bioRxivEcologyPreprint
hilldiv: an R package for the integral analysis of diversity based on Hill numbers
Abstract
O_LIHill numbers provide a powerful framework for measuring, estimating, comparing and partitioning the diversity of biological systems as characterised using high throughput DNA sequencing approaches. However, the implementation of Hill numbers in this context remains limited. C_LIO_LIIn order to facilitate the implementation of Hill numbers into such analyses, whether focussing on diet reconstruction, microbial community profiling or more general ecosystem characterisation analyses, we present a new R package. Hilldiv provides a set of functions to assist analysis of diversity based on Hill numbers, using OTU tables and associated phylogenetic trees as inputs. C_LIO_LIMultiple functionalities of the library are introduced, including (phylo)diversity measurement, (phylo)diversity profile plotting, (phylo)diversity comparison between samples and groups, (phylo)diversity partitioning and (dis)similarity measurement. All of these are grounded in abundance-based and incidence-based Hill numbers. C_LIO_LIWe provide a supplement that demonstrates the packages main functions using an OTU table representing the diet of eight bat species. The package can be directly installed from github (https://github.com/anttonalberdi/hilldiv). C_LI
- assay: metagenomics
- research focus: benchmarking
- research focus: database / resource
- research focus: software / tool
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Capturing biodiversity complexities while accounting for imperfect detection: the application of occupancy-based diversity profiles.
J. F. Abrams, R. Sollmann, … A. Wilting·bioRxiv·Sep 7, 2020
- Capturing temporal heterogeneity of communities: a temporal β-diversity based on Hill numbers and time series analysis
D. J. Sanchez-Ochoa, E. J. Gonzalez, … H. A. Perez-Mendoza·bioRxiv·Sep 25, 2023
- Species interactions and diversity: a unified framework using Hill numbers
W. Godsoe, R. Murray, R. Iritani·bioRxiv·Oct 18, 2022
- rasterdiv - an Information Theory tailored R package for measuring ecosystem heterogeneity from space: to the origin and back
D. Rocchini, E. Thouverai, … M. Wegmann·bioRxiv·Feb 9, 2021
- The rasterdiv package for measuring diversityfrom space
M. Marcantonio, E. Thouverai, D. Rocchini·bioRxiv·Feb 7, 2024
- A framework for the quantification of soundscape diversity using Hill numbers
T. Luypaert, A. S. Bueno, … T. Haugaasen·bioRxiv·Jan 11, 2022