<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0187-6236</journal-id>
<journal-title><![CDATA[Atmósfera]]></journal-title>
<abbrev-journal-title><![CDATA[Atmósfera]]></abbrev-journal-title>
<issn>0187-6236</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Instituto de Ciencias de la Atmósfera y Cambio Climático]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0187-62362023000200253</article-id>
<article-id pub-id-type="doi">10.20937/atm.52968</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Performance evaluation of the WRF model in a tropical region: Wind speed analysis at different sites]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Souza]]></surname>
<given-names><![CDATA[Noéle B. P.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Nascimento]]></surname>
<given-names><![CDATA[Erick G. S.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[Davidson M.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
<xref ref-type="aff" rid="Aaf"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidade Federal do Espírito Santo  ]]></institution>
<addr-line><![CDATA[Espírito Santo ]]></addr-line>
<country>Brazil</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Centro Integrado de Manufatura e Tecnologia  ]]></institution>
<addr-line><![CDATA[Bahia ]]></addr-line>
<country>Brasil</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2023</year>
</pub-date>
<volume>36</volume>
<numero>2</numero>
<fpage>253</fpage>
<lpage>277</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0187-62362023000200253&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0187-62362023000200253&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0187-62362023000200253&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT In this study, the performance of the mesoscale Weather Research and Forecasting (WRF) model is evaluated using combinations of three planetary boundary layers (PBL) (YSU, ACM2, and MYJ) and three land surface model (LSM) schemes (RUC, Noah and Noah-MP) in order to identify the optimal parameters for the determination of wind speed in a tropical region. The state of Bahia in Brazil is selected as the location for the case study and simulations are performed over a period of eight months between 2015 and 2016 (dry and rainy seasons). The results of the simulations are compared with observational data obtained from three towers equipped with anemometers at heights of 80, 100, 120 and 150 m, strategically placed at each site and evaluated with statistical indices: MB, RMSE, MAGE, IOA, R, Fac2 and standard deviation. Overestimation of wind speed is observed in the simulations, despite similarities between the simulated and observed wind directions. In addition, the accuracies of simulations corresponding to sites that are closer to the ocean are observed to be lower. The most accurate wind speed estimates are obtained corresponding to Mucugê, which is located farthest from the ocean. Finally, analysis of the results obtained from each tower accounting for periods with higher and lower precipitation reveals that the combination of the PBL-YSU scheme with the LSM-RUC scheme yields the best results.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN En este estudio se evalúa el rendimiento del modelo de pronóstico e investigación meteorológica de mesoescala (WRF) utilizando combinaciones de tres capas de límite planetario (PBL, por su sigla en inglés) (YSU, ACM2 y MYJ) y tres esquemas de modelo de superficie terrestre (LSM) (UC, Noah y Noah-MP), con el fin de identificar los parámetros óptimos para la determinación de la velocidad del viento en una región tropical. El estado de Bahía en Brasil se selecciona como la ubicación para el estudio de caso y las simulaciones se realizan durante un periodo de ocho meses entre 2015 y 2016 (estaciones secas y lluviosas). Los resultados de las simulaciones se comparan con los datos de observación obtenidos de tres torres equipadas con anemómetros a alturas de 80, 100, 120 y 150 m, colocadas estratégicamente en cada sitio y evaluadas con los índices estadísticos MB, RMSE, MAGE, IOA, R, Fac&#1634; y desviación estándar. Se observa una sobreestimación de la velocidad del viento en las simulaciones, a pesar de las similitudes entre las direcciones del viento simuladas y observadas. Además, se observa que las precisiones de las simulaciones correspondientes a sitios que están más cerca del océano son menores. Las estimaciones de velocidad del viento más precisas fueron las correspondientes a Mucugê, que se encuentra más alejado del océano. Finalmente, el análisis de los resultados obtenidos de cada torre, teniendo en cuenta los periodos con mayor y menor precipitación, revela que la combinación del esquema PBL-YSU con el esquema LSM-RUC arroja los mejores resultados.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[WRF]]></kwd>
<kwd lng="en"><![CDATA[parametrization]]></kwd>
<kwd lng="en"><![CDATA[Bahia]]></kwd>
<kwd lng="en"><![CDATA[wind energy]]></kwd>
<kwd lng="en"><![CDATA[tropical climate]]></kwd>
<kwd lng="en"><![CDATA[renewable energy]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="book">
<collab>ABEEólica</collab>
