Retrieval of aerosol microphysical propreties from lidar data
| dc.audience.degree | MÀSTER UNIVERSITARI EN ENGINYERIA DE TELECOMUNICACIÓ (Pla 2013) |
| dc.audience.educationlevel | Màster |
| dc.audience.mediator | Escola Tècnica Superior d'Enginyeria de Telecomunicació de Barcelona |
| dc.contributor | Comerón Tejero, Adolfo |
| dc.contributor | Rodríguez Gómez, Alejandro Antonio |
| dc.contributor | Chang, Yuyang |
| dc.contributor.author | Gilè, Carlotta |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
| dc.date.accessioned | 2025-01-31T16:17:46Z |
| dc.date.available | 2025-01-31T16:17:46Z |
| dc.date.issued | 2024-09-09 |
| dc.date.updated | 2024-11-01T06:49:55Z |
| dc.description.abstract | Aerosols 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.slug | ETSETB-230.189509 |
| dc.identifier.uri | https://hdl.handle.net/2117/423145 |
| dc.language.iso | eng |
| dc.publisher | Universitat Politècnica de Catalunya |
| dc.rights | S'autoritza la difusió de l'obra mitjançant la llicència Creative Commons o similar 'Reconeixement-NoComercial- SenseObraDerivada' |
| dc.rights.access | Open Access |
| dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Radiocomunicació i exploració electromagnètica::Teledetecció |
| dc.subject.lcsh | Atmospheric aerosols |
| dc.subject.lcsh | Air quality |
| dc.subject.lcsh | Remote sensing |
| dc.subject.lemac | Atmospheric aerosols |
| dc.subject.lemac | Aire -- Qualitat |
| dc.subject.lemac | Teledetecció |
| dc.subject.other | aerosol microphysical properties |
| dc.subject.other | BOREAL |
| dc.subject.other | lidar measurements |
| dc.subject.other | decision tree |
| dc.title | Retrieval of aerosol microphysical propreties from lidar data |
| dc.type | Master thesis |
| dspace.entity.type | Publication |
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