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dc.contributor.advisorNiño Ruiz, Elías David
dc.contributor.authorRodríguez Donado, Juan Sebastián
dc.date.accessioned2022-05-26T20:37:38Z
dc.date.available2022-05-26T20:37:38Z
dc.date.issued2022
dc.identifier.urihttp://hdl.handle.net/10584/10482
dc.description.abstractWeather forecasts are of extreme importance nowadays. They help us daily to plan and schedule activities in different contexts of our society. This paper details an effi- cient web-based framework for operational weather forecasts. We not only present the different layers but also explain how to deploy them using cutting-edge tech- nologies. We build our forecast system on top of an in-house High-Performance- Computing cluster. The Weather Research Forecast model is the numerical model to employ during forecast steps; the imperfect model trajectories are adjusted ev- ery three hours according to real-noisy observations via sequential data assimila- tion. We build numerical grids by interpolating GFS-NOAA datasets onto regular grids. Observations are taken from METeorological Aerodrome Reports extracted from OGIMET. A three-dimensional variational data assimilation method is applied to digest observations. We use interactive Folium maps in Python to display model outputs for all variables. These maps are published in https://aml-cs.github.io/ wrf-baq-0.5km/ and consumed using the GitHub REST API.
dc.formatapplication/pdfes_ES
dc.format.extent84 páginases_ES
dc.language.isoenges_ES
dc.publisherUniversidad del Nortees_ES
dc.titleTowards an operational data assimilation System: a detailed web-based framework for weather forecastes_ES
dc.typeTrabajo de grado - Maestríaes_ES
dc.publisher.programMaestría en Ingeniería de Sistemas y Computaciónes_ES
dc.publisher.departmentDepartamento de ingeniería de sistemases_ES
dc.description.degreelevelMaestríaes_ES
dc.publisher.placeBarranquilla, Colombiaes_ES
dc.rights.creativecommonshttps://creativecommons.org/licenses/by/4.0/es_ES
dc.type.coarhttp://purl.org/coar/resource_type/c_bdcces_ES
dc.type.driverinfo:eu-repo/semantics/masterThesises_ES
dc.type.contentTextes_ES
dc.type.versioninfo:eu-repo/semantics/updatedVersiones_ES
oaire.versionhttp://purl.org/coar/version/c_ab4af688f83e57aaes_ES
dc.description.degreenameMagister en Ingeniería de Sistemas y Computaciónes_ES
oaire.accessrightshttp://purl.org/coar/access_right/c_abf2es_ES
dcterms.audience.educationalcontextEstudianteses_ES
dc.subject.lembSitios web
dc.subject.lembMeteorología -- Investigaciones
dcterms.audience.professionaldevelopmentMaestríaes_ES
dc.rights.accessrightsinfo:eu-repo/semantics/openAccesses_ES


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