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Paper The following article is Open access

Preliminary study of soil permeability properties using principal component analysis

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Published under licence by IOP Publishing Ltd
, , Citation M Yulianti et al 2018 IOP Conf. Ser.: Earth Environ. Sci. 118 012029 DOI 10.1088/1755-1315/118/1/012029

1755-1315/118/1/012029

Abstract

Soil permeability measurement is undoubtedly important in carrying out soil-water research such as rainfall-runoff modelling, irrigation water distribution systems, etc. It is also known that acquiring reliable soil permeability data is rather laborious, time-consuming, and costly. Therefore, it is desirable to develop the prediction model. Several studies of empirical equations for predicting permeability have been undertaken by many researchers. These studies derived the models from areas which soil characteristics are different from Indonesian soil, which suggest a possibility that these permeability models are site-specific. The purpose of this study is to identify which soil parameters correspond strongly to soil permeability and propose a preliminary model for permeability prediction. Principal component analysis (PCA) was applied to 16 parameters analysed from 37 sites consist of 91 samples obtained from Batanghari Watershed. Findings indicated five variables that have strong correlation with soil permeability, and we recommend a preliminary permeability model, which is potential for further development.

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10.1088/1755-1315/118/1/012029