Dynamic land cover mapping of urbanized cities with landsat 8 multi-temporal images: Comparative evaluation of classification algorithms and dimension reduction methods

Keyphrases

• Dimensionality Reduction 100%
• Multitemporal Images 100%
• Landsat 8 100%
• Classification Algorithms 100%
• Geographic Object-based Image Analysis (GEOBIA) 100%
• Land Cover Mapping 100%
• Urbanized City 100%
• Dynamic Land Cover 100%
• Principal Coordinate Analysis (PCoA) 75%
• Urbanization 75%
• Built-up Index 75%
• Metropolitan Cities 50%
• Istanbul 25%
• Turkey 25%
• Data Dimension Reduction 25%
• Multi-temporal Satellite Images 25%
• Pixel-based 25%
• Developing Countries 25%
• Land Cover 25%
• Overall Accuracy 25%
• Kappa Coefficient 25%
• Classification Results 25%
• Support Vector Machine Model 25%
• Overall Efficiency 25%
• Decision Tree 25%
• Support Vector Machine Classification 25%
• Classification Tree 25%
• Urban Expansion 25%
• Natural Habitats 25%
• Landsat 8 Operational Land Imager 25%
• Population Expansion 25%
• Population Migration 25%
• Physical Response 25%
• Spectral Transformation Methods 25%
• Machine Decisions 25%

Earth and Planetary Sciences

• Multi-Temporal Image 100%
• Landsat 8 100%
• Land Cover 100%
• Image Analysis 100%
• Principal Component Analysis 75%
• Support Vector Machine 50%
• Satellite Image 25%