chapter 1 On the Normalized Hilbert Transform and Its Applications in Remote Sensing / chapter 2 Statistical Pattern Recognition and Signal Processing in Remote Sensing / chapter 3 A Universal Neural Network–Based Infrasound Event Classifier / chapter 4 Construction of Seismic Images by Ray Tracing / chapter 5 Multi-Dimensional Seismic Data Decomposition by Higher Order SVD and Unimodal ICA / chapter 6 Application of Factor Analysis in Seismic Profiling / chapter Appendices -- chapter 7 Kalman Filtering for Weak Signal Detection in Remote Sensing / chapter 8 Relating Time-Series of Meteorological and Remote Sensing Indices to Monitor Vegetation Moisture Dynamics / chapter 9 Use of a Prediction-Error Filter in Merging High- and Low-Resolution Images / chapter 10 Blind Separation of Convolutive Mixtures for Canceling Active Sonar Reverberation / chapter 11 Neural Network Retrievals of Atmospheric Temperature and Moisture Profiles from High-Resolution Infrared and Microwave Sounding Data / chapter 12 Satellite-Based Precipitation Retrieval Using Neural Networks, Principal Component Analysis, and Image Sharpening*