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Peer-Reviewed Publications

Data Mining and Summarization

Sayer, A.M., and K.D. Knobelspiesse (2019). "How should we aggregate data? Methods accounting for the numerical distributions, with an assessment of aerosol optical depth." Atmospheric Chemistry and Physics 19 (23): 15023–15048.   [Abstract: Link]  

LaHaye, N., J. Ott, M.J. Garay, H.M. El-Askary, and E. Linstead (2019). "Multi-Modal Object Tracking and Image Fusion With Unsupervised Deep Learning." Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12 (8): 3056 - 3066.   [Abstract: Link]  

Adsuara, J.E., A. Pérez-Suay, J. Muñoz-Marí, A. Mateo-Sanchis, M. Piles, and G. Camps-Valls (2019). "Nonlinear Distribution Regression for Remote Sensing Applications." IEEE Transactions on Geoscience and Remote Sensing 57 (12): 10025-10035.   [Abstract: Link]