Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques

Keyphrases

• Grand Challenges 100%
• Computer Model 100%
• Climate Data 100%
• Data Mining Techniques 100%
• Climate Extremes 100%
• Physics-guided 100%
• Adaptation 50%
• Big Data 50%
• Emergency Response 50%
• Natural Resources 50%
• Conceptual Understanding 50%
• Physics-based 50%
• Drought 50%
• Method Development 50%
• Tornado 50%
• Climate System 50%
• Human Communities 50%
• Scalable Methods 50%
• Critical Infrastructure 50%
• Extreme Value Statistics 50%
• Multidisciplinary Team 50%
• Engineered Systems 50%
• Natural Systems 50%
• Result Interpretation 50%
• Short Time Scale 50%
• Team Effort 50%
• Teasing 50%
• Small Data 50%
• Robust Statistics 50%
• System Variability 50%
• Process Understanding 50%
• Physically-based 50%
• Land-atmosphere Interactions 50%
• Remote Sensors 50%
• Climate Projections 50%
• Extreme Events 50%
• Tropical Cyclones 50%
• Heat Wave 50%
• Planning Horizon 50%
• Uncertainty Evaluation 50%
• Actionable Information 50%
• Humanitarian Aid 50%
• Cold Spell 50%
• Climate Uncertainty 50%
• Actionable Metrics 50%
• Climate Change Attribution 50%
• Cloud Physics 50%
• Climate Predictability 50%
• Model Simulation 50%
• Systems Community 50%
• Predictive Insights 50%
• Individual Researcher 50%
• Seasonal-to-decadal 50%

Earth and Planetary Sciences

• Climate Change 100%
• Big Data 100%
• Land-Atmosphere Interaction 100%
• Tropical Cyclone 100%
• Heat Wave 100%
• Extreme Event 100%
• Natural Resources 100%
• Humanitarian Aid 100%
• Cloud Physics 100%
• Timescale 100%
• Remote Sensor 100%
• Climate Projection 100%