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Chapter One

Introduction to Snow Water Equivalent(SWE)

Chapter Two

How do we monitor SWE?
ML Approach
Overview of the SWE Workflow

Chapter Three

Training and Testing Dataset Overview
GridMET
SNOTEL
Climate Changes (GHCND)
MODIS for fsCA
Digital Elevation Model
AMSR

Chapter Four

Data Integration
Feature Selection

Chapter Five

Cumulative Time series analysis

Chapter Six

Workflow Sanity Checks

Chapter Seven

Model Training

Chapter Eight

Model Testing & Validation

Chapter Nine

Model Predictions / Results

Chapter Ten

Conclusion

Reference

Glossaries
Bibliography

Repository
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By Center for Spatial Information Science and Systems (CSISS), George Mason University

© Copyright 2023.