Sijin Li

Publications

• Extracting check dam areas from high‐resolution imagery based on the integration of object‐based image analysis and deep learning
• Generating Terrain Data for Geomorphological Analysis by Integrating Topographical Features and Conditional Generative Adversarial Networks
• Integrating topographic knowledge into deep learning for the void-filling of digital elevation models
• A new quantitative evaluation method of urban skyline based on object-based analysis and constitution theory
• Karst landform classification considering surface flow characteristics derived from digital elevation models
• Optimizing slope unit-based landslide susceptibility mapping using the priority-flood flow direction algorithm
• Incorporating ontological characteristics for global landform classification based on 30 meters DEM
• DEM super-resolution framework based on deep learning: decomposing terrain trends and residuals
• A multilevel dataset of landform mapping and geomorphologic descriptors for the Loess Plateau of China