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REVIEW OF MODELLING THE DISTRIBUTION OF PLANT SPECIES
植物种分布的模拟研究进展

Keywords: Plant species-climate relationship,Actual distribution range,Potential distribution range,Model,Environmental factors,Global change
植物种-气候关系
,实际分布区,潜在分布区,模型,环境因子,全球变化

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Abstract:

Vegetation_climate relationship at the species level has always been a popular research topic in ecology. This review paper summarizes early research and recent research advances on plant species_climate relationship in China and in the world. Especially since the 1980s, when global change study started and rapidly developed, research has focused on relationship between plant species' geographical distribution and climate. During the past two decades, predictive models on species' potential geographical distributions have been well developed. These include statistical models (e.g., correlative models including bioclimatic envelope or climatic envelope models, regression models including generalized linear and generalized additive models, rule_based models including classification and regression tree analysis and artificial neural network, as well as ecological niche models and climatic response models) and mechanistic models (e.g., the STASH model on the basis of BIOME1 biogeographical model, FORSKA forest gap model, the process_based phenology model PHENOFIT, and a model based on water balance, temperature and plant phenology). We compare the advantages and disadvantages of different models, synthesize predictions on the future distribution of plant species in different regions and introduce China's studies about the potential and future distributions of selected plant species. This review provides background knowledge in order to more precisely model and predict the future change of plant species under global change.

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