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Merging synergies has become a natural process by which national meteorological services assess and contribute to the development of such systems. With the advent of joining synergies at the national level, the second edition of the workshop on Numerical Weather Prediction in Portugal was promoted by the Portuguese Institute for the Sea and Atmosphere, I.P. (IPMA), in cooperation with several Portuguese Universities. The event was hosted by the University of \u00c9vora, during the period of 11\u201312 of November 2021. It was dedicated to surface\u2013atmosphere interactions and allowed the exchange of experiences between experts, students and newcomers. The workshop provided a refreshed overview of ongoing research and development topics in Portugal on surface\u2013atmosphere interaction modelling and its applications and an opportunity to revisit some of the concepts associated with this area of atmospheric sciences. 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Clim."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"4024","DOI":"10.1002\/joc.7472","article-title":"Is there added value in the EURO-CORDEX hindcast temperature simulations? Assessing the added value using climate distributions in Europe","volume":"42","author":"Cardoso","year":"2022","journal-title":"Int. J. Climatol."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1947","DOI":"10.5194\/essd-11-1947-2019","article-title":"Iberia01: A new gridded dataset of daily precipitation and temperatures over Iberia","volume":"11","author":"Herrera","year":"2019","journal-title":"Earth Syst. Sci. Data"},{"key":"ref_10","unstructured":"Wang, Y.Q. (2014). Ocean-Atmosphere Interaction. Encyclopedia of Natural Hazards, Taylor and Francis."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"621","DOI":"10.1016\/j.dsr.2004.11.005","article-title":"Winter upper ocean circulation in the Western Iberian Basin\u2014Fronts","volume":"52","author":"Peliz","year":"2005","journal-title":"Eddies Poleward Flows Overv. Deep. Sea Res. Part I Oceanogr. Res. Pap."},{"key":"ref_12","first-page":"EGU2018-19806","article-title":"The Copernicus Marine Environment Monitoring Service global ocean 1\/12\u25e6 physical reanalysis GLORYS12V1: Description and quality assessment","volume":"20","author":"Lellouche","year":"2018","journal-title":"EGU Gen. Assem. Conf. Abstr."},{"key":"ref_13","unstructured":"Tolman, H.L., and The WAVEWATCH III Development Group (WW3DG) (2022, August 22). User Manual and System Documentation of WAVEWATCH III R Version 6.07, Tech (pp. 120\u2013160). Note 333. Available online: https:\/\/raw.githubusercontent.com\/wiki\/NOAA-EMC\/WW3\/files\/manual.pdf."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1007\/s10584-011-0149-y","article-title":"RCP 8.5\u2014A scenario of comparatively high greenhouse gas emissions","volume":"109","author":"Riahi","year":"2011","journal-title":"Clim. Change"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"2611","DOI":"10.1007\/s00382-011-1228-5","article-title":"EC-Earth V2.2: Description and validation of a new seamless earth system prediction model","volume":"39","author":"Hazeleger","year":"2012","journal-title":"Clim. Dyn."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1272787","DOI":"10.1080\/16000870.2016.1272787","article-title":"Lake\u2013atmosphere interactions at Alqueva reservoir: A case study in the summer of 2014","volume":"69","author":"Potes","year":"2017","journal-title":"Tellus A Dyn. Meteorol. Oceanogr."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"1231","DOI":"10.1002\/joc.7299","article-title":"Impact of a large artificial lake on regional climate: A typical meteorological year Meso-NH simulation results","volume":"42","author":"Iakunin","year":"2022","journal-title":"Int. J. Climatol."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Boussetta, S., Balsamo, G., Arduini, G., Dutra, E., McNorton, J., Choulga, M., Agust\u00ed-Panareda, A., Beljaars, A., Wedi, N., and Mun\u00f5z-Sabater, J. (2021). ECLand: The ECMWF Land Surface Modelling System. Atmosphere, 12.","DOI":"10.20944\/preprints202104.0486.v1"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/S1463-5003(01)00015-4","article-title":"A global coupled sea ice\u2013ocean model","volume":"4","year":"2002","journal-title":"Ocean. Model."},{"key":"ref_20","unstructured":"Batrak, Y., and SICE: Simple Sea Ice Scheme (2022, August 22). Possibilities and Limitations. Available online: https:\/\/www.umr-cnrm.fr\/surfex\/IMG\/pdf\/batrak_sice.pdf."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.1175\/1520-0442-16.9.1261","article-title":"A Global Database of Land Surface Parameters at 1-km Resolution in Meteorological and Climate Models","volume":"16","author":"Masson","year":"2003","journal-title":"J. Clim."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"563","DOI":"10.5194\/gmd-6-563-2013","article-title":"ECOCLIMAP-II\/Europe: A twofold database of ecosystems and surface parameters at 1km resolution based on satellite information for use in land surface, meteorological and climate models","volume":"6","author":"Faroux","year":"2013","journal-title":"Geosci. Model Dev."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"1929","DOI":"10.5194\/gmd-11-1929-2018","article-title":"Overview of the Meso-NH model version 5.4 and its applications","volume":"11","author":"Lac","year":"2018","journal-title":"Geosci. Model Dev."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"929","DOI":"10.5194\/gmd-6-929-2013","article-title":"The SURFEXv7.2 land and ocean surface platform for coupled or offline simulation of earth surface variables and fluxes","volume":"6","author":"Masson","year":"2013","journal-title":"Geosci. Model Dev."