10.25380/iastate.9879716.v1
Carlos Camacho
Carlos
Camacho
Michael Weber
Michael
Weber
Clay Pierce
Clay
Pierce
Random Forest Analysis to Identify Invasive Carp from the Upper Mississippi River, Iowa
Iowa State University
2020
Mississippi River
Iowa, USA
Bighead Carp
Grass Carp
Asian Carp
Silver Carp
Ctenopharyngodon idella
Hypophthalmichthys molitrix
Hypophthalmichthys nobilis
Community Ecology (excl. Invasive Species Ecology)
Freshwater Ecology
Genetics
Population Ecology
2020-02-03 18:25:54
Dataset
https://iastate.figshare.com/articles/dataset/Random_Forest_Analysis_to_Identify_Invasive_Carp_from_the_Upper_Mississippi_River_Iowa/9879716
<div>Data set and Random Forest R code used to predict fish egg identification based on morphological characteristics. This data and analysis was used in the following publication:</div><div><br></div><div>Camacho, C.A., C. J. Sullivan, M. J. Weber, and C. L. Pierce. 2019. Morphological Identification of Bighead Carp, Silver Carp, and Grass Carp Eggs Using Random Forests Machine Learning Classification<i>. North American Journal of Fisheries Management</i> 39: 1373 – 1384. DOI: https://doi.org/10.1002/nafm.10380 <br></div>