Retrieval of aerosol microphysical propreties from lidar data

dc.audience.degreeMÀSTER UNIVERSITARI EN ENGINYERIA DE TELECOMUNICACIÓ (Pla 2013)
dc.audience.educationlevelMàster
dc.audience.mediatorEscola Tècnica Superior d'Enginyeria de Telecomunicació de Barcelona
dc.contributorComerón Tejero, Adolfo
dc.contributorRodríguez Gómez, Alejandro Antonio
dc.contributorChang, Yuyang
dc.contributor.authorGilè, Carlotta
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
dc.date.accessioned2025-01-31T16:17:46Z
dc.date.available2025-01-31T16:17:46Z
dc.date.issued2024-09-09
dc.date.updated2024-11-01T06:49:55Z
dc.description.abstractAerosols are a significant component of the atmosphere. The full understanding of their effects on climate, air quality, and human health requires retrieving their microphysical properties. Studying these characteristics is fundamental to forecasting and minimizing aerosols' environmental impacts. This thesis represents the first attempt to retrieve range-resolved aerosol microphysical properties using lidar-only data at Universitat Politècnica de Catalunya. We undertake an investigation into the Basic Algorithm for REtrieval of Aerosol with Lidar (BOREAL), developed at the University of Lille, focusing on its applicability to common aerosols in the Mediterranean area, such as Saharan Dust. The algorithm's performance is assessed through an exploratory analysis that aims to explore the influence of various input parameters on its accuracy. Furthermore, the research compares BOREAL's results with those of an established inversion algorithm (AERONET), offering new insights into the retrieval process. These findings contribute to a deeper understanding of aerosol characterization and lay the framework for BOREAL's future use in aerosol studies.
dc.identifier.slugETSETB-230.189509
dc.identifier.urihttps://hdl.handle.net/2117/423145
dc.language.isoeng
dc.publisherUniversitat Politècnica de Catalunya
dc.rightsS'autoritza la difusió de l'obra mitjançant la llicència Creative Commons o similar 'Reconeixement-NoComercial- SenseObraDerivada'
dc.rights.accessOpen Access
dc.subjectÀrees temàtiques de la UPC::Enginyeria de la telecomunicació::Radiocomunicació i exploració electromagnètica::Teledetecció
dc.subject.lcshAtmospheric aerosols
dc.subject.lcshAir quality
dc.subject.lcshRemote sensing
dc.subject.lemacAtmospheric aerosols
dc.subject.lemacAire -- Qualitat
dc.subject.lemacTeledetecció
dc.subject.otheraerosol microphysical properties
dc.subject.otherBOREAL
dc.subject.otherlidar measurements
dc.subject.otherdecision tree
dc.titleRetrieval of aerosol microphysical propreties from lidar data
dc.typeMaster thesis
dspace.entity.typePublication

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