Predicting magnesium concentration in needles of Silver fir and Norway spruce—a case study

Jun 21st, 2015
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Different geostatistical methods are used to interpolate the spatial distribution of the foliar magnesium content of Silver fir and Norway spruce in the Black Forest.

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Predicting magnesium concentration in needles of Silver fir and Norway sprucea case study References and further reading may be available for this article. To view references and further reading you must purchase this article.Monica Musio, a, , , Nicole Augustind, Hans-Peter Kahleb, Andreas Krallc, Edgar Kublinc, Rdiger Unseldb and Klaus von Wilpertca Freiburg Centre for Data Analysis and Modelling, University of Freiburg, Eckerstr. 1, Freiburg D-79104, Germanyb Institute for Forest Growth, University of Freiburg, Tennenbacherstr. 4, Freiburg D-79085, Germanyc Forest Research Centre Baden-Wrttemberg, Wonnhaldestr. 4, D-79100, Freiburg/Br., Germanyd Department of Statistics, The University of Glasgow, 6128QQ, UKReceived 1 October 2002; Revised 13 January 2004; accepted 17 February 2004. Available online 31 July 2004. AbstractDifferent geostatistical methods are used to interpolate the spatial distribution of the foliar magnesium content of Silver fir and Norway spruce in the Black Forest. The data analysed are from a monitoring survey carried out in 1994 in the forest of Baden-Wrttemberg, a federal state in the south-west region of Germany. In this survey many potential explanatory variables are collected. The aim of this paper is to identify the best prediction method that can be useful in the future for causeeffect studies and environmental modelling. At the same time, causal relationships between the response variable and the predict

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