1. Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods Open Access Author: Fang, Kuai Title: Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods Graduate Program: Civil Engineering Keywords: HydrologyWatershed FunctioningWater StorageSoil MoistureMachine LearningDeep Learning File: Download Kuai_Thesis_Final.pdf Committee Members: Chaopeng Shen, Dissertation Advisor/Co-AdvisorChaopeng Shen, Committee Chair/Co-ChairXiaofeng Liu, Committee MemberKlaus Keller, Committee MemberDaniel Kifer, Outside Member