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Deep learning estimation of northern hemisphere soil freeze-thaw dynamics using satellite multi-frequency microwave brightness temperature observations.

Kellen DonahueJohn S. KimballJinyang DuFredrick BuntAndreas CollianderMahta MoghaddamJesse JohnsonYoungwook KimMichael A. Rawlins
Published in: Frontiers Big Data (2023)
Keyphrases
  • deep learning
  • surface temperature
  • unsupervised learning
  • unsupervised feature learning
  • mental models
  • restricted boltzmann machine
  • machine learning
  • data sets
  • object recognition
  • computer vision
  • weakly supervised