<source><![CDATA[Boletim anual de geração eólica]]></source>
<year>2017</year>
<publisher-name><![CDATA[Associação Brasileira de Energia Eólica e Novas Tecnologias]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Amjad]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Zafar]]></surname>
<given-names><![CDATA[Q]]></given-names>
</name>
<name>
<surname><![CDATA[Khan]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Sheikh]]></surname>
<given-names><![CDATA[MM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of weather research and forecasting model for the assessment of wind resource over Gharo, Pakistan]]></article-title>
<source><![CDATA[International Journal of Climatology]]></source>
<year>2015</year>
<volume>35</volume>
<page-range>1821-32</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Argüeso]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Businger]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Wind power characteristics of Oahu, Hawaii]]></article-title>
<source><![CDATA[Renewable Energy]]></source>
<year>2018</year>
<volume>128</volume>
<page-range>324-36</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Avolio]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Federico]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Miglietta]]></surname>
<given-names><![CDATA[MM]]></given-names>
</name>
<name>
<surname><![CDATA[Lo Feudo]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Calidonna]]></surname>
<given-names><![CDATA[CR]]></given-names>
</name>
<name>
<surname><![CDATA[Sempreviva]]></surname>
<given-names><![CDATA[AM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sensitivity analysis of WRF model PBL schemes in simulating boundary-layer variables in southern Italy: An experimental campaign]]></article-title>
<source><![CDATA[Atmospheric Research]]></source>
<year>2017</year>
<volume>192</volume>
<page-range>58-71</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Banks]]></surname>
<given-names><![CDATA[RF]]></given-names>
</name>
<name>
<surname><![CDATA[Baldasano]]></surname>
<given-names><![CDATA[JM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Impact of WRF model PBL schemes on air quality simulations over Catalonia, Spain]]></article-title>
<source><![CDATA[Science of the Total Environment]]></source>
<year>2016</year>
<volume>572</volume>
<page-range>98-113</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Banks]]></surname>
<given-names><![CDATA[RF]]></given-names>
</name>
<name>
<surname><![CDATA[Tiana-Alsina]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Baldasano]]></surname>
<given-names><![CDATA[JM]]></given-names>
</name>
<name>
<surname><![CDATA[Rocadenbosch]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Papayannis]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Solomos]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Tzanis]]></surname>
<given-names><![CDATA[CG]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sensitivity of boundary layer variables to PBL schemes in the WRF model based on surface meteorological observations, lidar, and radiosondes during the HygrA-CD campaign]]></article-title>
<source><![CDATA[Atmospheric Research]]></source>
<year>2016</year>
<volume>176-177</volume>
<page-range>185-201</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Beljaars]]></surname>
<given-names><![CDATA[ACM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The parametrization of surface fluxes in large-scale models under free convection]]></article-title>
<source><![CDATA[Quartely Journal of the Royal Meteorological Society]]></source>
<year>1994</year>
<volume>121</volume>
<page-range>255-70</page-range></nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Boadh]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Satyanarayana]]></surname>
<given-names><![CDATA[ANV]]></given-names>
</name>
<name>
<surname><![CDATA[Rama Krishna]]></surname>
<given-names><![CDATA[TVBPS]]></given-names>
</name>
<name>
<surname><![CDATA[Madala]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sensitivity of PBL schemes of the WRF-ARW model in simulating the boundary layer flow parameters for their application to air pollution dispersion modeling over a tropical station]]></article-title>
<source><![CDATA[Atmósfera]]></source>
<year>2016</year>
<volume>29</volume>
<page-range>61-81</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="book">
<collab>Camargo-Schubert</collab>
<source><![CDATA[Atlas eólico: Bahia]]></source>
<year>2013</year>
<publisher-name><![CDATA[Camargo-Schubert, Bahia]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Carvalho]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Rocha]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Gómez-Gesteira]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Santos]]></surname>
<given-names><![CDATA[CS]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A sensitivity study of the WRF model in wind simulation for an area of high wind energy]]></article-title>
<source><![CDATA[Environmental Modelling and Software]]></source>
<year>2012</year>
<volume>33</volume>
