Influencing Factors Analysis of Taiwan Eutrophicated Reservoirs

Treatment cost and quality of domestic water are highly correlated with raw water quality in reservoirs. This study aims to identify the key factors that influence the trophic state levels and correlations among Carlson trophic state index (CTSI) levels, water quality parameters and weather factors...

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Main Authors: Marsha Savira Agatha Putri, Jr-Lin Lin, Lin-Han Chiang Hsieh, Yasmin Zafirah, Gerry Andhikaputra, Yu-Chun Wang
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/12/5/1325
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spelling doaj-37ca05a8754a4042b5a35c18bf01dde22020-11-25T02:07:46ZengMDPI AGWater2073-44412020-05-01121325132510.3390/w12051325Influencing Factors Analysis of Taiwan Eutrophicated ReservoirsMarsha Savira Agatha Putri0Jr-Lin Lin1Lin-Han Chiang Hsieh2Yasmin Zafirah3Gerry Andhikaputra4Yu-Chun Wang5Department of Environmental Engineering, College of Engineering, Chung Yuan Christian University, 200 Chung-Pei Road, Zhongli 320, TaiwanDepartment of Environmental Engineering, College of Engineering, Chung Yuan Christian University, 200 Chung-Pei Road, Zhongli 320, TaiwanDepartment of Environmental Engineering, College of Engineering, Chung Yuan Christian University, 200 Chung-Pei Road, Zhongli 320, TaiwanDepartment of Environmental Engineering, College of Engineering, Chung Yuan Christian University, 200 Chung-Pei Road, Zhongli 320, TaiwanDepartment of Environmental Engineering, College of Engineering, Chung Yuan Christian University, 200 Chung-Pei Road, Zhongli 320, TaiwanDepartment of Environmental Engineering, College of Engineering, Chung Yuan Christian University, 200 Chung-Pei Road, Zhongli 320, TaiwanTreatment cost and quality of domestic water are highly correlated with raw water quality in reservoirs. This study aims to identify the key factors that influence the trophic state levels and correlations among Carlson trophic state index (CTSI) levels, water quality parameters and weather factors in four major reservoirs in Taiwan from 2000 to 2017. Weather (e.g., air temperature, relative humidity, total precipitation, sunlight percentage and cloud cover) and water quality parameters (e.g., pH, chemical oxygen demand, suspended solids (SS), ammonia, total hardness, nitrate, nitrite and water temperature) were included in the principal component analysis and absolute principal component score models to evaluate the main governing factors of the trophic state levels (e.g., CTSI). SS were washed out by precipitation, thereby influencing the reservoir transparency tremendously and contributing over 50% to the CTSI level in eutrophicated reservoirs (e.g., the Shihmen and Chengchinghu Reservoirs). CTSI levels in the mesotrophic reservoir (e.g., Liyutan Reservoir) had strong correlation with chlorophyll-a and total phosphorus. Results show that rainfall/weather factors were the key driving factors that affected the CTSI levels in Taiwan eutrophicated reservoirs, indicating the need to consider basin management and the impacts of extreme precipitation in reservoir management and future policymaking.https://www.mdpi.com/2073-4441/12/5/1325reservoireutrophicationsource apportionmentCarlson trophic state index
collection DOAJ
language English
format Article
sources DOAJ
author Marsha Savira Agatha Putri
Jr-Lin Lin
Lin-Han Chiang Hsieh
Yasmin Zafirah
Gerry Andhikaputra
Yu-Chun Wang
spellingShingle Marsha Savira Agatha Putri
Jr-Lin Lin
Lin-Han Chiang Hsieh
Yasmin Zafirah
Gerry Andhikaputra
Yu-Chun Wang
Influencing Factors Analysis of Taiwan Eutrophicated Reservoirs
Water
reservoir
eutrophication
source apportionment
Carlson trophic state index
author_facet Marsha Savira Agatha Putri
Jr-Lin Lin
Lin-Han Chiang Hsieh
Yasmin Zafirah
Gerry Andhikaputra
Yu-Chun Wang
author_sort Marsha Savira Agatha Putri
title Influencing Factors Analysis of Taiwan Eutrophicated Reservoirs
title_short Influencing Factors Analysis of Taiwan Eutrophicated Reservoirs
title_full Influencing Factors Analysis of Taiwan Eutrophicated Reservoirs
title_fullStr Influencing Factors Analysis of Taiwan Eutrophicated Reservoirs
title_full_unstemmed Influencing Factors Analysis of Taiwan Eutrophicated Reservoirs
title_sort influencing factors analysis of taiwan eutrophicated reservoirs
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2020-05-01
description Treatment cost and quality of domestic water are highly correlated with raw water quality in reservoirs. This study aims to identify the key factors that influence the trophic state levels and correlations among Carlson trophic state index (CTSI) levels, water quality parameters and weather factors in four major reservoirs in Taiwan from 2000 to 2017. Weather (e.g., air temperature, relative humidity, total precipitation, sunlight percentage and cloud cover) and water quality parameters (e.g., pH, chemical oxygen demand, suspended solids (SS), ammonia, total hardness, nitrate, nitrite and water temperature) were included in the principal component analysis and absolute principal component score models to evaluate the main governing factors of the trophic state levels (e.g., CTSI). SS were washed out by precipitation, thereby influencing the reservoir transparency tremendously and contributing over 50% to the CTSI level in eutrophicated reservoirs (e.g., the Shihmen and Chengchinghu Reservoirs). CTSI levels in the mesotrophic reservoir (e.g., Liyutan Reservoir) had strong correlation with chlorophyll-a and total phosphorus. Results show that rainfall/weather factors were the key driving factors that affected the CTSI levels in Taiwan eutrophicated reservoirs, indicating the need to consider basin management and the impacts of extreme precipitation in reservoir management and future policymaking.
topic reservoir
eutrophication
source apportionment
Carlson trophic state index
url https://www.mdpi.com/2073-4441/12/5/1325
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