Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil

Detalhes bibliográficos
Autor(a) principal: Camargo,Rodrigo de Arruda
Data de Publicação: 2010
Outros Autores: Calijuri,Maria Lúcia, Santiago,Aníbal da Fonseca, Couto,Eduardo de Aguiar de, Silva,Marcos Dornelas Freitas Machado e
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Acta Limnologica Brasiliensia (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2179-975X2010000400012
Resumo: AIM: The Tancredo Neves International Airport (TNIA) complex is situated in Brazil's Fidalgo watershed. Since its construction, the TNIA complex has attracted urban development, leading to expansion of the complex and occupation of the surrounding area. However, this area lacks basic infrastructure such as wastewater treatment facilities. This paper had the objectives of calibrating and validating a water quality prediction model and of assessing the capacity of small karstic watersheds to assimilate non-point source pollutant loads; METHODS: We used the QUAL2Kw model for modeling the water quality. We performed model calibration for the rainy period then validated the results for the dry period; RESULTS: The model adequately represented the physical, chemical, and hydraulic aspects of the Fidalgo watershed. The pH, EC, TDS, TP, alkalinity and E. coli presented the closest simulation values for the rainy period. For the dry period, the best simulations were obtained for pH, EC, TDS, TP, and alkalinity. We concluded that the calibration and validation periods had similar RMSE values for flow rate, TDS and DOC. The differences were greater for pH, EC, NO3, TP, and E. coli. The lowest dissolved oxygen contents obtained during the calibration and validation periods were 5.4 and 4.7 mg.L-1, respectively, both of which are higher than the minimum of 4.0 mg.L-1 established by the USEPA for the conservation of aquatic communities, but lower than the minimum of 5.0 mg.L-1established by the Brazilian CONAMA 357. The upper limits for biochemical oxygen demand and total N and P can be met as long as the respective loads increase by no more than 0.361 kg.d-1 O2, 0.022 kg.d-1 N, and 0.010 kg.d-1 P, according to USEPA and 0.361 kg.d-1 O2 and 0.012 kg.d-1 P according to CONAMA 357; CONCLUSIONS: The conservation of the water resources in this region should therefore consider the adoption of preventive measures such as protecting exposed soils and decreasing the nutrient influx from agricultural and livestock activities.
id ABL-1_c374a34a721f1c69b03deb13f40e0c26
oai_identifier_str oai:scielo:S2179-975X2010000400012
network_acronym_str ABL-1
network_name_str Acta Limnologica Brasiliensia (Online)
repository_id_str
spelling Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazilwater qualitykarstic regionmodelingQUAL2Kwurban pollutionAIM: The Tancredo Neves International Airport (TNIA) complex is situated in Brazil's Fidalgo watershed. Since its construction, the TNIA complex has attracted urban development, leading to expansion of the complex and occupation of the surrounding area. However, this area lacks basic infrastructure such as wastewater treatment facilities. This paper had the objectives of calibrating and validating a water quality prediction model and of assessing the capacity of small karstic watersheds to assimilate non-point source pollutant loads; METHODS: We used the QUAL2Kw model for modeling the water quality. We performed model calibration for the rainy period then validated the results for the dry period; RESULTS: The model adequately represented the physical, chemical, and hydraulic aspects of the Fidalgo watershed. The pH, EC, TDS, TP, alkalinity and E. coli presented the closest simulation values for the rainy period. For the dry period, the best simulations were obtained for pH, EC, TDS, TP, and alkalinity. We concluded that the calibration and validation periods had similar RMSE values for flow rate, TDS and DOC. The differences were greater for pH, EC, NO3, TP, and E. coli. The lowest dissolved oxygen contents obtained during the calibration and validation periods were 5.4 and 4.7 mg.L-1, respectively, both of which are higher than the minimum of 4.0 mg.L-1 established by the USEPA for the conservation of aquatic communities, but lower than the minimum of 5.0 mg.L-1established by the Brazilian CONAMA 357. The upper limits for biochemical oxygen demand and total N and P can be met as long as the respective loads increase by no more than 0.361 kg.d-1 O2, 0.022 kg.d-1 N, and 0.010 kg.d-1 P, according to USEPA and 0.361 kg.d-1 O2 and 0.012 kg.d-1 P according to CONAMA 357; CONCLUSIONS: The conservation of the water resources in this region should therefore consider the adoption of preventive measures such as protecting exposed soils and decreasing the nutrient influx from agricultural and livestock activities.Associação Brasileira de Limnologia2010-12-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S2179-975X2010000400012Acta Limnologica Brasiliensia v.22 n.4 2010reponame:Acta Limnologica Brasiliensia (Online)instname:Associação Brasileira de Limnologia (ABL)instacron:ABL10.4322/actalb.2011.012info:eu-repo/semantics/openAccessCamargo,Rodrigo de ArrudaCalijuri,Maria LúciaSantiago,Aníbal da FonsecaCouto,Eduardo de Aguiar deSilva,Marcos Dornelas Freitas Machado eeng2012-04-13T00:00:00Zoai:scielo:S2179-975X2010000400012Revistahttp://www.ablimno.org.br/publiActa.phphttps://old.scielo.br/oai/scielo-oai.php||actalb@rc.unesp.br2179-975X0102-6712opendoar:2012-04-13T00:00Acta Limnologica Brasiliensia (Online) - Associação Brasileira de Limnologia (ABL)false
