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quantifying signal vs. noise in multiple eDNA datasets

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jdduprey/PCR.variation

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Technical & Biological Variation in eDNA Metabarcoding Processes

This project analyzes existing eDNA metabarcoding data to quantify variation arising from technical and biological processes. We use metabarcoding data from:

Progress

  1. Starting with ASV hash table scripts, converts data into a widely reusable format and filters out low read PCR replicates (data_qc.Rmd).
  2. Finds Bray-Curtis dissimilarities among technical replicates find_PCR_BCDs() and biological replicates find_bottle_BCDs() in comm_var_braycurtis.Rmd.
  3. IN PROGRESS: Quantifies ASV-level variation and the impact of rare species by fitting the proportions of each ASV across replicates to a negbin distribution and observing how variation changes with relative Hash rarity.

Additonal Datasets to Input into Community Level Functions

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quantifying signal vs. noise in multiple eDNA datasets

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