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DOI | 10.1038/s41558-023-01793-3 |
Widespread deoxygenation in warming rivers | |
Zhi, Wei; Klingler, Christoph; Liu, Jiangtao; Li, Li | |
发表日期 | 2023 |
ISSN | 1758-678X |
EISSN | 1758-6798 |
英文摘要 | Deoxygenation is commonly observed in oceans and lakes but less expected in shallower, flowing rivers. Here we reconstructed daily water temperature and dissolved oxygen in 580 rivers across the United States and 216 rivers in Central Europe by training a deep learning model using temporal weather and water quality data and static watershed attributes (for example, hydro-climate, topography, land use, soil). Results revealed persistent warming in 87% and deoxygenation in 70% of the rivers. Urban rivers demonstrated the most rapid warming, whereas agricultural rivers experienced the slowest warming but fastest deoxygenation. Mean deoxygenation rates (-0.038 & PLUSMN; 0.026 mg l-1 decade-1) were higher than those in oceans but lower than those in temperate lakes. These rates, however, may be underestimated, as training data are from grab samples collected during the day when photosynthesis peaks. Projected future rates are between 1.6 and 2.5 times higher than historical rates, indicating significant ramifications for water quality and aquatic ecosystems. Warming waters in a changing climate have led to declining oxygen levels in oceans and lakes; the impact on rivers has been less clear. This study shows that widespread deoxygenation in rivers in the United States and Central Europe may accelerate under climate change and influence water quality. |
英文关键词 | DISSOLVED-OXYGEN; WATER-QUALITY; STREAM TEMPERATURE; DECLINING OXYGEN; MODEL |
WOS研究方向 | Environmental Sciences ; Environmental Studies ; Meteorology & Atmospheric Sciences |
WOS记录号 | WOS:001066039100001 |
来源期刊 | Nature Climate Change |
文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/282298 |
作者单位 | Pennsylvania Commonwealth System of Higher Education (PCSHE); Pennsylvania State University; Pennsylvania State University - University Park; Hohai University; University of Natural Resources & Life Sciences, Vienna |
推荐引用方式 GB/T 7714 | Zhi, Wei,Klingler, Christoph,Liu, Jiangtao,et al. Widespread deoxygenation in warming rivers[J],2023. |
APA | Zhi, Wei,Klingler, Christoph,Liu, Jiangtao,&Li, Li.(2023).Widespread deoxygenation in warming rivers.Nature Climate Change. |
MLA | Zhi, Wei,et al."Widespread deoxygenation in warming rivers".Nature Climate Change (2023). |
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