},{"key":"ref_25","first-page":"231","article-title":"Coupling of the FLake model to the Surfex externalized surface model","volume":"15","author":"Salgado","year":"2010","journal-title":"Boreal Environ. Res."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"20951","DOI":"10.3402\/tellusa.v65i0.20951","article-title":"Evaluation of the lake model FLake over a coastal lagoon during the THAUMEX field campaign","volume":"65","author":"Legain","year":"2013","journal-title":"Tellus A Dyn. Meteorol. Oceanogr."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1276784","DOI":"10.1155\/2017\/1276784","article-title":"Numerical Simulations of Fog Events in Southern Portugal","volume":"2017","author":"Policarpo","year":"2017","journal-title":"Adv. Meteorol."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"2225","DOI":"10.5194\/nhess-12-2225-2012","article-title":"Analysis of intense rainfall events on Madeira Island during the 2009\/2010 winter","volume":"12","author":"Couto","year":"2012","journal-title":"Nat. Hazards Earth Syst. Sci."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1016\/j.atmosres.2015.10.002","article-title":"Numerical simulations of significant orographic precipitation in Madeira Island","volume":"169","author":"Couto","year":"2016","journal-title":"Atmos. Res."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"105302","DOI":"10.1016\/j.atmosres.2020.105302","article-title":"How a mesoscale cyclonic vortex over Sahara leads to a dust outbreak in South-western Iberia","volume":"249","author":"Couto","year":"2021","journal-title":"Atmos. Res."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"104993","DOI":"10.1016\/j.atmosres.2020.104993","article-title":"Lightning modelling for the research of forest fire ignition in Portugal","volume":"242","author":"Couto","year":"2020","journal-title":"Atmos. Res."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1016\/j.solener.2022.03.003","article-title":"Method for solar resource assessment using numerical weather prediction and artificial neural network models based on typical meteorological data: Application to the south of Portugal","volume":"236","author":"Pereira","year":"2022","journal-title":"Sol. Energy"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"923","DOI":"10.5194\/gmd-8-923-2015","article-title":"A high-resolution simulation of groundwater and surface water over most of the continental US with the integrated hydrologic model ParFlow v3","volume":"8","author":"Maxwell","year":"2015","journal-title":"Geosci. Model Dev."},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Ermida, S.L., Soares, P., Mantas, V., G\u00f6ttsche, F.-M., and Trigo, I.F. (2020). Google Earth Engine Open-Source Code for Land Surface Temperature Estimation from the Landsat Series. Remote Sens., 12.","DOI":"10.3390\/rs12091471"},{"key":"ref_35","unstructured":"Montmerle, T. (2022, August 22). Statement of Guidance for High Resolution Numerical Weather Prediction, Wmo. Available online: https:\/\/community.wmo.int\/rolling-review-requirements-process."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"257","DOI":"10.5194\/gmd-11-257-2018","article-title":"The ALADIN System and its canonical model configurations AROME CY41T1 and ALARO CY40T1","volume":"11","author":"Termonia","year":"2018","journal-title":"Geosci. Model Dev."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"997","DOI":"10.1175\/1520-0493(2000)128<0997:IOANAS>2.0.CO;2","article-title":"Implementation of a new assimilation scheme for soil and surface variables in a global NWP model","volume":"128","author":"Giard","year":"2000","journal-title":"Mon. Weather. Rev."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"4349","DOI":"10.5194\/essd-13-4349-2021","article-title":"ERA5-Land: A state-of-the-art global reanalysis dataset for land applications","volume":"13","author":"Dutra","year":"2021","journal-title":"Earth Syst. Sci. Data"},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Couto, F.T., Salgado, R., and Guiomar, N. (2021). Forest Fires in Madeira Island and the Fire Weather Created by Orographic Effects. Atmosphere, 12.","DOI":"10.3390\/atmos12070827"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"105034","DOI":"10.1016\/j.cageo.2022.105034","article-title":"A review of Earth Artificial Intelligence","volume":"159","author":"Sun","year":"2022","journal-title":"Comput. Geosci."},{"key":"ref_41","unstructured":"Irrgang, C., Boers, N., Sonnewald, M., Barnes, E.A., Kadow, C., Staneva, J., and Saynisch-Wagner, J. (2021). Will artificial intelligence supersede Earth System and Climate Models?. Arxiv Prepr."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"3555","DOI":"10.1002\/qj.4142","article-title":"The impact of Aeolus wind retrievals on ECMWF global weather forecasts","volume":"147","author":"Rennie","year":"2021","journal-title":"Q. J. R. Meteorol. Soc."},{"key":"ref_43","unstructured":"Jagadish, S. (2019). The Scientific Challenge of Understanding and Estimating Climate Change, George Mason University. Available online: https:\/\/www.pnas.org\/doi\/full\/10.1073\/pnas.1906691116."}],"container-title":["Atmosphere"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2073-4433\/13\/9\/1356\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T00:15:04Z","timestamp":1760141704000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2073-4433\/13\/9\/1356"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,25]]},"references-count":43,"journal-issue":{"issue":"9","published-online":{"date-parts":[[2022,9]]}},"alternative-id":["atmos13091356"],"URL":"https:\/\/doi.org\/10.3390\/atmos13091356","relation":{},"ISSN":["2073-4433"],"issn-type":[{"value":"2073-4433","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,8,25]]}}}