Nonlinear dimensionality reduction in climate data

Keyphrases

• Minimum number 100%
• Dimensionality Reduction 100%
• Climate Data 100%
• Nonlinear Methods 100%
• El Nio 100%
• Southern Oscillation 100%
• Nonlinear Dimensionality Reduction 100%
• Isomap 100%
• High-dimensional Data 50%
• Low-dimensional Manifolds 50%
• Slow Convergence 50%
• Physical Systems 50%
• Multivariate Data 50%
• Linear Method 50%
• Number of Dimensions 50%
• Cumulative Variance 50%
• Oscillation Phenomenon 50%
• Variance Explained 50%
• Sea Surface Temperature 50%
• Low-dimensional Models 50%
• Thermocline 50%
• Tropical Pacific Ocean 50%

Mathematics

• Dimensionality Reduction 100%
• Dimensional Data 33%
• Variance 33%
• Manifold 33%
• Data Space 33%
• Multivariate Data 33%
• Dimensional Manifold 33%
• Physical System 33%
• Dimensional Model 33%

Engineering

• Dimensionality 100%
• Dimensional Data 25%
• Space Data 25%
• Physical System 25%
• Ocean Surface 25%
• Dimensional Model 25%