PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Automatic Detection of Onset and Cessation of Tree Stem Radius Increase using Dendrometer Data and CUSUM Charts
Mika Sulkava, Harri Mäkinen, Pekka Nöjd and Jaakko Hollmen
Proceedings of the 2nd European Symposium on Time Series Prediction (ESTSP'08) pp. 77-86, 2008.

Abstract

Dendrometers are devices, which measure continuously the stem radius of a tree. In this work, we studied the use of cumulative sum (CUSUM) charts for automatically and, thus, objectively determining the onset and cessation dates of radial increase based on dendrometer data. We used data measured in two forest stands in southern Finland to demonstrate the idea and to test the performance of the CUSUM chart. In order to produce reliable results, one has to choose suitable parameter values for the chart. Once configured properly, the method produced results similar to those determined by an expert.

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
ID Code:4205
Deposited By:Jaakko Hollmen
Deposited On:21 November 2008