1. Multidisciplinary Applications of U.S. Soils Datasets: Machine Learning Models, Data Mining, and Land Use Analyses Open Access Author: Ramcharan, Amanda Maria Title: Multidisciplinary Applications of U.S. Soils Datasets: Machine Learning Models, Data Mining, and Land Use Analyses Graduate Program: Agricultural and Biological Engineering Keywords: soilmachine learningagroecosystem modelingdigital soil mappingsoil pedotransfer functionsrandom forestdata mining File: Download Ramcharan_Dissertation.4-12-17..pdf Committee Members: Thomas L. Richard, Dissertation Advisor/Co-AdvisorThomas L. Richard, Committee Chair/Co-ChairHeather Gall, Committee MemberDouglas Miller, Committee MemberTomislav Hengl, Outside Member
