Water Quality in the Schuylkill River, Pennsylvania: The Potential for Long‐Lead Forecasts
Prior analysis of bacteria levels in the Schuylkill River has led to a categorical daily forecast of water quality. The forecast, available online to the public through the Philadelphia Water Department website, is predominantly based on local streamflow and precipitation data. In this study, we exp...
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ftdatacite:10.17918/etd-4246 2023-05-15T17:32:50+02:00 Water Quality in the Schuylkill River, Pennsylvania: The Potential for Long‐Lead Forecasts Leung, Kinman 2021 application/pdf https://dx.doi.org/10.17918/etd-4246 https://ResearchDiscovery.drexel.edu/discovery/fulldisplay/alma991014632409604721/01DRXU_INST:ResearchRepository en eng Drexel University Open Civil engineering FOS Civil engineering Water quality--Measurement--Pennsylvania--Philadelphia Water quality--Long-range weather forecasts--Pennsylvania--Philadelphia Text Master thesis article-journal ScholarlyArticle 2021 ftdatacite https://doi.org/10.17918/etd-4246 2021-11-05T12:55:41Z Prior analysis of bacteria levels in the Schuylkill River has led to a categorical daily forecast of water quality. The forecast, available online to the public through the Philadelphia Water Department website, is predominantly based on local streamflow and precipitation data. In this study, we explore the feasibility of extending the forecast to the seasonal scale by associating large‐scale climate drivers with local streamflow and water quality parameter levels. This advance information may be relevant for decision‐makers concerned with recreational activities, ecosystem health, and water treatment (energy, chemicals), as the Schuylkill River provides approximately 40% of Philadelphia's water supply. Results indicate moderately skillful prediction of average summer total coliform and winter turbidity, using season‐ahead oceanic and atmospheric variables, predominantly from the North Atlantic Ocean. Models predicting the number of elevated turbidity events across the winter season are also explored. Text North Atlantic DataCite Metadata Store (German National Library of Science and Technology) |
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collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
English |
topic |
Civil engineering FOS Civil engineering Water quality--Measurement--Pennsylvania--Philadelphia Water quality--Long-range weather forecasts--Pennsylvania--Philadelphia |
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Civil engineering FOS Civil engineering Water quality--Measurement--Pennsylvania--Philadelphia Water quality--Long-range weather forecasts--Pennsylvania--Philadelphia Leung, Kinman Water Quality in the Schuylkill River, Pennsylvania: The Potential for Long‐Lead Forecasts |
topic_facet |
Civil engineering FOS Civil engineering Water quality--Measurement--Pennsylvania--Philadelphia Water quality--Long-range weather forecasts--Pennsylvania--Philadelphia |
description |
Prior analysis of bacteria levels in the Schuylkill River has led to a categorical daily forecast of water quality. The forecast, available online to the public through the Philadelphia Water Department website, is predominantly based on local streamflow and precipitation data. In this study, we explore the feasibility of extending the forecast to the seasonal scale by associating large‐scale climate drivers with local streamflow and water quality parameter levels. This advance information may be relevant for decision‐makers concerned with recreational activities, ecosystem health, and water treatment (energy, chemicals), as the Schuylkill River provides approximately 40% of Philadelphia's water supply. Results indicate moderately skillful prediction of average summer total coliform and winter turbidity, using season‐ahead oceanic and atmospheric variables, predominantly from the North Atlantic Ocean. Models predicting the number of elevated turbidity events across the winter season are also explored. |
format |
Text |
author |
Leung, Kinman |
author_facet |
Leung, Kinman |
author_sort |
Leung, Kinman |
title |
Water Quality in the Schuylkill River, Pennsylvania: The Potential for Long‐Lead Forecasts |
title_short |
Water Quality in the Schuylkill River, Pennsylvania: The Potential for Long‐Lead Forecasts |
title_full |
Water Quality in the Schuylkill River, Pennsylvania: The Potential for Long‐Lead Forecasts |
title_fullStr |
Water Quality in the Schuylkill River, Pennsylvania: The Potential for Long‐Lead Forecasts |
title_full_unstemmed |
Water Quality in the Schuylkill River, Pennsylvania: The Potential for Long‐Lead Forecasts |
title_sort |
water quality in the schuylkill river, pennsylvania: the potential for long‐lead forecasts |
publisher |
Drexel University |
publishDate |
2021 |
url |
https://dx.doi.org/10.17918/etd-4246 https://ResearchDiscovery.drexel.edu/discovery/fulldisplay/alma991014632409604721/01DRXU_INST:ResearchRepository |
genre |
North Atlantic |
genre_facet |
North Atlantic |
op_rights |
Open |
op_doi |
https://doi.org/10.17918/etd-4246 |
_version_ |
1766131123450019840 |