Nicola, Chand, Duli, Clifton, Andrew, Cline, Joel, Cook, David R., Fernando, Harindra J. S., Friedrich, Katja, Krishnamurthy, Raghavendra, Marquis, Melinda, McCaa, Jim, Olson, Joseph B., Otarola-Bustos, Sebastian, Scott, George, Shaw, William J., Wharton, Sonia, White, Allen B.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 9
container_start_page
container_title Bulletin of the American Meteorological Society
container_volume 100
creator Wilczak, James M.
Stoelinga, Mark
Berg, Larry K.
Sharp, Justin
Draxl, Caroline
McCaffrey, Katherine
Banta, Robert M.
Bianco, Laura
Djalalova, Irina
Lundquist, Julie K.
Muradyan, Paytsar
Choukulkar, Aditya
Leo, Laura
Bonin, Timothy
Pichugina, Yelena
Eckman, Richard
Long, Charles N.
Lantz, Kathleen
Worsnop, Rochelle P.
Bickford, Jim
Bodini, Nicola
Chand, Duli
Clifton, Andrew
Cline, Joel
Cook, David R.
Fernando, Harindra J. S.
Friedrich, Katja
Krishnamurthy, Raghavendra
Marquis, Melinda
McCaa, Jim
Olson, Joseph B.
Otarola-Bustos, Sebastian
Scott, George
Shaw, William J.
Wharton, Sonia
White, Allen B.
description The science of wind energy forecasting has taken a leap forward with the unique meteorological observations gathered in complex terrain during the Second Wind Forecast Improvement Project (WFIP2). The Second Wind Forecast Improvement Project (WFIP2) is a U.S. Department of Energy (DOE) and National Oceanic and Atmospheric Administration (NOAA) funded program, with private-sector and university partners, which aims to improve the accuracy of numerical weather prediction (NWP) model forecasts of wind speed in complex terrain for wind energy applications. A core component of WFIP2 was an 18-month field campaign which took place in the U.S. Pacific Northwest between October 2015 and March 2017. A large suite of instrumentation was deployed in a series of telescoping arrays, ranging from 500 km across to a densely instrumented 2 x 2 km area similar in size to a high-resolution NWP model grid cell. Observations from these instruments are being used to improve our understanding of the meteorological phenomena that affect wind energy production in complex terrain, and to evaluate and improve model physical parameterization schemes. We present several brief case studies using these observations to describe phenomena that are routinely difficult to forecast, including wintertime cold pools, diurnally driven gap flows, and mountain waves/wakes. Observing system and data product improvements developed during WFIP2 are also described.
doi_str_mv 10.1175/BAMS-D-18-0035.1
format Article
fullrecord <record><control><sourceid>osti</sourceid><recordid>TN_cdi_osti_scitechconnect_1570414</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1570414</sourcerecordid><originalsourceid>FETCH-osti_scitechconnect_15704143</originalsourceid><addsrcrecordid>eNqNTUsPATEYbITEetwdGycOpZ_dTcXNa8NBCBJHqfpQ2W1l2_j9KvEDXGYyj8wQ0gE-ABDpcDbdHNiCwZhxHqcDqJAI0hFnPBGiSiIe3JBwUScN555fGY8hIvvjA-kBlTVXetIBMluiks7TdfEq7RsLNJ7uSvtE5WnvlK13o_6Ebi8Oy7f02hqZ00xjfqVzWbykvpsWqd1k7rD94ybpZsvjfMWs8_rslPaoHuHQhMUzpIInkMR_lT4uG0R_</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>The Second Wind Forecast Improvement Project (WFIP2): Observational Field Campaign</title><source>Jstor Complete Legacy</source><source>American Meteorological Society</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Wilczak, James M. ; Stoelinga, Mark ; Berg, Larry K. ; Sharp, Justin ; Draxl, Caroline ; McCaffrey, Katherine ; Banta, Robert M. ; Bianco, Laura ; Djalalova, Irina ; Lundquist, Julie K. ; Muradyan, Paytsar ; Choukulkar, Aditya ; Leo, Laura ; Bonin, Timothy ; Pichugina, Yelena ; Eckman, Richard ; Long, Charles N. ; Lantz, Kathleen ; Worsnop, Rochelle P. ; Bickford, Jim ; Bodini, Nicola ; Chand, Duli ; Clifton, Andrew ; Cline, Joel ; Cook, David R. ; Fernando, Harindra J. S. ; Friedrich, Katja ; Krishnamurthy, Raghavendra ; Marquis, Melinda ; McCaa, Jim ; Olson, Joseph B. ; Otarola-Bustos, Sebastian ; Scott, George ; Shaw, William J. ; Wharton, Sonia ; White, Allen B.