Downscaling SMAP Soil Moisture Products With Convolutional Neural Network

Soil moisture (SM) downscaling has been extensively investigated in recent years to improve coarse resolution of SM products. However, available methods for downscaling are generally based on pixel-to-pixel strategy, which ignores the information among pixels. Hence, a new downscaling method based o...

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Bibliographic Details
Main Authors: Wei Xu, Zhaoxu Zhang, Zehao Long, Qiming Qin
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
CNN
Online Access:https://ieeexplore.ieee.org/document/9390292/