Estimation of Moderate-Resolution Snow Depth in Xinjiang With Enhanced-Resolution Passive Microwave and Reanalysis Data by Machine Learning Methods

Estimation of Moderate-Resolution Snow Depth in Xinjiang With Enhanced-Resolution Passive Microwave and Reanalysis Data by Machine Learning Methods

The integration of multisource data into the passive microwave retrieval of snow depth (SD) is vital for accurately capturing large-scale distribution of SD. However, the exiting SD retrieval algorithms overlook the impact of snow characteristics on brightness temperature, leading to inadequate repr...

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Bibliographic Details
Main Authors: Yongchang Yan, Yan Qin, Yongqiang Liu, Yubao Qiu, Yang Liu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Enhanced-resolution passive microwave data
machine learning
reanalysis data
snow depth (SD) estimation
Online Access:https://ieeexplore.ieee.org/document/10969547/
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