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Sediment Deposition Risk Analysis and PLSR Model Research for Cascade Reservoirs Upstream of the Yellow River
Joint Authors
Yang, Jie
Ma, Jing
Hu, De-xiu
Wang, Lu
Yin, Ji-na
Ren, Jie
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-11
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
It is difficult to effectively identify and eliminate the multiple correlation influence among the independent factors by least-squares regression.
Focusing on this insufficiency, the sediment deposition risk of cascade reservoirs and fitting model of sediment flux into the reservoir are studied.
The partial least-squares regression (PLSR) method is adopted for modeling analysis; the model fitting is organically combined with the non-model-style data content analysis, so as to realize the regression model, data structure simplification, and multiple correlations analysis among factors; meanwhile the accuracy of the model is ensured through cross validity check.
The modeling analysis of sediment flux into the cascade reservoirs of Long-Liu section upstream of the Yellow River indicates that partial least-squares regression can effectively overcome the multiple correlation influence among factors, and the isolated factor variables have better ability to explain the physical cause of measured results.
American Psychological Association (APA)
Yang, Jie& Ma, Jing& Hu, De-xiu& Wang, Lu& Yin, Ji-na& Ren, Jie. 2015. Sediment Deposition Risk Analysis and PLSR Model Research for Cascade Reservoirs Upstream of the Yellow River. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1074491
Modern Language Association (MLA)
Yang, Jie…[et al.]. Sediment Deposition Risk Analysis and PLSR Model Research for Cascade Reservoirs Upstream of the Yellow River. Mathematical Problems in Engineering No. 2015 (2015), pp.1-7.
https://search.emarefa.net/detail/BIM-1074491
American Medical Association (AMA)
Yang, Jie& Ma, Jing& Hu, De-xiu& Wang, Lu& Yin, Ji-na& Ren, Jie. Sediment Deposition Risk Analysis and PLSR Model Research for Cascade Reservoirs Upstream of the Yellow River. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-7.
https://search.emarefa.net/detail/BIM-1074491
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074491