Assimilation of Moderate-Resolution Imaging Spectroradiometer Level Two Cloud Products for Typhoon Analysis and Prediction

Assimilation of Moderate-Resolution Imaging Spectroradiometer Level Two Cloud Products for Typhoon Analysis and Prediction

A novel data assimilation technique is developed to assimilate MODIS (Moderate Resolution Imaging Spectroradiometer) level two (L2) cloud products, including cloud optical thickness (COT), cloud particle effective radius (Re), cloud water path (CWP), and cloud top pressure (CTP), into the Weather Re...

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Bibliographic Details
Main Authors: Haomeng Zhang, Yubao Liu, Yu Qin, Zheng Xiang, Yueqin Shi, Zhaoyang Huo
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Remote Sensing
Subjects:
MODIS cloud products
deep learning
data assimilation
typhoon forecasting
Online Access:https://www.mdpi.com/2072-4292/17/9/1635
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