| Detecting spatial aggregation from distance sampling: a probability distribution model of nearest neighbor distance |
| Gao, Meng
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| 发表期刊 | ECOLOGICAL RESEARCH
 |
| ISSN | 0912-3814
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| 2013-05-01
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| 卷号 | 28期号:3页码:397-405 |
| 关键词 | Spatial Point Pattern
Negative Binomial
Distance Sampling
Barro Colorado Island
Panama
|
| DOI | 10.1007/s11284-013-1029-x
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| 产权排序 | Chinese Acad Sci, Yantai Inst Coastal Zone Res, Key Lab Coastal Zone Environm Proc, Yantai 264003, Shandong, Peoples R China |
| 通讯作者 | Gao, M (reprint author), Chinese Acad Sci, Yantai Inst Coastal Zone Res, Key Lab Coastal Zone Environm Proc, Yantai 264003, Shandong, Peoples R China. gaomeng03@hotmail.com
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| 作者部门 | 海岸带信息集成与综合管理实验室
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| 英文摘要 | Spatial point pattern is an important tool for describing the spatial distribution of species in ecology. Negative binomial distribution (NBD) is widely used to model spatial aggregation. In this paper, we derive the probability distribution model of event-to-event nearest neighbor distance (distance from a focal individual to its n-th nearest individual). Compared with the probability distribution model of point-to-event nearest neighbor distance (distance from a randomly distributed sampling point to the n-th nearest individual), the new probability distribution model is more flexible. We propose that spatial aggregation can be detected by fitting this probability distribution model to event-to-event nearest neighbor distances. The performance is evaluated using both simulated and empirical spatial point patterns. |
| 文章类型 | Article
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| 资助机构 | NNSF of China [31000197]; Knowledge Innovation Project of CAS [KZCX2-EW-QN209]
; NNSF of China 31000197
; Knowledge Innovation Project of CAS KZCX2-EW-QN209
|
| 收录类别 | SCI
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| 语种 | 英语
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| 关键词[WOS] | POPULATIONS
; PATTERN
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| 研究领域[WOS] | Environmental Sciences & Ecology
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| WOS记录号 | WOS:000318569100004
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| 引用统计 |
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| 文献类型 | 期刊论文
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| 条目标识符 | http://ir.yic.ac.cn/handle/133337/6512
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| 专题 | 中国科学院海岸带环境过程与生态修复重点实验室_海岸带信息集成与战略规划研究中心
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| 作者单位 | Chinese Acad Sci, Yantai Inst Coastal Zone Res, Key Lab Coastal Zone Environm Proc, Yantai 264003, Shandong, Peoples R China
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推荐引用方式
GB/T 7714 |
Gao, Meng. Detecting spatial aggregation from distance sampling: a probability distribution model of nearest neighbor distance[J]. ECOLOGICAL RESEARCH,2013,28(3):397-405.
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| APA |
Gao, Meng.(2013).Detecting spatial aggregation from distance sampling: a probability distribution model of nearest neighbor distance.ECOLOGICAL RESEARCH,28(3),397-405.
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| MLA |
Gao, Meng."Detecting spatial aggregation from distance sampling: a probability distribution model of nearest neighbor distance".ECOLOGICAL RESEARCH 28.3(2013):397-405.
|
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