Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements

Detalhes bibliográficos
Autor(a) principal: Santos, Amanda Vieira dos
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Biblioteca Digital de Teses e Dissertações da USP
Texto Completo: https://www.teses.usp.br/teses/disponiveis/85/85134/tde-10072023-094644/
Resumo: Remote sensing systems are powerful tools for atmospheric measurements. In this work, a comparison is presented between two remote sensing systems, a lidar and a ceilometer, in determining the height of the Planetary Boundary Layer (PBL) in the city of São Paulo with the Wavelet Covariance Transform (WCT) method. All data included in this work was collected between February and December, 2021. The systems used were an elastic lidar (MSP-LIDAR I), which operates at 355 nm, 532 nm and 1064 nm, and a ceilometer (Lufft CHM 15k ceilometer) which operates only in the infrared, at 1064 nm. The results are compared in different situations through case studies, which show good agreement between the values obtained with the data from both instruments in calm situations. The monthly average PBL top heights between February and December 2021 and the diurnal average of the PBL are obtained, and it is possible to observe the diurnal and seasonal cycles of the PBL. The results show good applicability of the ceilometer for carrying out measurements to obtain the PBL top height. An application of the data is presented, comparing the heights obtained throughout 2021 with CO2 concentrations measured in three locations in São Paulo, and the results show an anti-correlation between the height of the PBL and the concentration of this gas.
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spelling Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurementsObtenção da altura da Camada Limite Planetária em São Paulo a partir de dados de ceilômetro e lidarCamada Limite PlanetáriaceilometerceilometerlidarlidarPlanetary Boundary Layerremote sensingsensoriamento remotoWavelet Covariance TransformWavelet Covariance TransformRemote sensing systems are powerful tools for atmospheric measurements. In this work, a comparison is presented between two remote sensing systems, a lidar and a ceilometer, in determining the height of the Planetary Boundary Layer (PBL) in the city of São Paulo with the Wavelet Covariance Transform (WCT) method. All data included in this work was collected between February and December, 2021. The systems used were an elastic lidar (MSP-LIDAR I), which operates at 355 nm, 532 nm and 1064 nm, and a ceilometer (Lufft CHM 15k ceilometer) which operates only in the infrared, at 1064 nm. The results are compared in different situations through case studies, which show good agreement between the values obtained with the data from both instruments in calm situations. The monthly average PBL top heights between February and December 2021 and the diurnal average of the PBL are obtained, and it is possible to observe the diurnal and seasonal cycles of the PBL. The results show good applicability of the ceilometer for carrying out measurements to obtain the PBL top height. An application of the data is presented, comparing the heights obtained throughout 2021 with CO2 concentrations measured in three locations in São Paulo, and the results show an anti-correlation between the height of the PBL and the concentration of this gas.Sistemas de sensoriamento remoto são ferramentas poderosas para a realização de medidas atmosféricas. Neste trabalho, é apresentada uma comparação entre dois sistemas de sensoriamento remoto, um lidar e um ceilômetro, na determinação da altura da Camada Limite Planetária (CLP) na cidade de São Paulo com o método Wavelet Covariance Transform (WCT). Todos os dados utilizados neste trabalho foram coletados entre fevereiro e dezembro de 2021. Os instrumentos operaram durante o ano de 2021. Os sistemas utilizados foram um lidar elástico (MSP-LIDAR I), que opera em 355 nm, 532 nm e 1064 nm, e um ceilômetro (Lufft CHM 15k ceilometer) que opera apenas no infravermelho, em 1064 nm. Os resultados foram comparados em diferentes situações através de estudos de caso, que mostraram boa concordância entre os valores obtidos com os dados de ambos os instrumentos em situações de calmaria. Foram obtidas as alturas médias mensais do topo da CLP entre fevereiro e dezembro de 2021 e a média diurna da PBL, e foi possível observar os ciclos diurno e sazonal da PBL. Os resultados mostraram boa aplicabilidade do ceilômetro para realização de medidas para obtenção da altura do topo da PBL. Uma aplicação dos dados foi apresentada, comparando as alturas obtidas ao longo de 2021 com concentrações de CO2 medidas em três locais de São Paulo, e os resultados mostraram anti-correlação entre a altura da CLP e a concentração desse gás.Biblioteca Digitais de Teses e Dissertações da USPLandulfo, EduardoSantos, Amanda Vieira dos2023-04-24info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/85/85134/tde-10072023-094644/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2023-07-12T19:45:14Zoai:teses.usp.br:tde-10072023-094644Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212023-07-12T19:45:14Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements
Obtenção da altura da Camada Limite Planetária em São Paulo a partir de dados de ceilômetro e lidar
title Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements
spellingShingle Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements
Santos, Amanda Vieira dos
Camada Limite Planetária
ceilometer
ceilometer
lidar
lidar
Planetary Boundary Layer
remote sensing
sensoriamento remoto
Wavelet Covariance Transform
Wavelet Covariance Transform
title_short Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements
title_full Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements
title_fullStr Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements
title_full_unstemmed Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements
title_sort Retrieval of the planetary boundary layer height in São Paulo from ceilometer and lidar measurements
author Santos, Amanda Vieira dos
author_facet Santos, Amanda Vieira dos
author_role author
dc.contributor.none.fl_str_mv Landulfo, Eduardo
dc.contributor.author.fl_str_mv Santos, Amanda Vieira dos
dc.subject.por.fl_str_mv Camada Limite Planetária
ceilometer
ceilometer
lidar
lidar
Planetary Boundary Layer
remote sensing
sensoriamento remoto
Wavelet Covariance Transform
Wavelet Covariance Transform
topic Camada Limite Planetária
ceilometer
ceilometer
lidar
lidar
Planetary Boundary Layer
remote sensing
sensoriamento remoto
Wavelet Covariance Transform
Wavelet Covariance Transform
description Remote sensing systems are powerful tools for atmospheric measurements. In this work, a comparison is presented between two remote sensing systems, a lidar and a ceilometer, in determining the height of the Planetary Boundary Layer (PBL) in the city of São Paulo with the Wavelet Covariance Transform (WCT) method. All data included in this work was collected between February and December, 2021. The systems used were an elastic lidar (MSP-LIDAR I), which operates at 355 nm, 532 nm and 1064 nm, and a ceilometer (Lufft CHM 15k ceilometer) which operates only in the infrared, at 1064 nm. The results are compared in different situations through case studies, which show good agreement between the values obtained with the data from both instruments in calm situations. The monthly average PBL top heights between February and December 2021 and the diurnal average of the PBL are obtained, and it is possible to observe the diurnal and seasonal cycles of the PBL. The results show good applicability of the ceilometer for carrying out measurements to obtain the PBL top height. An application of the data is presented, comparing the heights obtained throughout 2021 with CO2 concentrations measured in three locations in São Paulo, and the results show an anti-correlation between the height of the PBL and the concentration of this gas.
publishDate 2023
dc.date.none.fl_str_mv 2023-04-24
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.teses.usp.br/teses/disponiveis/85/85134/tde-10072023-094644/
url https://www.teses.usp.br/teses/disponiveis/85/85134/tde-10072023-094644/
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv
dc.rights.driver.fl_str_mv Liberar o conteúdo para acesso público.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Liberar o conteúdo para acesso público.
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv
dc.publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
dc.source.none.fl_str_mv
reponame:Biblioteca Digital de Teses e Dissertações da USP
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Biblioteca Digital de Teses e Dissertações da USP
collection Biblioteca Digital de Teses e Dissertações da USP
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)
repository.mail.fl_str_mv virginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.br
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