globalchange  > 过去全球变化的重建
DOI: 10.1093/jmammal/gyy174
WOS记录号: WOS:000482142600024
论文题名:
Topic modeling of major research themes in disease ecology of mammals
作者: Han, Barbara A.; Ostfeld, Richard S.
通讯作者: Han, Barbara A.
刊名: JOURNAL OF MAMMALOGY
ISSN: 0022-2372
EISSN: 1545-1542
出版年: 2019
卷: 100, 期:3, 页码:1008-1018
语种: 英语
英文关键词: behavioral ecology ; content mining ; helminth parasites ; machine learning ; marine disease ; vector-borne ; zoonosis
WOS关键词: CLIMATE-CHANGE ; INFECTIOUS-DISEASES ; RISK ; TRANSMISSION ; EXPOSURE ; PACKAGE
WOS学科分类: Zoology
WOS研究方向: Zoology
英文摘要:

Disease ecology is a rapidly growing subdiscipline, and mammals and their parasites feature prominently in both historical and more recent research efforts. Nevertheless, the diversity of topics explored, and those not well explored, has not been systematically assessed. We conducted a systematic review of the published scientific literature in disease ecology of mammals and subjected the collection of original and review articles identified to a topic modeling approach, which is based on the words used in the published texts and their contexts (i.e., the frequency and strength of their semantic relationships with one another). In addition to concept maps identifying the most prominent research themes, we identified eight (not mutually exclusive) subcategories of studies, including experimental, theoretical, comparative, behavioral, immunological-microbiological, biogeographic-macroecological, vector-focused (e.g., mosquitoes), and disturbance-focused. The most prominent themes arising in review papers included the ecology of zoonotic diseases transmitted from non-human mammals, comparisons of pathogen prevalence between mammalian species, and pathogen discovery-disease surveillance studies, particularly of marine mammals and bats. For the original articles, the most prominent themes included ecology of rodent-transmitted viral and bacterial diseases and the population biology of zoonotic hosts. Most studies used comparative or descriptive approaches to investigate mammal-pathogen-disease relationships at a local scale, focusing on vector-borne diseases. Experimental, modeling, immunological, and behavioral approaches were strikingly underrepresented. Topics of strong conceptual importance, but that are underrepresented in the current literature, include: 1) the effects of the population density of mammalian hosts, and manipulations of density, on pathogen transmission; 2) macroecological studies that quantify effects of mammalian host species on parasite abundance and prevalence; and 3) effects of climate change on physiological and behavioral processes relevant to mammal-parasite interactions.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/138596
Appears in Collections:过去全球变化的重建

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作者单位: Cary Inst Ecosyst Studies, Box AB, Millbrook, NY 12545 USA

Recommended Citation:
Han, Barbara A.,Ostfeld, Richard S.. Topic modeling of major research themes in disease ecology of mammals[J]. JOURNAL OF MAMMALOGY,2019-01-01,100(3):1008-1018
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