</creator><creatorcontrib>Wilczak, James M. ; Stoelinga, Mark ; Berg, Larry K. ; Sharp, Justin ; Draxl, Caroline ; McCaffrey, Katherine ; Banta, Robert M. ; Bianco, Laura ; Djalalova, Irina ; Lundquist, Julie K. ; Muradyan, Paytsar ; Choukulkar, Aditya ; Leo, Laura ; Bonin, Timothy ; Pichugina, Yelena ; Eckman, Richard ; Long, Charles N. ; Lantz, Kathleen ; Worsnop, Rochelle P. ; Bickford, Jim ; Bodini, Nicola ; Chand, Duli ; Clifton, Andrew ; Cline, Joel ; Cook, David R. ; Fernando, Harindra J. S. ; Friedrich, Katja ; Krishnamurthy, Raghavendra ; Marquis, Melinda ; McCaa, Jim ; Olson, Joseph B. ; Otarola-Bustos, Sebastian ; Scott, George ; Shaw, William J. ; Wharton, Sonia ; White, Allen B. ; National Renewable Energy Lab. (NREL), Golden, CO (United States) ; Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)</creatorcontrib><description>The science of wind energy forecasting has taken a leap forward with the unique meteorological observations gathered in complex terrain during the Second Wind Forecast Improvement Project (WFIP2). The Second Wind Forecast Improvement Project (WFIP2) is a U.S. Department of Energy (DOE) and National Oceanic and Atmospheric Administration (NOAA) funded program, with private-sector and university partners, which aims to improve the accuracy of numerical weather prediction (NWP) model forecasts of wind speed in complex terrain for wind energy applications. A core component of WFIP2 was an 18-month field campaign which took place in the U.S. Pacific Northwest between October 2015 and March 2017. A large suite of instrumentation was deployed in a series of telescoping arrays, ranging from 500 km across to a densely instrumented 2 x 2 km area similar in size to a high-resolution NWP model grid cell. Observations from these instruments are being used to improve our understanding of the meteorological phenomena that affect wind energy production in complex terrain, and to evaluate and improve model physical parameterization schemes. We present several brief case studies using these observations to describe phenomena that are routinely difficult to forecast, including wintertime cold pools, diurnally driven gap flows, and mountain waves/wakes. Observing system and data product improvements developed during WFIP2 are also described.</description><identifier>ISSN: 0003-0007</identifier><identifier>EISSN: 1520-0477</identifier><identifier>DOI: 10.1175/BAMS-D-18-0035.1</identifier><language>eng</language><publisher>United States: American Meteorological Society</publisher><subject>atmospheric flow ; cold pools ; Columbia River Gorge ; complex terrain ; HRRR ; mountain waves ; WFIP2 ; WIND ENERGY</subject><ispartof>Bulletin of the American Meteorological Society, 2019-09, Vol.100 (9)</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.osti.gov/biblio/1570414$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Wilczak, James M.</creatorcontrib><creatorcontrib>Stoelinga, Mark</creatorcontrib><creatorcontrib>Berg, Larry K.</creatorcontrib><creatorcontrib>Sharp, Justin</creatorcontrib><creatorcontrib>Draxl, Caroline</creatorcontrib><creatorcontrib>McCaffrey, Katherine</creatorcontrib><creatorcontrib>Banta, Robert M.</creatorcontrib><creatorcontrib>Bianco, Laura</creatorcontrib><creatorcontrib>Djalalova, Irina</creatorcontrib><creatorcontrib>Lundquist, Julie K.</creatorcontrib><creatorcontrib>Muradyan, Paytsar</creatorcontrib><creatorcontrib>Choukulkar, Aditya</creatorcontrib><creatorcontrib>Leo, Laura</creatorcontrib><creatorcontrib>Bonin, Timothy</creatorcontrib><creatorcontrib>Pichugina, Yelena</creatorcontrib><creatorcontrib>Eckman, Richard</creatorcontrib><creatorcontrib>Long, Charles N.</creatorcontrib><creatorcontrib>Lantz, Kathleen</creatorcontrib><creatorcontrib>Worsnop, Rochelle P.