M
Michael F. Hutchinson
Researcher at Australian National University
Publications - 118
Citations - 11548
Michael F. Hutchinson is an academic researcher from Australian National University. The author has contributed to research in topics: Smoothing spline & Smoothing. The author has an hindex of 46, co-authored 117 publications receiving 10457 citations. Previous affiliations of Michael F. Hutchinson include Commonwealth Scientific and Industrial Research Organisation & Kansas Department of Agriculture, Division of Water Resources.
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A new procedure for gridding elevation and stream line data with automatic removal of spurious pits
TL;DR: In this article, a morphological approach to the interpolation of regular grid digital elevation models (DEMs) from surface specific elevation data points and selected stream lines is described, which has given rise to a computationally efficient interpolation procedure which couples the minimization of a terrain specific roughness penalty with an automatic drainage enforcement algorithm.
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Interpolating mean rainfall using thin plate smoothing splines
TL;DR: Thin plate smoothing splines provide accurate, operationally straightforward and computationally efficient solutions to the problem of the spatial interpolation of annual mean rainfall for a standard period from point data which contains many short period rainfall means.
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A stochastic estimator of the trace of the influence matrix for laplacian smoothing splines
TL;DR: An unbiased stochastic estimator of tr(I-A), where A is the influence matrix associated with the calculation of Laplacian smoothing splines, is described in this article.
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bioclim: the first species distribution modelling package, its early applications and relevance to most current MaxEnt studies
TL;DR: Understanding when the first SDM software package (bioclim) was developed and how a broad range of applications using the package was explored within the first 8 years following its release is clarified.
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Potential Impacts of Climate Change on the Distribution of North American Trees
TL;DR: The present-day climatic niches for 130 North American tree species are determined and the climatic conditions of these niches are located on maps of predicted future climate, indicating where each species could potentially occur by the end of the century.