Training machine learning with physics-based simulations to predict 2D soil moisture fields in a changing climate

Engineering

• Convolutional Neural Network 100%
• High Resolution 40%
• Network Model 40%
• Hazards 40%
• Water Management 20%
• Quality Data 20%
• Climate Change 20%
• Additional Water 20%
• Dry Condition 20%
• Limited Number 20%
• Learning Approach 20%

Earth and Planetary Sciences

• Soil Moisture 100%
• Machine Learning 100%
• Natural Hazard 33%
• Moisture Content 16%
• Planetary Atmosphere 16%
• Flood 16%
• Climate Change 16%
• Extreme Event 16%
• Data Quality 16%
• Water Management 16%

Keyphrases

• Training Data Quality 16%
• Moisture Response 16%