</creatorcontrib><creatorcontrib>Bickford, Jim</creatorcontrib><creatorcontrib>Bodini, Nicola</creatorcontrib><creatorcontrib>Chand, Duli</creatorcontrib><creatorcontrib>Clifton, Andrew</creatorcontrib><creatorcontrib>Cline, Joel</creatorcontrib><creatorcontrib>Cook, David R.</creatorcontrib><creatorcontrib>Fernando, Harindra J. S.</creatorcontrib><creatorcontrib>Friedrich, Katja</creatorcontrib><creatorcontrib>Krishnamurthy, Raghavendra</creatorcontrib><creatorcontrib>Marquis, Melinda</creatorcontrib><creatorcontrib>McCaa, Jim</creatorcontrib><creatorcontrib>Olson, Joseph B.</creatorcontrib><creatorcontrib>Otarola-Bustos, Sebastian</creatorcontrib><creatorcontrib>Scott, George</creatorcontrib><creatorcontrib>Shaw, William J.</creatorcontrib><creatorcontrib>Wharton, Sonia</creatorcontrib><creatorcontrib>White, Allen B.</creatorcontrib><creatorcontrib>National Renewable Energy Lab. (NREL), Golden, CO (United States)</creatorcontrib><creatorcontrib>Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)</creatorcontrib><title>The Second Wind Forecast Improvement Project (WFIP2): Observational Field Campaign</title><title>Bulletin of the American Meteorological Society</title><description>The science of wind energy forecasting has taken a leap forward with the unique meteorological observations gathered in complex terrain during the Second Wind Forecast Improvement Project (WFIP2). The Second Wind Forecast Improvement Project (WFIP2) is a U.S. Department of Energy (DOE) and National Oceanic and Atmospheric Administration (NOAA) funded program, with private-sector and university partners, which aims to improve the accuracy of numerical weather prediction (NWP) model forecasts of wind speed in complex terrain for wind energy applications. A core component of WFIP2 was an 18-month field campaign which took place in the U.S. Pacific Northwest between October 2015 and March 2017. A large suite of instrumentation was deployed in a series of telescoping arrays, ranging from 500 km across to a densely instrumented 2 x 2 km area similar in size to a high-resolution NWP model grid cell. Observations from these instruments are being used to improve our understanding of the meteorological phenomena that affect wind energy production in complex terrain, and to evaluate and improve model physical parameterization schemes. We present several brief case studies using these observations to describe phenomena that are routinely difficult to forecast, including wintertime cold pools, diurnally driven gap flows, and mountain waves/wakes. Observing system and data product improvements developed during WFIP2 are also described.</description><subject>atmospheric flow</subject><subject>cold pools</subject><subject>Columbia River Gorge</subject><subject>complex terrain</subject><subject>HRRR</subject><subject>mountain waves</subject><subject>WFIP2</subject><subject>WIND ENERGY</subject><issn>0003-0007</issn><issn>1520-0477</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNqNTUsPATEYbITEetwdGycOpZ_dTcXNa8NBCBJHqfpQ2W1l2_j9KvEDXGYyj8wQ0gE-ABDpcDbdHNiCwZhxHqcDqJAI0hFnPBGiSiIe3JBwUScN555fGY8hIvvjA-kBlTVXetIBMluiks7TdfEq7RsLNJ7uSvtE5WnvlK13o_6Ebi8Oy7f02hqZ00xjfqVzWbykvpsWqd1k7rD94ybpZsvjfMWs8_rslPaoHuHQhMUzpIInkMR_lT4uG0R_</recordid><startdate>20190901</startdate><enddate>20190901</enddate><creator>Wilczak, James M.</creator><creator>Stoelinga, Mark</creator><creator>Berg, Larry K.</creator><creator>Sharp, Justin</creator><creator>Draxl, Caroline</creator><creator>McCaffrey, Katherine</creator><creator>Banta, Robert M.</creator><creator>Bianco, Laura</creator><creator>Djalalova, Irina</creator><creator>Lundquist, Julie K.</creator><creator>Muradyan, Paytsar</creator><creator>Choukulkar, Aditya</creator><creator>Leo, Laura</creator><creator>Bonin, Timothy</creator><creator>Pichugina, Yelena</creator><creator>Eckman, Richard</creator><creator>Long, Charles N.</creator><creator>Lantz, Kathleen</creator><creator>Worsnop, Rochelle P.</creator><creator>Bickford, Jim</creator><creator>Bodini, Nicola</creator><creator>Chand, Duli</creator><creator>Clifton, Andrew</creator><creator>Cline, Joel</creator><creator>Cook, David R.