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The effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal Maine
Faecal pollution in stormwater, wastewater and direct run-off can carry zoonotic pathogens to streams, rivers and the ocean, reduce water quality, and affect both recreational and commercial fishing areas of the coastal ocean. Typically, the closure of beaches and commercial fishing areas is governe...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4632571/ https://www.ncbi.nlm.nih.gov/pubmed/26587258 http://dx.doi.org/10.1098/rsos.140429 |
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author | Tilburg, Charles E. Jordan, Linda M. Carlson, Amy E. Zeeman, Stephan I. Yund, Philip O. |
author_facet | Tilburg, Charles E. Jordan, Linda M. Carlson, Amy E. Zeeman, Stephan I. Yund, Philip O. |
author_sort | Tilburg, Charles E. |
collection | PubMed |
description | Faecal pollution in stormwater, wastewater and direct run-off can carry zoonotic pathogens to streams, rivers and the ocean, reduce water quality, and affect both recreational and commercial fishing areas of the coastal ocean. Typically, the closure of beaches and commercial fishing areas is governed by the testing for the presence of faecal bacteria, which requires an 18–24 h period for sample incubation. As water quality can change during this testing period, the need for accurate and timely predictions of coastal water quality has become acute. In this study, we: (i) examine the relationship between water quality, precipitation and river discharge at several locations within the Gulf of Maine, and (ii) use multiple linear regression models based on readily obtainable hydrometeorological measurements to predict water quality events at five coastal locations. Analysis of a 12 year dataset revealed that high river discharge and/or precipitation events can lead to reduced water quality; however, the use of only these two parameters to predict water quality can result in a number of errors. Analysis of a higher frequency, 2 year study using multiple linear regression models revealed that precipitation, salinity, river discharge, winds, seasonality and coastal circulation correlate with variations in water quality. Although there has been extensive development of regression models for freshwater, this is one of the first attempts to create a mechanistic model to predict water quality in coastal marine waters. Model performance is similar to that of efforts in other regions, which have incorporated models into water resource managers' decisions, indicating that the use of a mechanistic model in coastal Maine is feasible. |
format | Online Article Text |
id | pubmed-4632571 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-46325712015-11-19 The effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal Maine Tilburg, Charles E. Jordan, Linda M. Carlson, Amy E. Zeeman, Stephan I. Yund, Philip O. R Soc Open Sci Earth Science Faecal pollution in stormwater, wastewater and direct run-off can carry zoonotic pathogens to streams, rivers and the ocean, reduce water quality, and affect both recreational and commercial fishing areas of the coastal ocean. Typically, the closure of beaches and commercial fishing areas is governed by the testing for the presence of faecal bacteria, which requires an 18–24 h period for sample incubation. As water quality can change during this testing period, the need for accurate and timely predictions of coastal water quality has become acute. In this study, we: (i) examine the relationship between water quality, precipitation and river discharge at several locations within the Gulf of Maine, and (ii) use multiple linear regression models based on readily obtainable hydrometeorological measurements to predict water quality events at five coastal locations. Analysis of a 12 year dataset revealed that high river discharge and/or precipitation events can lead to reduced water quality; however, the use of only these two parameters to predict water quality can result in a number of errors. Analysis of a higher frequency, 2 year study using multiple linear regression models revealed that precipitation, salinity, river discharge, winds, seasonality and coastal circulation correlate with variations in water quality. Although there has been extensive development of regression models for freshwater, this is one of the first attempts to create a mechanistic model to predict water quality in coastal marine waters. Model performance is similar to that of efforts in other regions, which have incorporated models into water resource managers' decisions, indicating that the use of a mechanistic model in coastal Maine is feasible. The Royal Society Publishing 2015-07-29 /pmc/articles/PMC4632571/ /pubmed/26587258 http://dx.doi.org/10.1098/rsos.140429 Text en © 2015 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Earth Science Tilburg, Charles E. Jordan, Linda M. Carlson, Amy E. Zeeman, Stephan I. Yund, Philip O. The effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal Maine |
title | The effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal Maine |
title_full | The effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal Maine |
title_fullStr | The effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal Maine |
title_full_unstemmed | The effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal Maine |
title_short | The effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal Maine |
title_sort | effects of precipitation, river discharge, land use and coastal circulation on water quality in coastal maine |
topic | Earth Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4632571/ https://www.ncbi.nlm.nih.gov/pubmed/26587258 http://dx.doi.org/10.1098/rsos.140429 |
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