An Adapter and Segmentation Network-Based Approach for Automated Atmospheric Front Detection

An Adapter and Segmentation Network-Based Approach for Automated Atmospheric Front Detection

This study presents AD-MRCNN, an advanced deep learning framework for automated atmospheric front detection that addresses two critical limitations in existing methods. First, current approaches directly input raw meteorological data without optimizing feature compatibility, potentially hindering mo...

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Bibliographic Details
Main Authors: Xinya Ding, Xuan Peng, Yanguang Xue, Liang Zhang, Tianying Wang, Yunpeng Zhang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
atmospheric front
automatic identification
adapter
segmentation network
AD-MRCNN model
Online Access:https://www.mdpi.com/2076-3417/15/14/7855
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