Measurement of water level in urban streams under bad weather conditions

Detalhes bibliográficos
Autor(a) principal: Azevedo, Joaquim Amândio
Data de Publicação: 2021
Outros Autores: Brás, João André
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.13/4429
Resumo: Flood control and water resources management require monitoring the water level in rivers and streams. Water level measurement techniques increasingly consider image processing procedures. Most of the systems use a staff gauge to support the waterline detection. However, these techniques can fail when applied to urban stream channels due to water undulation, debris on the water surface, and traces of rain captured by the camera, and other adverse effects on images can be quite dramatic on the results. The importance of considering these effects is that they are usually associated with the variation in the water level with the occurrence of rain. The technique proposed in this work uses a larger detection zone to minimize the effects that tend to obstruct the waterline. The developed system uses an infrared camera to operate during the day and night. Images acquired in different weather conditions helped to evaluate the proposed technique. The water level measurement accuracy was about 1.8 cm for images taken during the day and 2.8 cm for images taken at night. During short periods of heavy rain, the accuracy was 2.6 cm for the daytime and 3.4 cm for the nighttime. Infrared lighting can improve detection accuracy at night. The developed technique provides good accuracy under different weather conditions by combining information from various detection positions to deal with waterline detection issues.
id RCAP_d7761b467cb226d509f19961286d0484
oai_identifier_str oai:digituma.uma.pt:10400.13/4429
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Measurement of water level in urban streams under bad weather conditionsUrban monitoringWater stream channelsWater level measurementImage processing.Faculdade de Ciências Exatas e da EngenhariaFlood control and water resources management require monitoring the water level in rivers and streams. Water level measurement techniques increasingly consider image processing procedures. Most of the systems use a staff gauge to support the waterline detection. However, these techniques can fail when applied to urban stream channels due to water undulation, debris on the water surface, and traces of rain captured by the camera, and other adverse effects on images can be quite dramatic on the results. The importance of considering these effects is that they are usually associated with the variation in the water level with the occurrence of rain. The technique proposed in this work uses a larger detection zone to minimize the effects that tend to obstruct the waterline. The developed system uses an infrared camera to operate during the day and night. Images acquired in different weather conditions helped to evaluate the proposed technique. The water level measurement accuracy was about 1.8 cm for images taken during the day and 2.8 cm for images taken at night. During short periods of heavy rain, the accuracy was 2.6 cm for the daytime and 3.4 cm for the nighttime. Infrared lighting can improve detection accuracy at night. The developed technique provides good accuracy under different weather conditions by combining information from various detection positions to deal with waterline detection issues.MDPIDigitUMaAzevedo, Joaquim AmândioBrás, João André2022-07-19T15:09:55Z2021-01-01T00:00:00Z2021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.13/4429engAzevedo, J. A., & Brás, J. A. (2021). Measurement of water level in urban streams under bad weather conditions. Sensors, 21(21), 7157.10.3390/s21217157info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-09-05T12:57:44Zoai:digituma.uma.pt:10400.13/4429Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:08:27.758032Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Measurement of water level in urban streams under bad weather conditions
title Measurement of water level in urban streams under bad weather conditions
spellingShingle Measurement of water level in urban streams under bad weather conditions
Azevedo, Joaquim Amândio
Urban monitoring
Water stream channels
Water level measurement
Image processing
.
Faculdade de Ciências Exatas e da Engenharia
title_short Measurement of water level in urban streams under bad weather conditions
title_full Measurement of water level in urban streams under bad weather conditions
title_fullStr Measurement of water level in urban streams under bad weather conditions
title_full_unstemmed Measurement of water level in urban streams under bad weather conditions
title_sort Measurement of water level in urban streams under bad weather conditions
author Azevedo, Joaquim Amândio
author_facet Azevedo, Joaquim Amândio
Brás, João André
author_role author
author2 Brás, João André
author2_role author
dc.contributor.none.fl_str_mv DigitUMa
dc.contributor.author.fl_str_mv Azevedo, Joaquim Amândio
Brás, João André
dc.subject.por.fl_str_mv Urban monitoring
Water stream channels
Water level measurement
Image processing
.
Faculdade de Ciências Exatas e da Engenharia
topic Urban monitoring
Water stream channels
Water level measurement
Image processing
.
Faculdade de Ciências Exatas e da Engenharia
description Flood control and water resources management require monitoring the water level in rivers and streams. Water level measurement techniques increasingly consider image processing procedures. Most of the systems use a staff gauge to support the waterline detection. However, these techniques can fail when applied to urban stream channels due to water undulation, debris on the water surface, and traces of rain captured by the camera, and other adverse effects on images can be quite dramatic on the results. The importance of considering these effects is that they are usually associated with the variation in the water level with the occurrence of rain. The technique proposed in this work uses a larger detection zone to minimize the effects that tend to obstruct the waterline. The developed system uses an infrared camera to operate during the day and night. Images acquired in different weather conditions helped to evaluate the proposed technique. The water level measurement accuracy was about 1.8 cm for images taken during the day and 2.8 cm for images taken at night. During short periods of heavy rain, the accuracy was 2.6 cm for the daytime and 3.4 cm for the nighttime. Infrared lighting can improve detection accuracy at night. The developed technique provides good accuracy under different weather conditions by combining information from various detection positions to deal with waterline detection issues.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01T00:00:00Z
2021-01-01T00:00:00Z
2022-07-19T15:09:55Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.13/4429
url http://hdl.handle.net/10400.13/4429
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Azevedo, J. A., & Brás, J. A. (2021). Measurement of water level in urban streams under bad weather conditions. Sensors, 21(21), 7157.
10.3390/s21217157
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799129952894844928