<page-range>23-34</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Carvalho]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Rocha]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Gómez-Gesteira]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Santos]]></surname>
<given-names><![CDATA[CS]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sensitivity of the WRF model wind simulation and wind energy production estimates to planetary boundary layer parameterizations for onshore and offshore areas in the Iberian Peninsula]]></article-title>
<source><![CDATA[Applied Energy]]></source>
<year>2014</year>
<volume>135</volume>
<page-range>234-46</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Dudhia]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Coupling an Advanced Land Surface-Hydrology model with the Penn State-NCAR MM5 modeling system. Part I: Model implementation and sensitivity]]></article-title>
<source><![CDATA[Monthly Weather Review]]></source>
<year>2001</year>
<volume>129</volume>
<page-range>569-85</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cheng]]></surname>
<given-names><![CDATA[FY]]></given-names>
</name>
<name>
<surname><![CDATA[Chin]]></surname>
<given-names><![CDATA[SC]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[TH]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The role of boundary layer schemes in meteorological and air quality simulations of the Taiwan area]]></article-title>
<source><![CDATA[Atmospheric Environment]]></source>
<year>2012</year>
<volume>54</volume>
<page-range>714-27</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cheng]]></surname>
<given-names><![CDATA[WYY]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Mahoney]]></surname>
<given-names><![CDATA[WP]]></given-names>
</name>
<name>
<surname><![CDATA[Warner]]></surname>
<given-names><![CDATA[TT]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The impact of model physics on numerical wind forecasts]]></article-title>
<source><![CDATA[Renewable Energy]]></source>
<year>2013</year>
<volume>55</volume>
<page-range>347-56</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[De León]]></surname>
<given-names><![CDATA[SP]]></given-names>
</name>
<name>
<surname><![CDATA[Orfila]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Numerical study of the marine breeze around Mallorca Island]]></article-title>
<source><![CDATA[Applied Ocean Research]]></source>
<year>2013</year>
<volume>40</volume>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Draper]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Guggeri]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Mendina]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Usera]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Campganolo]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A large eddy simulation-actuator line model framework to simulate a scaled wind energy facility and its application]]></article-title>
<source><![CDATA[Journal of Wind Engineering and Industrial Aerodynamics]]></source>
<year>2018</year>
<volume>182</volume>
<page-range>146-59</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Giannaros]]></surname>
<given-names><![CDATA[TM]]></given-names>
</name>
<name>
<surname><![CDATA[Melas]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Ziomas]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Performance evaluation of the Weather Research and Forecasting (WRF) model for assessing wind resource in Greece]]></article-title>
<source><![CDATA[Renewable Energy]]></source>
<year>2017</year>
<volume>102</volume>
<page-range>190-8</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gunwani]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Mohan]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sensitivity of WRF model estimates to various PBL parameterizations in different climatic zones over India]]></article-title>
<source><![CDATA[Atmospheric Research]]></source>
<year>2017</year>
<volume>194</volume>
<page-range>43-65</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hariprasad]]></surname>
<given-names><![CDATA[KBRR]]></given-names>
</name>
<name>
<surname><![CDATA[Srinivas]]></surname>
<given-names><![CDATA[CV]]></given-names>
</name>
<name>
<surname><![CDATA[Singh]]></surname>
<given-names><![CDATA[AB]]></given-names>
</name>
<name>
<surname><![CDATA[Rao]]></surname>
<given-names><![CDATA[SVB]]></given-names>
</name>
<name>
<surname><![CDATA[Baskaran]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Venkatraman]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Numerical simulation and intercomparison of boundary layer structure with different PBL schemes in WRF using experimental observations at a tropical site]]></article-title>
<source><![CDATA[Atmospheric Research]]></source>
<year>2014</year>
<volume>145-146</volume>
<page-range>27-44</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Holtslag]]></surname>
<given-names><![CDATA[AAM]]></given-names>
</name>
<name>
<surname><![CDATA[Boville]]></surname>
<given-names><![CDATA[BA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Local versus nonlocal boundary-layer diffusion in a global climate model]]></article-title>
<source><![CDATA[Journal of Climate]]></source>
