eDNAjoint

Joint Modeling of Traditional and Environmental DNA Survey Data in a Bayesian Framework

CRAN Package

Models integrate environmental DNA (eDNA) detection data and traditional survey data to jointly estimate species catch rate (see package vignette: https://ednajoint.netlify.app/). Models can be used with count data via traditional survey methods (i.e., trapping, electrofishing, visual) and replicated eDNA detection/nondetection data via polymerase chain reaction (i.e., PCR or qPCR) from multiple survey locations. Estimated parameters include probability of a false positive eDNA detection, a site-level covariates that scale the sensitivity of eDNA surveys relative to traditional surveys, and catchability coefficients for traditional gear types. Models are implemented with a Bayesian framework (Markov chain Monte Carlo) using the 'Stan' probabilistic programming language.

  • Version0.3.1
  • R versionR (≥ 4.1)
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release01/25/2025

Documentation


Team


Insights

Last 30 days

This package has been downloaded 530 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 41 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
11 downloadsFeb 12, 2025
10 downloadsFeb 13, 2025
39 downloadsFeb 14, 2025
5 downloadsFeb 15, 2025
10 downloadsFeb 16, 2025
52 downloadsFeb 17, 2025
9 downloadsFeb 18, 2025
13 downloadsFeb 19, 2025
56 downloadsFeb 20, 2025
4 downloadsFeb 21, 2025
2 downloadsFeb 22, 2025
47 downloadsFeb 23, 2025
4 downloadsFeb 24, 2025
3 downloadsFeb 25, 2025
41 downloadsFeb 26, 2025
6 downloadsFeb 27, 2025
3 downloadsFeb 28, 2025
43 downloadsMar 1, 2025
7 downloadsMar 2, 2025
8 downloadsMar 3, 2025
46 downloadsMar 4, 2025
9 downloadsMar 5, 2025
4 downloadsMar 6, 2025
3 downloadsMar 7, 2025
40 downloadsMar 8, 2025
0 downloadsMar 9, 2025
3 downloadsMar 10, 2025
6 downloadsMar 11, 2025
5 downloadsMar 12, 2025
41 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
0
56

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 1,669 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Feb 20, 2025 with 56 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports12 packages
  • Suggests4 packages
  • Linking To6 packages