Environmental DNA facilitates accurate, indigenous-led, inexpensive, and multi-year population estimates of millions of Eulachon fish
Pochardt, M.; Allen, J. M.; Hart, T.; Miller, S. D. L.; Yu, D. W.; Levi, T.
Show abstract
Although environmental DNA shed from an organism is now widely used for species detection in a wide variety of contexts, mobilizing environmental DNA for management requires estimation of population size and trends rather than simply assessing presence or absence. However, the efficacy of environmental-DNA-based indices of abundance for long-term population monitoring have not yet been assessed. Here we report on the relationship between six years of mark-recapture population estimates for eulachon (Thaleichthys pacificus) and eDNA rates, which are calculated from the product of stream flow and DNA concentration. Eulachon are a culturally and biologically important anadromous fish that have significantly declined in the southern part of their range but were historically rendered into oil and traded. Both the peak eDNA rate and the area under the curve of the daily eDNA rate were highly predictive of the mark-recapture population estimate, explaining 84.96% and 92.53% of the deviance respectively. Even in the absence of flow correction, the peak of the daily eDNA concentration explained an astonishing 89.53% while the area under the curve explained 90.74% of the deviance. These results support the use of eDNA to monitor eulachon population trends and represent a >80% cost savings over mark-recapture, which could be further increased with automated water sampling, reduced replication, and focused temporal sampling. Due to its logistical ease and affordability, eDNA sampling can facilitate monitoring a larger number of rivers and in remote locations where mark-recapture is infeasible.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Population structure of eulachon Thaleichthys pacificus from Northern California to Alaska using single nucleotide polymorphisms from direct amplicon sequencing 95%
- Monitoring for fisheries or for fish? Declines in monitoring of salmon spawners continue despite a conservation crisis 94%
- Dietary vs non-dietary fatty acid profiles of lake trout ecotypes from Lake Superior and Great Bear Lake: Are fish really what they eat? 93%
Similar papers in this journal
- Integrating environmental DNA monitoring to inform eel (Anguilla anguilla) status in freshwaters at their easternmost range - A case study in Cyprus 96%
- Population genetics of Bull Trout ( Salvelinus confluentus ) in the Upper Athabasca river basin 95%
- Genomic signals found using RNA sequencing support conservation of walleye (Sander vitreus) in a large freshwater ecosystem. 95%
Similar papers in this journal
- Environmental DNA monitoring of waterfowl reveals community changes during migration 95%
- Juvenile Atlantic sturgeon survival and movement in proximity to an active cutterhead suction dredge 94%
- Strontium isotopes reveal diverse life history variations, migration patterns, and habitat use for Broad Whitefish (Coregonus nasus) in Arctic, Alaska 94%
Similar papers in this journal
- Let's Do the Time Warp Again: Non-linear time series matching as a tool for sequentially structured data in ecology 96%
- Intraspecific variation in migration timing of green sturgeon in the Sacramento River system 94%
- The benefits of merging passive and active tracking approaches: new insights into riverine migration by salmonid smolts 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.