<year>1993</year>
<volume>6</volume>
<page-range>1825-2842</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hong]]></surname>
<given-names><![CDATA[SY]]></given-names>
</name>
<name>
<surname><![CDATA[Dudhia]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[SH]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation]]></article-title>
<source><![CDATA[Monthly Weather Review]]></source>
<year>2004</year>
<volume>132</volume>
<page-range>103-20</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hong]]></surname>
<given-names><![CDATA[SY]]></given-names>
</name>
<name>
<surname><![CDATA[Noh]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Dudhia]]></surname>
<given-names><![CDATA[JA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A new vertical diffusion package with an explicit treatment of entrainment process]]></article-title>
<source><![CDATA[Monthly Weather Review]]></source>
<year>2006</year>
<volume>134</volume>
<page-range>2318-41</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Imran]]></surname>
<given-names><![CDATA[HM]]></given-names>
</name>
<name>
<surname><![CDATA[Kala]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Ng]]></surname>
<given-names><![CDATA[AWM]]></given-names>
</name>
<name>
<surname><![CDATA[Muthukumaran]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An evaluation of the performance of a WRF multi-physics ensemble for heatwave events over the city of Melbourne in the southeast Australia]]></article-title>
<source><![CDATA[Climate Dynamics]]></source>
<year>2017</year>
<volume>50</volume>
<page-range>2553-86</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Islam]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Srivastava]]></surname>
<given-names><![CDATA[PK]]></given-names>
</name>
<name>
<surname><![CDATA[Rico-Ramírez]]></surname>
<given-names><![CDATA[MA]]></given-names>
</name>
<name>
<surname><![CDATA[Dai]]></surname>
<given-names><![CDATA[Q]]></given-names>
</name>
<name>
<surname><![CDATA[Gupta]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Singh]]></surname>
<given-names><![CDATA[SK]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Tracking a tropical cyclone through WRF-ARW simulation and sensitivity of model physics]]></article-title>
<source><![CDATA[Natural Hazards]]></source>
<year>2015</year>
<volume>76</volume>
<page-range>1473-95</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jain]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Panda]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Rath]]></surname>
<given-names><![CDATA[SS]]></given-names>
</name>
<name>
<surname><![CDATA[Devara]]></surname>
<given-names><![CDATA[PCS]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluating land surface models in WRF simulations over DMIC region]]></article-title>
<source><![CDATA[Indian Journal of Science and Technology]]></source>
<year>2017</year>
<volume>10</volume>
<page-range>1-24</page-range></nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Janjic]]></surname>
<given-names><![CDATA[ZI]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The step-mountain eta coordinate model: further developments of the convection, viscous sublayer, and turbulence closure schemes]]></article-title>
<source><![CDATA[Monthly Weather Review]]></source>
<year>1994</year>
<volume>122</volume>
<page-range>927-45</page-range></nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jiménez]]></surname>
<given-names><![CDATA[PA]]></given-names>
</name>
<name>
<surname><![CDATA[Dudhia]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[On the ability of the WRF model to reproduce the surface wind direction over complex terrain]]></article-title>
<source><![CDATA[Journal of Applied Meteorology and Climatology]]></source>
<year>2013</year>
<volume>52</volume>
<page-range>1610-7</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kitagawa]]></surname>
<given-names><![CDATA[YKL]]></given-names>
</name>
<name>
<surname><![CDATA[Nascimento]]></surname>
<given-names><![CDATA[EGS]]></given-names>
</name>
<name>
<surname><![CDATA[Souza]]></surname>
<given-names><![CDATA[NBP]]></given-names>
</name>
<name>
<surname><![CDATA[Zucatelli]]></surname>
<given-names><![CDATA[PJ]]></given-names>
</name>
<name>
<surname><![CDATA[Aylas]]></surname>
<given-names><![CDATA[GYR]]></given-names>
</name>
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[DM]]></given-names>
</name>
<name>
<surname><![CDATA[Salvador]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<source><![CDATA[Assessment of the sensitivity of the WRF model using different PBL schemes over the Metropolitan Region of Salvador]]></source>
<year>2017</year>
<conf-name><![CDATA[ XXXVIII Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE 2017)]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kumar]]></surname>
<given-names><![CDATA[RA]]></given-names>
</name>
<name>
<surname><![CDATA[Dudhia]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Bhowmik]]></surname>
<given-names><![CDATA[SKR]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of physics options of the Weather Research and Forecasting (WRF) model to simulate high impact heavy rainfall events over Indian monsoon region]]></article-title>
