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DOI | 10.1061/(ASCE)HE.1943-5584.0000814 |
Time Series Separation and Reconstruction Technique to Estimate Daily Suspended Sediment Concentrations | |
Mohamoud, Yusuf M. | |
发表日期 | 2014-02-01 |
ISSN | 1084-0699 |
卷号 | 19期号:2页码:328-338 |
英文摘要 | High suspended sediment concentrations (SSCs) from natural and anthropogenic sources are responsible for biological impairments of many streams, rivers, lakes, and estuaries, but techniques to estimate sediment concentrations or loads accurately at the daily temporal resolution are not available. This paper presents a time series separation and reconstruction technique (TSSR) that separates time series data (e.g., streamflow or SSC series) into two components: magnitude or duration curve and time sequence or simply sequence as referred throughout this paper. This technique uses only magnitude to estimate sediment rating curves (SRCs) and sediment duration curves (SDCs) and uses both components to estimate daily SSC series for gauged and ungauged sites. Nash-Sutcliffe model efficiency between observed and TSSR estimated SDCs for study watersheds ranged from 0.89 to 0.99. For two selected gauged sites, model efficiencies between observed and TSSR estimated SSC series were 0.96 and 0.98, and for two ungauged sites model efficiencies were 0.65 and 0.88. TSSR's improved performance is attributed to its ability to separate time series into two components, build individual SRCs, complete SDCs from the magnitude, and convert the estimated SDCs to SSC series using stored sequence to reshuffle the SDCs. For gauged sites, sequence embedded in the observed SSC series of the site itself is used, but for ungauged sites, sequence is obtained from nearby gauged sites. (C) 2014 American Society of Civil Engineers. |
英文关键词 | Suspended sediment;Time series separation and reconstruction;Sediment rating curve |
语种 | 英语 |
WOS记录号 | WOS:000335149700022 |
来源期刊 | JOURNAL OF HYDROLOGIC ENGINEERING
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来源机构 | 美国环保署 |
文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/62031 |
作者单位 | (1)US EPA, Ecosyst Res Div, Athens, GA 30605 USA |
推荐引用方式 GB/T 7714 | Mohamoud, Yusuf M.. Time Series Separation and Reconstruction Technique to Estimate Daily Suspended Sediment Concentrations[J]. 美国环保署,2014,19(2):328-338. |
APA | Mohamoud, Yusuf M..(2014).Time Series Separation and Reconstruction Technique to Estimate Daily Suspended Sediment Concentrations.JOURNAL OF HYDROLOGIC ENGINEERING,19(2),328-338. |
MLA | Mohamoud, Yusuf M.."Time Series Separation and Reconstruction Technique to Estimate Daily Suspended Sediment Concentrations".JOURNAL OF HYDROLOGIC ENGINEERING 19.2(2014):328-338. |
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