AI Enhancement to Resolve the Planetary Boundary Layer in AIRS/AMSU Retrievals
Author:
Affiliation:
1. MIT Lincoln Laboratory,Lexington,MA,024121
2. NASA Goddard Space Flight Center,Greenbelt,MD,20771
Funder
National Aeronautics and Space Administration
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10281394/10281399/10281622.pdf?arnumber=10281622
Reference8 articles.
1. ERA5 hourly data on pressure levels from 1979 to present;hersbach,2018
2. U-Net: Convolutional Networks for Biomedical Image Segmentation;ronneberger,2015
3. A Neural Network Retrieval Technique for High-Resolution Profiling of Cloudy Atmospheres
4. Version 6 Surface Skin/Surface Air Temperature Differences and their Interannual Variability;susskind;NASA Sounder Science Team Meeting,2014
5. Detail Enhancement of AIRS/AMSU Temperature and Moisture Profiles Using a 3D Deep Neural Network
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