<source><![CDATA[Geofizika]]></source>
<year>2010</year>
<volume>27</volume>
<page-range>101-25</page-range></nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lee]]></surname>
<given-names><![CDATA[CB]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[m]]></surname>
<given-names><![CDATA[belorid]]></given-names>
</name>
<name>
<surname><![CDATA[p]]></surname>
<given-names><![CDATA[zhao]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[performance evaluation of Four Different Land Surface Models in WRF]]></article-title>
<source><![CDATA[Asian Journal of Atmospheric Environment]]></source>
<year>2016</year>
<volume>10</volume>
<page-range>42-50</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Ma]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Menenti]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
<name>
<surname><![CDATA[Ma]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of WRF modeling in relation to different land surface schemes and initial and boundary conditions: A snow event simulation over the Tibetan plateau]]></article-title>
<source><![CDATA[Journal of Geophysical Research: Atmospheres]]></source>
<year>2019</year>
<volume>124</volume>
<page-range>209-26</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Marjanovic]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Wharton]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Chow]]></surname>
<given-names><![CDATA[FK]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Investigation of model parameters for high-resolution wind energy forecasting: Case studies over simple and complex terrain]]></article-title>
<source><![CDATA[Journal of Wind Engineering and Industrial Aerodynamics]]></source>
<year>2014</year>
<volume>134</volume>
<page-range>10-24</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mattar]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Borvoran]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Offshore wind power simulation by using WRF in the central coast of Chile]]></article-title>
<source><![CDATA[Renewable Energy]]></source>
<year>2016</year>
<volume>94</volume>
<page-range>22-31</page-range></nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mohan]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Bahati]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Analysis of WRF model performance over subtropical region of Delhi, India]]></article-title>
<source><![CDATA[Advances in Meteorology]]></source>
<year>2011</year>
<volume>2011</volume>
<page-range>1-13</page-range></nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Monin]]></surname>
<given-names><![CDATA[AS]]></given-names>
</name>
<name>
<surname><![CDATA[Obukhov]]></surname>
<given-names><![CDATA[AM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Basic laws of turbulent mixing in the atmosphere]]></article-title>
<source><![CDATA[Trudy Instituta Teoreticheskoi Geofiziki, Akademiya Nauk SSSR]]></source>
<year>1954</year>
<volume>24</volume>
<page-range>163-87</page-range></nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="book">
<collab>NCAR/UCAR</collab>
<source><![CDATA[NCEP GDAS/FNL 0.25 degree global tropospheric analyses and forecast grids. Research Data Archive]]></source>
<year>2015</year>
<publisher-name><![CDATA[National Center for Atmospheric Research/ University Corporation for Atmospheric Research]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Niu]]></surname>
<given-names><![CDATA[GY]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[ZL]]></given-names>
</name>
<name>
<surname><![CDATA[Mitchell]]></surname>
<given-names><![CDATA[KE]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Ek]]></surname>
<given-names><![CDATA[MB]]></given-names>
</name>
<name>
<surname><![CDATA[Barlage]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Kumar]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Manning]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Niyogi]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Rosero]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Tewari]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Xia]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements]]></article-title>
<source><![CDATA[Journal of Geophysical Research]]></source>
<year>2011</year>
<volume>116</volume>
</nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Obukhov]]></surname>
<given-names><![CDATA[AM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Turbulence in an atmosphere with a non-uniform temperature]]></article-title>
<source><![CDATA[Boundary-Layer Meteorology]]></source>
<year>1971</year>
<volume>2</volume>
<page-range>7-29</page-range></nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Paulson]]></surname>
<given-names><![CDATA[CA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The mathematical representation of wind speed and temperature profiles in the unstable atmospheric surface layer]]></article-title>
<source><![CDATA[Journal of Applied Meteorology]]></source>
<year>1970</year>
<volume>9</volume>
