Modeling the Abundance of Boreal Foundation Species: The Impact of Forest Structure, Soils, and Legacy Effects on Ericaceous Shrubs

IF 2 3区 环境科学与生态学 Q3 ECOLOGY
Per-Ola Hedwall, Annika Felton, Karin Öhman, Laura Juvany, Jörg Brunet
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引用次数: 0

Abstract

Aims

The dwarf shrubs Calluna vulgaris, Vaccinium myrtillus, and V. vitis-idaea are functionally important species in boreal forest, driving ecosystem processes and delivering multiple ecosystem services. Their dependency on previous and present land-use calls for tools to estimate the outcomes of different forest management strategies on their abundance. Here we built models for estimating their cover as a response to forest structure, soils, and legacy effects, with the ultimate target to be used in decision support systems to be able to adapt future management.

Location

Sweden.

Methods

We fitted Generalized Linear Mixed Models with beta error distribution, and accounting for zero-inflation, based on data (n > 2800) on plant cover, forest structure, and soils from the Swedish National Forest Inventory.

Results

The resulting best models include forest density and tree species composition, and their interaction effects, likely governing the light availability in the forest understory for all three species. These models also included soil fertility indicated by the C:N ratio, the age of the forest as an indicator of time since disturbance, and the cover of the focal species 10 years earlier to account for legacy and time-lag effects. Although these variables were important for the model predictions of all three species, there were interspecific differences in the response due to the stress tolerance of the species and their placement in the leaf economics spectrum.

Conclusions

We show that it is possible to predict the cover of these species with higher accuracy (R2 = 0.44–0.60) than previously has been achieved, using predictors available from for example, national forest inventories. Hence, our models will improve the estimations of the outcomes of different forest management strategies on the cover of these species. This will be important when weighing pros and cons for ecosystem functions and services, and thus imperative for sustainable forest management.

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来源期刊
Applied Vegetation Science
Applied Vegetation Science 环境科学-林学
CiteScore
6.00
自引率
10.70%
发文量
67
审稿时长
3 months
期刊介绍: Applied Vegetation Science focuses on community-level topics relevant to human interaction with vegetation, including global change, nature conservation, nature management, restoration of plant communities and of natural habitats, and the planning of semi-natural and urban landscapes. Vegetation survey, modelling and remote-sensing applications are welcome. Papers on vegetation science which do not fit to this scope (do not have an applied aspect and are not vegetation survey) should be directed to our associate journal, the Journal of Vegetation Science. Both journals publish papers on the ecology of a single species only if it plays a key role in structuring plant communities.
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