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DOI: 10.1371/journal.pone.0121724
论文题名:
Generalised Extreme Value Distributions Provide a Natural Hypothesis for the Shape of Seed Mass Distributions
作者: Will Edwards; Angela T. Moles; Caroline Chong
刊名: PLOS ONE
ISSN: 1932-6203
出版年: 2015
发表日期: 2015-4-1
卷: 10, 期:4
语种: 英语
英文关键词: Latitude ; Seeds ; Normal distribution ; Probability distribution ; Statistical distributions ; Climatology ; Fire engineering ; Leaves
英文摘要: Among co-occurring species, values for functionally important plant traits span orders of magnitude, are uni-modal, and generally positively skewed. Such data are usually log-transformed “for normality” but no convincing mechanistic explanation for a log-normal expectation exists. Here we propose a hypothesis for the distribution of seed masses based on generalised extreme value distributions (GEVs), a class of probability distributions used in climatology to characterise the impact of event magnitudes and frequencies; events that impose strong directional selection on biological traits. In tests involving datasets from 34 locations across the globe, GEVs described log10 seed mass distributions as well or better than conventional normalising statistics in 79% of cases, and revealed a systematic tendency for an overabundance of small seed sizes associated with low latitudes. GEVs characterise disturbance events experienced in a location to which individual species’ life histories could respond, providing a natural, biological explanation for trait expression that is lacking from all previous hypotheses attempting to describe trait distributions in multispecies assemblages. We suggest that GEVs could provide a mechanistic explanation for plant trait distributions and potentially link biology and climatology under a single paradigm.
URL: http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0121724&type=printable
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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/20717
Appears in Collections:过去全球变化的重建
影响、适应和脆弱性
科学计划与规划
气候变化与战略
全球变化的国际研究计划
气候减缓与适应
气候变化事实与影响

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作者单位: College of Marine and Environmental Sciences, James Cook University, Cairns, Australia;Centre for Tropical Biodiversity and Climate Change, James Cook University, Cairns, Australia;Evolution & Ecology Research Centre, School of Biological, Earth and Environmental Sciences, UNSW, Sydney, Australia;College of Marine and Environmental Sciences, James Cook University, Cairns, Australia;Centre for Tropical Biodiversity and Climate Change, James Cook University, Cairns, Australia;Current Address: Research School of Biology, Australian National University, Canberra, Australia

Recommended Citation:
Will Edwards,Angela T. Moles,Caroline Chong. Generalised Extreme Value Distributions Provide a Natural Hypothesis for the Shape of Seed Mass Distributions[J]. PLOS ONE,2015-01-01,10(4)
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