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Accounting for Variable Detection Functions in Temporal Abundance Modeling via Transfer Learning Workflow/Analysis

December 4, 2025

This code release provides the workflow and analysis for our propose approach to (i) learn the effect of environmental covariates on detection probabilities from CR data and (ii) transfer these detection functions to CPUE models for improved inference.

Publication Year 2025
Title Accounting for Variable Detection Functions in Temporal Abundance Modeling via Transfer Learning Workflow/Analysis
DOI 10.5066/P1XJ5UDV
Authors Tyler Wagner, Kevin Collins, Erin Schliep, Christopher Wikle
Product Type Software Release
Record Source USGS Asset Identifier Service (AIS)
USGS Organization Cooperative Research Units Program
Rights This work is marked with CC0 1.0 Universal
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