<page-range>857-61</page-range></nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pei]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Moore]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Zhong]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Luo]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Hyndman]]></surname>
<given-names><![CDATA[DW]]></given-names>
</name>
<name>
<surname><![CDATA[Heilman]]></surname>
<given-names><![CDATA[WE]]></given-names>
</name>
<name>
<surname><![CDATA[Gao]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[WRF Model sensitivity to land surface model and cumulus parameterization under short-term climate extremes over the southern Great Plains of the United States]]></article-title>
<source><![CDATA[Journal of Climate]]></source>
<year>2014</year>
<volume>27</volume>
<page-range>7703-24</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Penchah]]></surname>
<given-names><![CDATA[MM]]></given-names>
</name>
<name>
<surname><![CDATA[Malakooti]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Satkin]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of planetary boundary layer simulations for wind resource study in east of Iran]]></article-title>
<source><![CDATA[Renewable Energy]]></source>
<year>2017</year>
<volume>111</volume>
<page-range>1-10</page-range></nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pleim]]></surname>
<given-names><![CDATA[JE]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A combined local and nonlocal closure model for the atmospheric boundary layer. Part II: Application and evaluation in a mesoscale meteorological model]]></article-title>
<source><![CDATA[Journal of Applied Meteorology and Climatology]]></source>
<year>2007</year>
<volume>46</volume>
<page-range>1396-409</page-range></nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ramos]]></surname>
<given-names><![CDATA[DNS]]></given-names>
</name>
<name>
<surname><![CDATA[Lyra]]></surname>
<given-names><![CDATA[RFF]]></given-names>
</name>
<name>
<surname><![CDATA[Júnior]]></surname>
<given-names><![CDATA[RSS]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Previsão do vento utilizando o modelo atmosférico WRF para o estado de Alagoas]]></article-title>
<source><![CDATA[Revista Brasileira de Meteorologia]]></source>
<year>2013</year>
<volume>28</volume>
<page-range>163-72</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Salamanca]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Berlage]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Mahalov]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Miao]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of the WRF-Urban Modeling System coupled to Noah and Noah-MP land surface models over a semiarid urban environment]]></article-title>
<source><![CDATA[Journal of Geophysical Research: Atmospheres]]></source>
<year>2018</year>
<volume>123</volume>
<page-range>2387-408</page-range></nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Salvador]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Loriato]]></surname>
<given-names><![CDATA[AG]]></given-names>
</name>
<name>
<surname><![CDATA[Santiago]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Albuquerque]]></surname>
<given-names><![CDATA[TTA]]></given-names>
</name>
<name>
<surname><![CDATA[Reis]]></surname>
<given-names><![CDATA[NC]]></given-names>
</name>
<name>
<surname><![CDATA[Santos]]></surname>
<given-names><![CDATA[JM]]></given-names>
</name>
<name>
<surname><![CDATA[Landulfo]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Lopes]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Held]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[DM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estudo da camada limite interna térmica em condições de brisa do mar, utilizando diferentes parametrizações: Aplicação do modelo WRF na região da Grande Vitória]]></article-title>
<source><![CDATA[Revista Brasileira de Meteorologia]]></source>
<year>2016</year>
<volume>31</volume>
<page-range>593-609</page-range></nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Salvador]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Reis]]></surname>
<given-names><![CDATA[NC]]></given-names>
</name>
<name>
<surname><![CDATA[Santos]]></surname>
<given-names><![CDATA[JM]]></given-names>
</name>
<name>
<surname><![CDATA[Albuquerque]]></surname>
<given-names><![CDATA[TTA]]></given-names>
</name>
<name>
<surname><![CDATA[Loriato]]></surname>
<given-names><![CDATA[AG]]></given-names>
</name>
<name>
<surname><![CDATA[Delbarre]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Augustin]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Sokolov]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[DM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of weather research and forecasting model parameterizations under sea-breeze conditions in a North Sea coastal environment]]></article-title>
<source><![CDATA[Journal of Meteorological Research]]></source>
<year>2016</year>
<volume>30</volume>
<page-range>998-1018</page-range></nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shin]]></surname>
<given-names><![CDATA[HH]]></given-names>
</name>
<name>
<surname><![CDATA[Hong]]></surname>
