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1. Multidisciplinary Applications of U.S. Soils Datasets: Machine Learning Models, Data Mining, and Land Use Analyses

open_access
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:
soil
machine learning
agroecosystem modeling
digital soil mapping
soil pedotransfer functions
random forest
data mining
File:
Download Ramcharan_Dissertation.4-12-17..pdf
Committee Members:
Thomas L. Richard, Dissertation Advisor/Co-Advisor
Thomas L. Richard, Committee Chair/Co-Chair
Heather Gall, Committee Member
Douglas Miller, Committee Member
Tomislav Hengl, Outside Member

2. SOIL CARBON AND NITROGEN SATURATION IN CROP-PASTURE AGRICULTURAL SYSTEMS

open_access
Open Access
Author:
Pravia Nin, Maria Virginia
Title:
SOIL CARBON AND NITROGEN SATURATION IN CROP-PASTURE AGRICULTURAL SYSTEMS
Graduate Program:
Agronomy
Keywords:
crop-livestock systems
carbon saturation
nitrogen saturation
agroecosystem modeling
soil organic matter
crop rotations
File:
Download PraviaNinRevised_eTD.pdf
Committee Members:
Armen Ricardo Kemanian, Dissertation Advisor/Co-Advisor
Armen Ricardo Kemanian, Committee Chair/Co-Chair
Douglas Brian Beegle, Committee Member
Gregory Wayne Roth, Committee Member
Jason Philip Kaye, Outside Member
Marvin H Hall, Committee Member