Rarity of shortleaf, slash, and longleaf pine seedlings in oak-pine forest types: An assessment of associated environmental, stand, site, and disturbance factors

FOREST ECOLOGY AND MANAGEMENT

卷:438

Article

Ojha, Santosh K.¹  Naka, Kozma¹  Dimov, Luben D.^1,2  Bhatta, Dilli³ 

[1] Alabama A&M Univ, Dept Biol & Environm Sci, Normal, AL 35762 USA

[2] Univ Vermont, Rubenstein Sch Environm & Nat Resources, Burlington, VT 05405 USA

[3] Univ South Carolina Upstate, Div Math & Comp Sci, Spartanburg, SC 29303 USA

关键词: FIA;    Logistic modeling;    Pine seedlings, regeneration;    Penalized maximum likelihood estimation;    Oak-pine forest;    Forest disturbances;    Site productivity;   

DOI  :  10.1016/j.foreco.2019.02.013

来源: Elsevier

【 摘 要 】

Determining the factors that influence the regeneration of pine in oak-pine forests is crucial for understanding natural regeneration dynamics and for planning forest management strategies. We investigated the vegetation structure and seedling dynamics of shortleaf, slash, and longleaf pine in oak-pine forest types of the southeastern United States. We used logistic regression with penalized maximum likelihood estimation because of the rarity of the regeneration from these pines. We performed canonical correlation, analysis of variance, and community structure analysis to produce multivariate relationships and statistical inferences. The classification accuracy of the logistic regression models for shortleaf, slash, and shortleaf pine were 96.0%, 96.7%, and 97.7%, respectively. The models indicated that environmental, climatic, stand, site productivity, and disturbance factors, or their combinations, had a significant influence on seedling occurrence. The probability of occurrence of seedlings of the three pine species increased with the increase in the overstory basal area from these species: one unit increase in overstory purity ratio of shortleaf, slash, and longleaf pine increased the odds of occurrence of their seedlings by approximately 51, 24, and 7 times, respectively. The probability of occurrence of shortleaf pine seedlings increased with increasing canopy openness in stands with a substantial proportion of shortleaf pine in the overstory. The increase in mean annual temperature and overstory basal area of slash pine increased the probability of occurrence of slash pine seedlings on wetter sites that had disturbance through harvesting and silvicultural treatments. The chances of occurrence of longleaf pine seedlings increased with increasing overstory basal area of longleaf pine, species diversity, and mean annual temperature in low density stands on low productive sites. The findings can help forest managers in designing and implementing silvicultural treatments to promote the natural regeneration of the three pines in oak-pine forests.

【 授权许可】

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