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>