The logratio approach to the classification of modern sediments and sedimentary environments in northern South China Sea |
| |
| Authors: | Di Zhou Hanzong Chen and Youlang Lou |
| |
| Institution: | (1) South China Sea Institute of Oceanology, Academia Sinica, 164 W. Xingang Rd., 510301 Guangzhou, People's Republic of China |
| |
| Abstract: | Grain-size measurements are a type of compositional data and thus subject to closure effects and nonnormality. The logratio transform of Aitchison successfully resolves these problems in compositional data analysis. An application to modern sediment data from the northern part of the South China Sea demonstrates that logratio principal components analysis provides a clear separation of data which cannot be obtained by ordinary principal components analysis, and that cluster analysis using logratio principal components gives a much better classification of sediments than does cluster analysis using raw data. The delineation of sedimentary environments on the basis of a logratio classification of sediment samples provides a better understanding of hydrodynamic conditions on the shelf. |
| |
| Keywords: | compositional data logratio transformation grain-size distribution sedimentary environment |
| 本文献已被 SpringerLink 等数据库收录！ |
