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Conducting Line transect-based one-dimensional nearest neighbor distance and conducting hypothesis testing related to local distributional aggregation pattern of species. The reason that such a package is needed is because traditional two-dimensional nearest neighbor distance is not applicable when biodiversity data are sampled via optimal ecological survey methods, like line transects. In comparison to the entire studied region, line transect-collected local biodiversity data are spatially constrained and sampling-limited. To this end, two-dimensional nearest neighbor distance would tend to over-estimate distributional aggregation pattern of species when using this limited biodiversity information. Accordingly, one-dimensional nearest neighbor distance is needed and the associated statistical testing should be established for analyzing line transect-derived biodiversity data.
| Version: | 1.3 |
| Imports: | doParallel, foreach, iterators, parallel, stats |
| Published: | 2026-07-04 |
| DOI: | 10.32614/CRAN.package.Linda |
| Author: | Youhua Chen [aut, cre], Tsung-Jen Shen [aut], Xiaoqin Shi [ctb] |
| Maintainer: | Youhua Chen <chenyh at cib.ac.cn> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | Linda results |
| Reference manual: | Linda.html , Linda.pdf |
| Package source: | Linda_1.3.tar.gz |
| Windows binaries: | r-devel: Linda_1.3.zip, r-release: Linda_1.3.zip, r-oldrel: Linda_1.3.zip |
| macOS binaries: | r-release (arm64): Linda_1.3.tgz, r-oldrel (arm64): Linda_1.3.tgz, r-release (x86_64): Linda_1.3.tgz, r-oldrel (x86_64): Linda_1.3.tgz |
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