bstaton1/KuskoHarvPred: Harvest and Effort Predictions for Lower Kuskokwim River Subsistence Salmon Fisheries

A framework for predicting daily fishery outcomes from openers in the lower Kuskokwim River subsistence salmon fishery. Fishery outcomes include drift boat trips/day, salmon catch/trip, and % species composition, and these are treated as response variables in linear regression models with predictions made via AIC-based model-averaging. Harvest predictions by species are then obtained by multiplying predictions of the response variables. Leave-one-out cross-validation is used to assess predictive performance. The principle user-facing feature is an interactive web application, which is a user-friendly interface to the predictive models and data and contains much information about how predictions are made and how well they perform.

Getting started

Package details

Maintainer
Licenseuse_mit_license()
Version2023.3
URL https://github.com/bstaton1/KuskoHarvPred
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("bstaton1/KuskoHarvPred")
bstaton1/KuskoHarvPred documentation built on Aug. 15, 2024, 3:30 p.m.