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Snow Parameters Inversion from Passive Microwave Remote Sensing Measurements by Deep Convolutional Neural Networks

  • Heming Yao
  • , Yanming Zhang
  • , Lijun Jiang
  • , Hong Tat Ewe
  • , Michael Ng
  • The University of Hong Kong
  • Universiti Tunku Abdul Rahman

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number4769
JournalSensors
Volume22
Issue number13
DOIs
StatePublished - Jul 1 2022
Externally publishedYes

ASJC Scopus Subject Areas

  • Analytical Chemistry
  • Information Systems
  • Atomic and Molecular Physics, and Optics
  • Biochemistry
  • Instrumentation
  • Electrical and Electronic Engineering

Keywords

  • deep convolutional neural networks (CNNs)
  • dense medium radiative transfer (DMRT)
  • inversion
  • machine learning
  • passive microwave remote sensing (PMRS)

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