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Linda  

Line Transect-Based Nearest Neighbor Distance Analysis
View on CRAN: Click here


Download and install Linda package within the R console
Install from CRAN:
install.packages("Linda")

Install from Github:
library("remotes")
install_github("cran/Linda")

Install by package version:
library("remotes")
install_version("Linda", "1.3")



Attach the package and use:
library("Linda")
Maintained by
Youhua Chen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-04
Latest Update: 2026-07-04
Description:
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-estimatedistributional 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.
How to cite:
Youhua Chen (2026). Linda: Line Transect-Based Nearest Neighbor Distance Analysis. R package version 1.3, https://cran.r-project.org/web/packages/Linda. Accessed 14 Jul. 2026.
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Full Linda package functions and examples
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