<given-names><![CDATA[SY]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Intercomparison of planetary boundary-layer parameterizations in the WRF model for a single day from CASES-99]]></article-title>
<source><![CDATA[Boundary-Layer Meteorology]]></source>
<year>2011</year>
<volume>139</volume>
<page-range>261-81</page-range></nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Skamarock]]></surname>
<given-names><![CDATA[WC]]></given-names>
</name>
<name>
<surname><![CDATA[Klemp]]></surname>
<given-names><![CDATA[JB]]></given-names>
</name>
<name>
<surname><![CDATA[Dudhia]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Gill]]></surname>
<given-names><![CDATA[DO]]></given-names>
</name>
<name>
<surname><![CDATA[Barker]]></surname>
<given-names><![CDATA[DM]]></given-names>
</name>
<name>
<surname><![CDATA[Duda]]></surname>
<given-names><![CDATA[MG]]></given-names>
</name>
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[XY]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Powers]]></surname>
<given-names><![CDATA[JG]]></given-names>
</name>
</person-group>
<source><![CDATA[A description of the Advanced Research WRF version 3]]></source>
<year>2008</year>
<publisher-name><![CDATA[University Corporation for Atmospheric Research]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Smirnova]]></surname>
<given-names><![CDATA[TG]]></given-names>
</name>
<name>
<surname><![CDATA[Brown]]></surname>
<given-names><![CDATA[JM]]></given-names>
</name>
<name>
<surname><![CDATA[Benjamin]]></surname>
<given-names><![CDATA[SG]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Performance of different soil model configurations in simulating ground surface temperature and surface fluxes]]></article-title>
<source><![CDATA[Monthly Weather Review]]></source>
<year>1997</year>
<volume>125</volume>
<page-range>1870-84</page-range></nlm-citation>
</ref>
<ref id="B50">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Smirnova]]></surname>
<given-names><![CDATA[TG]]></given-names>
</name>
<name>
<surname><![CDATA[Brown]]></surname>
<given-names><![CDATA[JM]]></given-names>
</name>
<name>
<surname><![CDATA[Benjamin]]></surname>
<given-names><![CDATA[SG]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Parameterization of cold-season processes in the MAPS land-surface scheme]]></article-title>
<source><![CDATA[Journal of Geophysical Research]]></source>
<year>2000</year>
<volume>105</volume>
<page-range>4077-86</page-range></nlm-citation>
</ref>
<ref id="B51">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Soni]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Payra]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Sinha]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Verma]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A performance evaluation of WRF model using different physical parameterization scheme during winter season over a semi-arid region, India]]></article-title>
<source><![CDATA[International Journal of Earth and Atmospheric Science]]></source>
<year>2014</year>
<volume>1</volume>
<page-range>104-14</page-range></nlm-citation>
</ref>
<ref id="B52">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Stucki]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Dierer]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Welker]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Gomez-Navarro]]></surname>
<given-names><![CDATA[JJ]]></given-names>
</name>
<name>
<surname><![CDATA[Raible]]></surname>
<given-names><![CDATA[CC]]></given-names>
</name>
<name>
<surname><![CDATA[Martius]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
<name>
<surname><![CDATA[Brönnimann]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of downscaled wind speeds and parameterized gusts for recent and historical windstorms in Switzerland]]></article-title>
<source><![CDATA[Tellus A]]></source>
<year>2016</year>
<volume>68</volume>
</nlm-citation>
</ref>
<ref id="B53">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Surussavadee]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Evaluation of tropical near-surface wind forecasts using ground observations]]></source>
<year>2017</year>
<conf-name><![CDATA[ The 8th International Renewable Energy Congress (IREC 2017)]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
<ref id="B54">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Surussavadee]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Evaluation of WRF near-surface wind simulations in tropics employing different planetary boundary layer schemes]]></source>
<year>2017</year>
<conf-name><![CDATA[ The 8th International Renewable Energy Congress (IREC 2017)]]></conf-name>
<conf-loc> </conf-loc>
</nlm-citation>
</ref>
<ref id="B55">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tyagi]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[Magliulo]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Finardi]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Gasbarra]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Carlucci]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Toscano]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Zaldei]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Riccio]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Calori]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[D&#8217;Allura]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Gioli]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Performance analysis of planetary boundary layer parameterization schemes in WRF modeling set up over southern Italy]]></article-title>
