Studying Biodiversity: Is a New Paradigm Really Needed?

被引:8
作者
Nichols, James D. [1 ]
Cooch, Evan G. [2 ]
Nichols, Jonathan M. [3 ]
Sauer, John R. [1 ]
机构
[1] US Geol Survey Biologists, Patuxent Wildlife Res Ctr, Laurel, MD USA
[2] Cornell Univ, Dept Nat Resources, Ithaca, NY 14853 USA
[3] Naval Res Lab, Washington, DC USA
关键词
biodiversity; deduction; induction; machine learning; science; DYNAMICS; DISEASE; POPULATION; SCIENCE;
D O I
10.1525/bio.2012.62.5.11
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Authors in this journal have recommended a new approach to the conduct of biodiversity science. This data-driven approach requires the organization of large amounts of ecological data, analysis of these data to discover complex patterns, and subsequent development of hypotheses corresponding to detected patterns. This proposed new approach has been contrasted with more-traditional knowledge-based approaches in which investigators deduce consequences of competing hypotheses to be confronted with actual data, providing a basis for discriminating among the hypotheses. We note that one approach is directed at hypothesis generation, whereas the other is also focused on discriminating among competing hypotheses. Here, we argue for the importance of using existing knowledge to the separate issues of (a) hypothesis selection and generation and (b) hypothesis discrimination and testing. In times of limited conservation funding, the relative efficiency of different approaches to learning should be an important consideration in decisions about how to study biodiversity.
引用
收藏
页码:497 / 502
页数:6
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