dc.title.none.fl_str_mv Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil
title Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil
spellingShingle Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil
Camargo,Rodrigo de Arruda
water quality
karstic region
modeling
QUAL2Kw
urban pollution
title_short Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil
title_full Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil
title_fullStr Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil
title_full_unstemmed Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil
title_sort Water quality prediction using the QUAL2Kw model in a small karstic watershed in Brazil
author Camargo,Rodrigo de Arruda
author_facet Camargo,Rodrigo de Arruda
Calijuri,Maria Lúcia
Santiago,Aníbal da Fonseca
Couto,Eduardo de Aguiar de
Silva,Marcos Dornelas Freitas Machado e
author_role author
author2 Calijuri,Maria Lúcia
Santiago,Aníbal da Fonseca
Couto,Eduardo de Aguiar de
Silva,Marcos Dornelas Freitas Machado e
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Camargo,Rodrigo de Arruda
Calijuri,Maria Lúcia
Santiago,Aníbal da Fonseca
Couto,Eduardo de Aguiar de
Silva,Marcos Dornelas Freitas Machado e
dc.subject.por.fl_str_mv water quality
karstic region
modeling
QUAL2Kw
urban pollution
topic water quality
karstic region
modeling
QUAL2Kw
urban pollution
description AIM: The Tancredo Neves International Airport (TNIA) complex is situated in Brazil's Fidalgo watershed. Since its construction, the TNIA complex has attracted urban development, leading to expansion of the complex and occupation of the surrounding area. However, this area lacks basic infrastructure such as wastewater treatment facilities. This paper had the objectives of calibrating and validating a water quality prediction model and of assessing the capacity of small karstic watersheds to assimilate non-point source pollutant loads; METHODS: We used the QUAL2Kw model for modeling the water quality. We performed model calibration for the rainy period then validated the results for the dry period; RESULTS: The model adequately represented the physical, chemical, and hydraulic aspects of the Fidalgo watershed. The pH, EC, TDS, TP, alkalinity and E. coli presented the closest simulation values for the rainy period. For the dry period, the best simulations were obtained for pH, EC, TDS, TP, and alkalinity. We concluded that the calibration and validation periods had similar RMSE values for flow rate, TDS and DOC. The differences were greater for pH, EC, NO3, TP, and E. coli. The lowest dissolved oxygen contents obtained during the calibration and validation periods were 5.4 and 4.7 mg.L-1, respectively, both of which are higher than the minimum of 4.0 mg.L-1 established by the USEPA for the conservation of aquatic communities, but lower than the minimum of 5.0 mg.L-1established by the Brazilian CONAMA 357. The upper limits for biochemical oxygen demand and total N and P can be met as long as the respective loads increase by no more than 0.361 kg.d-1 O2, 0.022 kg.d-1 N, and 0.010 kg.d-1 P, according to USEPA and 0.361 kg.d-1 O2 and 0.012 kg.d-1 P according to CONAMA 357; CONCLUSIONS: The conservation of the water resources in this region should therefore consider the adoption of preventive measures such as protecting exposed soils and decreasing the nutrient influx from agricultural and livestock activities.
publishDate 2010
dc.date.none.fl_str_mv 2010-12-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2179-975X2010000400012
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S2179-975X2010000400012
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.4322/actalb.2011.012
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Associação Brasileira de Limnologia
publisher.none.fl_str_mv Associação Brasileira de Limnologia
dc.source.none.fl_str_mv Acta Limnologica Brasiliensia v.22 n.4 2010
reponame:Acta Limnologica Brasiliensia (Online)
instname:Associação Brasileira de Limnologia (ABL)
instacron:ABL
instname_str Associação Brasileira de Limnologia (ABL)
instacron_str ABL
institution ABL
reponame_str Acta Limnologica Brasiliensia (Online)
collection Acta Limnologica Brasiliensia (Online)
repository.name.fl_str_mv Acta Limnologica Brasiliensia (Online) - Associação Brasileira de Limnologia (ABL)
repository.mail.fl_str_mv ||actalb@rc.unesp.br
_version_ 1754212635655536640