A New Approach to Use Load Duration Curves to Evaluate Water Quality: A Study in the Doce River Basin, Brazil
Although water availability depends both on qualitative and quantitative aspects, most studies focus only on one of these. Therefore, the goal here is to relate water quality and quantity with the construction of Load Duration Curves (LDC) and to estimate <i>E. coli</i> load patterns in...
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doaj-74d16fea15054eb7b12029660cd7d8202020-11-25T02:10:42ZengMDPI AGWater2073-44412020-03-0112381110.3390/w12030811w12030811A New Approach to Use Load Duration Curves to Evaluate Water Quality: A Study in the Doce River Basin, BrazilLigia de Oliveira Serrano0Alisson Carraro Borges1Fernando Falco Pruski2Marília Carvalho de Melo3Department of Agricultural Engineering, Federal University of Vicosa (UFV), Viçosa-MG 36570-900, BrazilDepartment of Agricultural Engineering, Federal University of Vicosa (UFV), Viçosa-MG 36570-900, BrazilDepartment of Agricultural Engineering, Federal University of Vicosa (UFV), Viçosa-MG 36570-900, BrazilMinas Gerais Water Management Institute (IGAM), Belo Horizonte-MG 30000-000, BrazilAlthough water availability depends both on qualitative and quantitative aspects, most studies focus only on one of these. Therefore, the goal here is to relate water quality and quantity with the construction of Load Duration Curves (LDC) and to estimate <i>E. coli</i> load patterns in different flow conditions, seasons, and positions of two sub-basins of the Doce watershed (Brazil): Piracicaba and Piranga. A novel methodology is proposed in which the Burr XII distribution is adjusted to the LDC to compare all observed loads to their respective Total Maximum Daily Load (TMDL), allowing the estimation of the relative difference (RD) between these. Higher values of RD were observed for low flows for the Piracicaba basin, more urbanized, where point sources of pollution are the primary concern, reaching up to 99% of needed load reduction. In the Piranga basin, more agricultural, there was a broader RD variation, from 9% to 97% load reduction needed, which is an evidence of point sources of pollution combined with non-point sources. The new methodology can be used to estimate the load reduction of any pollutant and can be used by environmental agencies to identify effective practices to minimize and control pollution in different locations of the basins.https://www.mdpi.com/2073-4441/12/3/811water qualitywater quality managementtmdl<i>e. coli</i> |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ligia de Oliveira Serrano Alisson Carraro Borges Fernando Falco Pruski Marília Carvalho de Melo |
spellingShingle |
Ligia de Oliveira Serrano Alisson Carraro Borges Fernando Falco Pruski Marília Carvalho de Melo A New Approach to Use Load Duration Curves to Evaluate Water Quality: A Study in the Doce River Basin, Brazil Water water quality water quality management tmdl <i>e. coli</i> |
author_facet |
Ligia de Oliveira Serrano Alisson Carraro Borges Fernando Falco Pruski Marília Carvalho de Melo |
author_sort |
Ligia de Oliveira Serrano |
title |
A New Approach to Use Load Duration Curves to Evaluate Water Quality: A Study in the Doce River Basin, Brazil |
title_short |
A New Approach to Use Load Duration Curves to Evaluate Water Quality: A Study in the Doce River Basin, Brazil |
title_full |
A New Approach to Use Load Duration Curves to Evaluate Water Quality: A Study in the Doce River Basin, Brazil |
title_fullStr |
A New Approach to Use Load Duration Curves to Evaluate Water Quality: A Study in the Doce River Basin, Brazil |
title_full_unstemmed |
A New Approach to Use Load Duration Curves to Evaluate Water Quality: A Study in the Doce River Basin, Brazil |
title_sort |
new approach to use load duration curves to evaluate water quality: a study in the doce river basin, brazil |
publisher |
MDPI AG |
series |
Water |
issn |
2073-4441 |
publishDate |
2020-03-01 |
description |
Although water availability depends both on qualitative and quantitative aspects, most studies focus only on one of these. Therefore, the goal here is to relate water quality and quantity with the construction of Load Duration Curves (LDC) and to estimate <i>E. coli</i> load patterns in different flow conditions, seasons, and positions of two sub-basins of the Doce watershed (Brazil): Piracicaba and Piranga. A novel methodology is proposed in which the Burr XII distribution is adjusted to the LDC to compare all observed loads to their respective Total Maximum Daily Load (TMDL), allowing the estimation of the relative difference (RD) between these. Higher values of RD were observed for low flows for the Piracicaba basin, more urbanized, where point sources of pollution are the primary concern, reaching up to 99% of needed load reduction. In the Piranga basin, more agricultural, there was a broader RD variation, from 9% to 97% load reduction needed, which is an evidence of point sources of pollution combined with non-point sources. The new methodology can be used to estimate the load reduction of any pollutant and can be used by environmental agencies to identify effective practices to minimize and control pollution in different locations of the basins. |
topic |
water quality water quality management tmdl <i>e. coli</i> |
url |
https://www.mdpi.com/2073-4441/12/3/811 |
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