ednaoccupancy: An r package for multiscale occupancy modelling of environmental DNA data.

Abstract:

:In this article, we describe ednaoccupancy, an r package for fitting Bayesian, multiscale occupancy models. These models are appropriate for occupancy surveys that include three nested levels of sampling: primary sample units within a study area, secondary sample units collected from each primary unit and replicates of each secondary sample unit. This design is commonly used in occupancy surveys of environmental DNA (eDNA). ednaoccupancy allows users to specify and fit multiscale occupancy models with or without covariates, to estimate posterior summaries of occurrence and detection probabilities, and to compare different models using Bayesian model-selection criteria. We illustrate these features by analysing two published data sets: eDNA surveys of a fungal pathogen of amphibians and eDNA surveys of an endangered fish species.

journal_name

Mol Ecol Resour

authors

Dorazio RM,Erickson RA

doi

10.1111/1755-0998.12735

subject

Has Abstract

pub_date

2018-03-01 00:00:00

pages

368-380

issue

2

eissn

1755-098X

issn

1755-0998

journal_volume

18

pub_type

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