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Plant cover estimation based on the beta distribution in grassland vegetation
Authors:Jun Chen  Masae Shiyomi  Charles D Bonham  Taisuke Yasuda  Yoshimichi Hori  Yasuo Yamamura
Institution:(1) Faculty of Science, Ibaraki University, Mito, Japan;(2) The Open University of Japan, Ibaraki Learning Center, and Ibaraki University, Bunkyo 2-1-1, Mito 310-0056, Japan;(3) Department of Forest, Rangeland, and Watershed Stewardship, Colorado State University, Fort Collins, CO, USA;(4) Yamanashi Institute of Environmental Science, Fujiyoshida, Japan
Abstract:Cover is the most frequently used measure of abundance in vegetation surveys of grasslands, and various qualitative and semi-quantitative methods have been developed for visual estimation of this metric. Field survey is usually made with a point-grid plate. The frequency distributions of cover derived from point-grid counts follow a beta distribution. Combining point-grid counts from a field survey and the beta distribution for a statistical analysis, we developed an effort-saving cover-measurement method. Cover is measured with a transparent plastic plate on which, for example, 10 × 10 = 100 points are arranged in a lattice with 1-cm grid spacing (thus, one point count represents 1 cm2 of cover). N quadrats are set out at randomly dispersed sites in a grassland, and, in each, the plastic plate is used for making counts. The number of grid points located above a given species is counted in every quadrat until the number of counted points reaches a given value c, which is determined in advance. If the number of counted points reaches c in a quadrat, the count is stopped and the quadrat is classified in the category “>c”. In quadrats where c is not attained, full point counts above the species bodies are made. Let g be the number of observed quadrats whose cover is ≤c. Using these g cover measurements and the number of quadrats (N − g) with cover >c, we can quantitatively estimate cover for each species and the spatial pattern index value based on the maximum likelihood method. In trial counts using this method, the time savings varied between 5% and 41%, depending on the shape of the cover frequency distribution. The mean cover value estimates agreed well with conventional measures without a stopping point (i.e., based on full counts of all points in each quadrat).
Keywords:Beta distribution  Cover estimation  Grassland vegetation  Maximum likelihood estimate  Effort-saving measurement
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