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Snow Water Equivalent Workflow - Home

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
  • Open issue

Index

Symbols | B | C | D | G | J | M | P

Symbols

  • < TODO: Fill Out >

B

  • Binder
  • BinderHub

C

  • Conda

D

  • Docker

G

  • Git
  • GitHub

J

  • Jupyter Book
  • Jupyter Notebook
  • JupyterHub
  • JupyterLab

M

  • MyST

P

  • Project Jupyter

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

© Copyright 2023.