Learn from Simulations, Adapt to Observations: Super-Resolution of Isoprene Emissions via Unpaired Domain Adaptation

Learn from Simulations, Adapt to Observations: Super-Resolution of Isoprene Emissions via Unpaired Domain Adaptation

Plants emit biogenic volatile organic compounds (BVOCs), such as isoprene, significantly influencing atmospheric chemistry and climate. BVOC emissions estimated from bottom-up (BU) approaches (derived from numerical simulations) usually exhibit denser and more detailed spatial information compared t...

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Bibliographic Details
Main Authors: Antonio Giganti, Sara Mandelli, Paolo Bestagini, Stefano Tubaro
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Remote Sensing
Subjects:
domain adaptation
super-resolution
isoprene
BVOC
biogenic emissions
remote sensing
Online Access:https://www.mdpi.com/2072-4292/16/21/3963
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