Functional principal component analysis of spatially correlated data
Sign Up to like & getrecommendations! Published in 2017 at "Statistics and Computing"
DOI: 10.1007/s11222-016-9708-4
Abstract: This paper focuses on the analysis of spatially correlated functional data. We propose a parametric model for spatial correlation and the between-curve correlation is modeled by correlating functional principal component scores of the functional data.… read more here.
Keywords: functional principal; principal component; analysis spatially; analysis ... See more keywords
Novel approach to efficient slope reliability analysis in spatially variable soils
Sign Up to like & getrecommendations! Published in 2021 at "Engineering Geology"
DOI: 10.1016/j.enggeo.2020.105989
Abstract: Abstract The random field finite element method (RF-FEM) provides a robust tool for carrying out slope reliability analysis that incorporates the spatial variability of soil properties. However, it has a major drawback of being computationally… read more here.
Keywords: slope; reliability analysis; slope reliability; analysis spatially ... See more keywords