Session 4A AI Applied to Airborne or Spaceborne Earth Observation Datasets

Tuesday, 8 January 2019: 8:30 AM-10:00 AM
North 124B (Phoenix Convention Center - West and North Buildings)
Host: 18th Conference on Artificial and Computational Intelligence and its Applications to the Environmental Sciences
Cochairs:
Michael J. Starek, Texas A&M University−Corpus Christi, School of Engineering and Computing Sciences, Corpus Christi, TX and Chuyen Nguyen, Texas A&M University−Corpus Christi, College of Science and Engineering, Corpus Christi, TX

Papers:
8:30 AM
4A.1
Development of Merged Cloud Forecasts from Satellite and Numerical Model Data
Jason Nachamkin, NRL, Monterey, CA; and M. Surratt, R. L. Bankert, Y. Jin, E. Hyer, and D. A. Peterson
Recorded Presentation

8:45 AM
4A.2
NN Technique for Producing Consistent Ocean Color Data for Assimilation in Ocean Models
Vladimir Krasnopolsky, NOAA/NWS/NCEP, Camp Springs, MD
Recorded Presentation

9:00 AM
4A.3
Deep Learning Methods for Cyclogenesis, Extratropical, and Tropical Cyclone Regions of Interest (ROI) from Satellite Observations
Christina Bonfanti, NOAA/ESRL and CIRES, Boulder, CO; and J. Stewart, D. Hall, S. Maksimovic, M. W. Govett, L. Trailovic, and I. Jankov
Recorded Presentation

9:15 AM
4A.4
Sematic Segmentation of Hyperspatial UAS Imagery for Land Cover Mapping Using Convolutional-Wavelet Neural Networks
Mohammad Pashaei, Texas A&M University-Corpus Christi, corpus christi, TX; and M. J. Starek
Recorded Presentation

9:30 AM
4A.5
A Machine Learning-Trained ICVS VIIRS Clear-Sky Mask Algorithm Applicable for Multiple Satellites
Xingming Liang, ERT Inc., Laurel, MD; and B. Yan, N. Sun, A. Ignatov, and X. Zhou
Recorded Presentation

9:45 AM
4A.6
Finding Ship Tracks with Machine Learning Algorithms in Remote Sensing Images
Tianle Yuan, GSFC, Greenbelt, MD; and C. Wang, K. Meyer, and S. Platnick
Recorded Presentation

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