Climatic controls on distribution of Fagus crenata forests in Japan

Tetsuya Matsui, Tsutomu Yagihashi, Tomoki Nakaya, Nobuyuki Tanaka, Hiroshi Taoda

Research output: Contribution to journalArticlepeer-review

53 Citations (Scopus)

Abstract

We used classification tree analysis to develop a climate-based distribution model for Fagus crenata forests in Japan. Four climatic variables judged likely to affect the distribution of the species (summer and winter precipitation, minimum temperature of the coldest month and Kira's warmth index) were chosen as independent variables for the model. Latitudinal and longitudinal information was also used to examine effects of spatial autocorrelation on the model. The climatic factors associated with the distribution of the forests were analysed using a classification tree to devise prediction rules. Predicted areas of high probability for forest occurrence lay mainly on the Sea of Japan side of northern Honshu and southern Hokkaido. This is consistent with actual forest distribution. Some areas with high predicted probabilities of F. crenata forest occurrence were beyond the current natural northern range limits of these forests. Since these areas were widely scattered, it was assumed that the species has been hindered from colonizing them due to dispersal limitations. Deviance-weighted scores, used to compare magnitudes of the contributions of predictor variables, revealed winter precipitation as the most influential factor, followed by the warmth index, the minimum temperature of the coldest month and summer precipitation. Attempts were made to generate ecological explanations for the effects of the four climatic factors on the distribution of F. crenata forests.

Original languageEnglish
Pages (from-to)57-66
Number of pages10
JournalJournal of Vegetation Science
Volume15
Issue number1
DOIs
Publication statusPublished - 2004 Feb
Externally publishedYes

Keywords

  • Beech
  • Classification tree model
  • Climate vegetation relation
  • Cool temperate forest
  • Deviance weighted score
  • Minimum temperature
  • Precipitation
  • Predictive distribution model
  • Range limit
  • Snow
  • Spatial autocorrelation
  • Spatial prediction
  • Warmth index

ASJC Scopus subject areas

  • Ecology
  • Plant Science

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