Spatial Big Data Science

Part I. Overview of Spatial Big Data Science

1. Spatial Big Data
Zhe Jiang, Shashi Shekhar

2. Spatial and Spatiotemporal Big Data Science
Zhe Jiang, Shashi Shekhar

Part II. Classification of Earth Observation Imagery Big Data

3. Overview of Earth Imagery Classification
Zhe Jiang, Shashi Shekhar

4. Spatial Information Gain-Based Spatial Decision Tree
Zhe Jiang, Shashi Shekhar

5. Focal-Test-Based Spatial Decision Tree
Zhe Jiang, Shashi Shekhar

6. Spatial Ensemble Learning
Zhe Jiang, Shashi Shekhar

Part III. Future Research Needs

7. Future Research Needs
Zhe Jiang, Shashi Shekhar

Avainsanat: Computer Science, Data Mining and Knowledge Discovery, Remote Sensing/Photogrammetry, Earth System Sciences