</creator><creator>Fernando, Harindra J. S.</creator><creator>Friedrich, Katja</creator><creator>Krishnamurthy, Raghavendra</creator><creator>Marquis, Melinda</creator><creator>McCaa, Jim</creator><creator>Olson, Joseph B.</creator><creator>Otarola-Bustos, Sebastian</creator><creator>Scott, George</creator><creator>Shaw, William J.</creator><creator>Wharton, Sonia</creator><creator>White, Allen B.</creator><general>American Meteorological Society</general><scope>OTOTI</scope></search><sort><creationdate>20190901</creationdate><title>The Second Wind Forecast Improvement Project (WFIP2): Observational Field Campaign</title><author>Wilczak, James M. ; Stoelinga, Mark ; Berg, Larry K. ; Sharp, Justin ; Draxl, Caroline ; McCaffrey, Katherine ; Banta, Robert M. ; Bianco, Laura ; Djalalova, Irina ; Lundquist, Julie K. ; Muradyan, Paytsar ; Choukulkar, Aditya ; Leo, Laura ; Bonin, Timothy ; Pichugina, Yelena ; Eckman, Richard ; Long, Charles N. ; Lantz, Kathleen ; Worsnop, Rochelle P. ; Bickford, Jim ; Bodini, Nicola ; Chand, Duli ; Clifton, Andrew ; Cline, Joel ; Cook, David R. ; Fernando, Harindra J. S. ; Friedrich, Katja ; Krishnamurthy, Raghavendra ; Marquis, Melinda ; McCaa, Jim ; Olson, Joseph B. ; Otarola-Bustos, Sebastian ; Scott, George ; Shaw, William J. ; Wharton, Sonia ; White, Allen B.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-osti_scitechconnect_15704143</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>atmospheric flow</topic><topic>cold pools</topic><topic>Columbia River Gorge</topic><topic>complex terrain</topic><topic>HRRR</topic><topic>mountain waves</topic><topic>WFIP2</topic><topic>WIND ENERGY</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wilczak, James M.</creatorcontrib><creatorcontrib>Stoelinga, Mark</creatorcontrib><creatorcontrib>Berg, Larry K.</creatorcontrib><creatorcontrib>Sharp, Justin</creatorcontrib><creatorcontrib>Draxl, Caroline</creatorcontrib><creatorcontrib>McCaffrey, Katherine</creatorcontrib><creatorcontrib>Banta, Robert M.</creatorcontrib><creatorcontrib>Bianco, Laura</creatorcontrib><creatorcontrib>Djalalova, Irina</creatorcontrib><creatorcontrib>Lundquist, Julie K.</creatorcontrib><creatorcontrib>Muradyan, Paytsar</creatorcontrib><creatorcontrib>Choukulkar, Aditya</creatorcontrib><creatorcontrib>Leo, Laura</creatorcontrib><creatorcontrib>Bonin, Timothy</creatorcontrib><creatorcontrib>Pichugina, Yelena</creatorcontrib><creatorcontrib>Eckman, Richard</creatorcontrib><creatorcontrib>Long, Charles N.</creatorcontrib><creatorcontrib>Lantz, Kathleen</creatorcontrib><creatorcontrib>Worsnop, Rochelle P.</creatorcontrib><creatorcontrib>Bickford, Jim</creatorcontrib><creatorcontrib>Bodini, Nicola</creatorcontrib><creatorcontrib>Chand, Duli</creatorcontrib><creatorcontrib>Clifton, Andrew</creatorcontrib><creatorcontrib>Cline, Joel</creatorcontrib><creatorcontrib>Cook, David R.</creatorcontrib><creatorcontrib>Fernando, Harindra J. S.</creatorcontrib><creatorcontrib>Friedrich, Katja</creatorcontrib><creatorcontrib>Krishnamurthy, Raghavendra</creatorcontrib><creatorcontrib>Marquis, Melinda</creatorcontrib><creatorcontrib>McCaa, Jim</creatorcontrib><creatorcontrib>Olson, Joseph B.</creatorcontrib><creatorcontrib>Otarola-Bustos, Sebastian</creatorcontrib><creatorcontrib>Scott, George</creatorcontrib><creatorcontrib>Shaw, William J.</creatorcontrib><creatorcontrib>Wharton, Sonia</creatorcontrib><creatorcontrib>White, Allen B.</creatorcontrib><creatorcontrib>National Renewable Energy Lab. (NREL), Golden, CO (United States)</creatorcontrib><creatorcontrib>Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)</creatorcontrib><collection>OSTI.GOV</collection><jtitle>Bulletin of the American Meteorological Society</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wilczak, James M.</au><au>Stoelinga, Mark</au><au>Berg, Larry K.</au><au>Sharp, Justin</au><au>Draxl, Caroline</au><au>McCaffrey, Katherine</au><au>Banta, Robert M.