<source><![CDATA[Atmosphere]]></source>
<year>2018</year>
<volume>9</volume>
</nlm-citation>
</ref>
<ref id="B56">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wharton]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Simpson]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Osuna]]></surname>
<given-names><![CDATA[JL]]></given-names>
</name>
<name>
<surname><![CDATA[Newman]]></surname>
<given-names><![CDATA[JF]]></given-names>
</name>
<name>
<surname><![CDATA[Biraud]]></surname>
<given-names><![CDATA[SC.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Role of surface energy exchange for simulating wind turbine inflow: A case study in the southern Great Plains, USA]]></article-title>
<source><![CDATA[Atmosphere]]></source>
<year>2015</year>
<volume>6</volume>
<page-range>21-49</page-range></nlm-citation>
</ref>
<ref id="B57">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Willmott]]></surname>
<given-names><![CDATA[CJ]]></given-names>
</name>
<name>
<surname><![CDATA[Robeson]]></surname>
<given-names><![CDATA[SM]]></given-names>
</name>
<name>
<surname><![CDATA[Matsuura]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A refined index of model performance]]></article-title>
<source><![CDATA[International Journal of Climatology]]></source>
<year>2012</year>
<volume>32</volume>
<page-range>2088-94</page-range></nlm-citation>
</ref>
<ref id="B58">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Xie]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[Fung]]></surname>
<given-names><![CDATA[JCH]]></given-names>
</name>
<name>
<surname><![CDATA[Chan]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Lau]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of nonlocal and local planetary boundary layer schemes in the WRF model]]></article-title>
<source><![CDATA[Journal of Geophysical Research]]></source>
<year>2012</year>
<volume>117</volume>
</nlm-citation>
</ref>
<ref id="B59">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Xiu]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Pleim]]></surname>
<given-names><![CDATA[JE]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Development of a land surface model. Part I: Application in a mesoscale meteorological model]]></article-title>
<source><![CDATA[Journal of Applied Meteorology]]></source>
<year>2001</year>
<volume>40</volume>
<page-range>192-209</page-range></nlm-citation>
</ref>
<ref id="B60">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zempila]]></surname>
<given-names><![CDATA[MM]]></given-names>
</name>
<name>
<surname><![CDATA[Giannaros]]></surname>
<given-names><![CDATA[TM]]></given-names>
</name>
<name>
<surname><![CDATA[Bais]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Melas]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of WRF shortwave radiation parameterizations in predicting global horizontal irradiance in Greece]]></article-title>
<source><![CDATA[Renewable Energy]]></source>
<year>2016</year>
<volume>86</volume>
<page-range>831-40</page-range></nlm-citation>
</ref>
<ref id="B61">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Anthes]]></surname>
<given-names><![CDATA[RA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A high-resolution model of the planetary boundary layer-sensitivity tests and comparisons with SESAME-79 data]]></article-title>
<source><![CDATA[Journal of Applied Meteorology]]></source>
<year>1982</year>
<volume>21</volume>
<page-range>1594-609</page-range></nlm-citation>
</ref>
<ref id="B62">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zilitinkevich]]></surname>
<given-names><![CDATA[SS]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Non-local turbulent transport: pollution dispersion aspects of coherent structure of convective flows]]></article-title>
<source><![CDATA[Transactions on Ecology and the Environment]]></source>
<year>1995</year>
<volume>6</volume>
<page-range>53-60</page-range></nlm-citation>
</ref>
<ref id="B63">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zucatelli]]></surname>
<given-names><![CDATA[PJ]]></given-names>
</name>
<name>
<surname><![CDATA[Nascimento]]></surname>
<given-names><![CDATA[EGS]]></given-names>
</name>
<name>
<surname><![CDATA[Aylas]]></surname>
<given-names><![CDATA[GYR]]></given-names>
</name>
<name>
<surname><![CDATA[Souza]]></surname>
<given-names><![CDATA[NBP]]></given-names>
</name>
<name>
<surname><![CDATA[Kitagawa]]></surname>
<given-names><![CDATA[YKL]]></given-names>
</name>
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[DM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Short-term wind speed forecasting in Uruguay using computational intelligence]]></article-title>
<source><![CDATA[Heliyon]]></source>
<year>2019</year>
<volume>5</volume>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
