Long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics

The statistical characteristics of surface water quality play fundamental roles in climate change-related studies. Climatic drivers will affect surface water quality, and such potential effects will vary between different regions and climate types. Here, we studied the long-term trends and probabili...

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Main Authors: Khan, Afed U., Wang, Peng, Jiang, Jiping, Shi, Bin
Format: Article in Journal/Newspaper
Language:unknown
Published: 2018
Subjects:
Online Access:http://ir.rcees.ac.cn/handle/311016/40602
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spelling ftchacadscircees:oai:ir.rcees.ac.cn:311016/40602 2023-05-15T18:45:59+02:00 Long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics Khan, Afed U. Wang, Peng Jiang, Jiping Shi, Bin 2018-11-01 http://ir.rcees.ac.cn/handle/311016/40602 unknown ENVIRONMENTAL MONITORING AND ASSESSMENT http://ir.rcees.ac.cn/handle/311016/40602 cn.org.cspace.api.content.CopyrightPolicy@17926b36 Water quality Climatic drivers Long-term trends Climate elasticity Probability distributions Rivers Article 期刊论文 2018 ftchacadscircees 2020-12-22T10:25:19Z The statistical characteristics of surface water quality play fundamental roles in climate change-related studies. Climatic drivers will affect surface water quality, and such potential effects will vary between different regions and climate types. Here, we studied the long-term trends and probability distributions of water quality variables (including water temperature, pH, turbidity, DO, C-,N-,P-variables, etc.) and their relationship with climate elasticity, a non-parametric estimator of the sensitivity of the response of water quality to climate drivers, based on three typical watersheds: the Yukon, the Mekong, and the Murray. Significant decreasing trends were observed in the Yukon and Murray watersheds for the majority of water quality variables, except turbidity and filtered nitrate plus nitrite, whereas increasing trends were exhibited by most water quality variables in the Mekong watershed. Compared with the Yukon and Murray watersheds, the probability distributions of most water quality variables and their corresponding percentage change-based elasticity estimator samples are characterized by a heavy-tailed distribution in the Mekong watershed. The precipitation elasticity results are statistically meaningful in the Mekong and Murray watersheds, whereas temperature elasticity is significant in the Yukon watershed. The revealed characteristics of long-term trends and probability distributions pattern of basic water quality variables are helpful for water quality modeling. The findings suggested that the increasing trends, heavy-tailed probability distribution patterns, and the response of water quality to precipitation and temperature, especially in densely populated developing areas, can be modulated by restoration efforts, which will reduce the potential impacts of climatic and non-climatic factors. Article in Journal/Newspaper Yukon watershed Yukon Research Center for Eco-Environmental Sciences: RCEES OpenIR (Chinese Academy of Sciences) Yukon
institution Open Polar
collection Research Center for Eco-Environmental Sciences: RCEES OpenIR (Chinese Academy of Sciences)
op_collection_id ftchacadscircees
language unknown
topic Water quality
Climatic drivers
Long-term trends
Climate elasticity
Probability distributions
Rivers
spellingShingle Water quality
Climatic drivers
Long-term trends
Climate elasticity
Probability distributions
Rivers
Khan, Afed U.
Wang, Peng
Jiang, Jiping
Shi, Bin
Long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics
topic_facet Water quality
Climatic drivers
Long-term trends
Climate elasticity
Probability distributions
Rivers
description The statistical characteristics of surface water quality play fundamental roles in climate change-related studies. Climatic drivers will affect surface water quality, and such potential effects will vary between different regions and climate types. Here, we studied the long-term trends and probability distributions of water quality variables (including water temperature, pH, turbidity, DO, C-,N-,P-variables, etc.) and their relationship with climate elasticity, a non-parametric estimator of the sensitivity of the response of water quality to climate drivers, based on three typical watersheds: the Yukon, the Mekong, and the Murray. Significant decreasing trends were observed in the Yukon and Murray watersheds for the majority of water quality variables, except turbidity and filtered nitrate plus nitrite, whereas increasing trends were exhibited by most water quality variables in the Mekong watershed. Compared with the Yukon and Murray watersheds, the probability distributions of most water quality variables and their corresponding percentage change-based elasticity estimator samples are characterized by a heavy-tailed distribution in the Mekong watershed. The precipitation elasticity results are statistically meaningful in the Mekong and Murray watersheds, whereas temperature elasticity is significant in the Yukon watershed. The revealed characteristics of long-term trends and probability distributions pattern of basic water quality variables are helpful for water quality modeling. The findings suggested that the increasing trends, heavy-tailed probability distribution patterns, and the response of water quality to precipitation and temperature, especially in densely populated developing areas, can be modulated by restoration efforts, which will reduce the potential impacts of climatic and non-climatic factors.
format Article in Journal/Newspaper
author Khan, Afed U.
Wang, Peng
Jiang, Jiping
Shi, Bin
author_facet Khan, Afed U.
Wang, Peng
Jiang, Jiping
Shi, Bin
author_sort Khan, Afed U.
title Long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics
title_short Long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics
title_full Long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics
title_fullStr Long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics
title_full_unstemmed Long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics
title_sort long-term trends and probability distributions of river water quality variables and their relationships with climate elasticity characteristics
publishDate 2018
url http://ir.rcees.ac.cn/handle/311016/40602
geographic Yukon
geographic_facet Yukon
genre Yukon watershed
Yukon
genre_facet Yukon watershed
Yukon
op_relation ENVIRONMENTAL MONITORING AND ASSESSMENT
http://ir.rcees.ac.cn/handle/311016/40602
op_rights cn.org.cspace.api.content.CopyrightPolicy@17926b36
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