</au><au>Bianco, Laura</au><au>Djalalova, Irina</au><au>Lundquist, Julie K.</au><au>Muradyan, Paytsar</au><au>Choukulkar, Aditya</au><au>Leo, Laura</au><au>Bonin, Timothy</au><au>Pichugina, Yelena</au><au>Eckman, Richard</au><au>Long, Charles N.</au><au>Lantz, Kathleen</au><au>Worsnop, Rochelle P.</au><au>Bickford, Jim</au><au>Bodini, Nicola</au><au>Chand, Duli</au><au>Clifton, Andrew</au><au>Cline, Joel</au><au>Cook, David R.</au><au>Fernando, Harindra J. S.</au><au>Friedrich, Katja</au><au>Krishnamurthy, Raghavendra</au><au>Marquis, Melinda</au><au>McCaa, Jim</au><au>Olson, Joseph B.</au><au>Otarola-Bustos, Sebastian</au><au>Scott, George</au><au>Shaw, William J.</au><au>Wharton, Sonia</au><au>White, Allen B.</au><aucorp>National Renewable Energy Lab. (NREL), Golden, CO (United States)</aucorp><aucorp>Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Second Wind Forecast Improvement Project (WFIP2): Observational Field Campaign</atitle><jtitle>Bulletin of the American Meteorological Society</jtitle><date>2019-09-01</date><risdate>2019</risdate><volume>100</volume><issue>9</issue><issn>0003-0007</issn><eissn>1520-0477</eissn><abstract>The science of wind energy forecasting has taken a leap forward with the unique meteorological observations gathered in complex terrain during the Second Wind Forecast Improvement Project (WFIP2). The Second Wind Forecast Improvement Project (WFIP2) is a U.S. Department of Energy (DOE) and National Oceanic and Atmospheric Administration (NOAA) funded program, with private-sector and university partners, which aims to improve the accuracy of numerical weather prediction (NWP) model forecasts of wind speed in complex terrain for wind energy applications. A core component of WFIP2 was an 18-month field campaign which took place in the U.S. Pacific Northwest between October 2015 and March 2017. A large suite of instrumentation was deployed in a series of telescoping arrays, ranging from 500 km across to a densely instrumented 2 x 2 km area similar in size to a high-resolution NWP model grid cell. Observations from these instruments are being used to improve our understanding of the meteorological phenomena that affect wind energy production in complex terrain, and to evaluate and improve model physical parameterization schemes. We present several brief case studies using these observations to describe phenomena that are routinely difficult to forecast, including wintertime cold pools, diurnally driven gap flows, and mountain waves/wakes. Observing system and data product improvements developed during WFIP2 are also described.</abstract><cop>United States</cop><pub>American Meteorological Society</pub><doi>10.1175/BAMS-D-18-0035.1</doi></addata></record>
fulltext fulltext
identifier ISSN: 0003-0007
ispartof Bulletin of the American Meteorological Society, 2019-09, Vol.100 (9)
issn 0003-0007
1520-0477
language eng
recordid cdi_osti_scitechconnect_1570414
source Jstor Complete Legacy; American Meteorological Society; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
subjects atmospheric flow
cold pools
Columbia River Gorge
complex terrain
HRRR
mountain waves
WFIP2
WIND ENERGY
title The Second Wind Forecast Improvement Project (WFIP2): Observational Field Campaign
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-09T15%3A32%3A56IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-osti&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20Second%20Wind%20Forecast%20Improvement%20Project%20(WFIP2):%20Observational%20Field%20Campaign&rft.jtitle=Bulletin%20of%20the%20American%20Meteorological%20Society&rft.au=Wilczak,%20James%20M.&rft.aucorp=National%20Renewable%20Energy%20Lab.%20(NREL),%20Golden,%20CO%20(United%20States)&rft.date=2019-09-01&rft.volume=100&rft.issue=9&rft.issn=0003-0007&rft.eissn=1520-0477&rft_id=info:doi/10.1175/BAMS-D-18-0035.1&rft_dat=%3Costi%3E1570414%3C/osti%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true