Predicting Eastern Mediterranean Flash Floods Using Support Vector Machines with Precipitable Water Vapor, Pressure, and Lightning Data

Keyphrases

• Area under the Receiver Operating Characteristic Curve 16%
• Arid Region 16%
• Cost-effective Solution 16%
• Eastern Mediterranean 100%
• Eastern Mediterranean Region 50%
• Flash Flood 100%
• Flash Flood Prediction 83%
• Global Navigation Satellite System Receiver 16%
• High Complexity 16%
• Historical Data 16%
• Human Life 16%
• Lightning Data 100%
• Lightning Occurrence 16%
• Machine Learning Techniques 33%
• Mathematical Expression 16%
• Mediterranean Flash Floods 100%
• Meteorological Data 16%
• Natural Hazards 16%
• Nearby Lightning 33%
• Occurrence Data 16%
• Performance Improvement 16%
• Physical Processes 16%
• Policy Recommendations 16%
• Precipitable Water Vapor 100%
• Prediction Accuracy 16%
• Prediction System 16%
• Pressure Data 100%
• Property Damage 16%
• Support Vector Machine 100%
• Support Vector Machine Model 33%
• Surface Pressure Measurement 33%
• Valuable Insight 16%
• Vapor Pressure Measurements 16%
• Water Surface 16%
• Water Vapor Pressure 100%

Earth and Planetary Sciences

• Arid Region 8%
• Flash Flood 100%
• Flood Forecasting 8%
• Flood Prediction 33%
• GNSS 8%
• Lightning 100%
• Machine Learning 16%
• Mediterranean Region 25%
• Natural Hazard 8%
• Physical Process 8%
• Precipitable Water 100%
• Pressure Measurement 16%
• Support Vector Machine 100%
• Vapor Pressure 100%

Engineering

• Effective Solution 25%
• Hazards 25%
• Historical Data 25%
• Human Life 25%
• Machine Learning Method 50%
• Mathematical Expression 25%
• Operating-Characteristic Curve 25%
• Receiver Operating Characteristic 25%
• Support Vector Machine 100%