The State of the Art in Deep Learning Applications, Challenges, and Future Prospects: A Comprehensive Review of Flood Forecasting and Management

Social Sciences

• Flood forecasting 100%
• Flood management 76%
• natural disaster 27%
• learning 15%
• Flood control 8%
• infrastructure 6%
• uncertainty 3%
• methodology 2%
• resources 2%

Earth & Environmental Sciences

• flood forecasting 54%
• future prospect 53%
• state of the art 38%
• learning 36%
• flood control 10%
• forecast 10%
• prediction 7%
• infrastructure 7%
• flood forecast 7%
• accessibility 4%
• plan 3%
• methodology 2%
• resource 2%
• effect 2%

Engineering & Materials Science

• Deep learning 39%
• Flood control 7%
• Learning algorithms 4%
• Uncertainty 3%