Predicting the suitable habitat distribution of berry plants under climate change

被引:6
作者
Hamilton, Casey W. [1 ]
Smithwick, Erica A. H. [1 ,2 ]
Spellman, Katie V. [3 ]
Baltensperger, Andrew P. [3 ]
Spellman, Blaine T. [4 ]
Chi, Guangqing [5 ,6 ]
机构
[1] Penn State Univ, Dept Geog, University Pk, PA 16802 USA
[2] Penn State Univ, Earth & Environm Syst Inst, University Pk, PA 16802 USA
[3] Univ Alaska Fairbanks, Int Arctic Res Ctr IARC, Fairbanks, AK 99775 USA
[4] United States Dept Agr, Nat Resources Conservat Serv, Washington, DC USA
[5] Penn State Univ, Dept Agr Econ Sociol & Educ, University Pk, PA 16802 USA
[6] Penn State Univ, Social Sci Res Inst, Populat Res Inst, University Pk, PA 16802 USA
基金
美国国家科学基金会; 美国食品与农业研究所;
关键词
Berries; Boreal; Climate change; Habitat suitability; Random forests; Species distribution model; SPECIES DISTRIBUTION MODELS; VACCINIUM-ULIGINOSUM; SHRUB EXPANSION; HUMAN HEALTH; IMPACTS; SHIFTS; RANGE; VEGETATION; COMMUNITY; RESPONSES;
D O I
10.1007/s10980-024-01839-7
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
ContextClimate change is altering suitable habitat distributions of many species at high latitudes. Fleshy fruit-producing plants (hereafter, "berry plants") are important in arctic food webs and as subsistence resources for human communities, but their response to a warming and increasingly variable climate at a landscape scale has not yet been examined.ObjectivesWe aimed to identify environmental determinants of berry plant distribution and predict how climate change might shift these distributions.MethodsWe used species distribution models to identify characteristics and predict the distribution of suitable habitat under current (2006-2013) and future climate conditions (2081-2100; representative concentration pathways 4.5, 6.0, & 8.5) for five berry plant species: Vaccinium uliginosum L., Empetrum nigrum L., Rubus chamaemorus L., Vaccinium vitis-idaea L., and Viburnum edule (Michx.) Raf..ResultsElevation, soil characteristics, and January and July temperatures were important drivers of habitat distributions. Future suitable habitat predictions showed net declines in suitable habitat area for all species modeled under almost all future climate scenarios tested.ConclusionsOur work contributes to understanding potential geographic shifts in suitable berry plant habitat with climate change at a landscape scale. Shifting and retracting distributions may alter where communities can harvest, suggesting that access to these resources may become restricted in the future. Our prediction maps may help inform climate adaptation planning as communities anticipate shifting access to harvesting locations.
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页数:22
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