2000 · 42 citations · 16 references
ComputingComputer ScienceSpatial Data AnalysisStatisticsTime Series AnalysisFractal GeometryGaussian Process ModelingGaussian ProcessesFractal AnalysisFractal DimensionFractal Dimension TheoryGaussian Stationary ProcessesNon-stationary Gaussian Processes
This paper is concerned with estimating the fractal dimension of a surface, given the surface height at locations on a two-dimensional rectangular grid. Some new estimators are proposed and their properties, both numerical and theoretical, are examined. However, before describing the contents of this paper in more detail, we shall briefly review some earlier work on the (simpler) case of one-dimensional sampling.
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Fractal Geometry: Mathematical Foundations and Applications.
K. J. Falconer · Biometrics · 1990 · 6K citations
The Geometry of Random Fields.
Lawrence Gray, Robert J. Adler · Journal of the American Statistical Association · 1982 · 1.3K citations