Dual level attention based lightweight vision transformer for streambed land use change classification using remote sensing

Due to rapid urbanization, rising food demand, and changed precipitation patterns, the waterbodies are contracting their former beds. The continuous shrinking of waterbodies is deteriorating the vital cultural, supporting, provisioning, and regulating services. Thus, understanding and mitigating the...

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Bibliographic Details
Published in:Computers & geosciences 2024-09, Vol.191, p.105676, Article 105676
Main Authors: Bansal, Kamakhya, Tripathi, Ashish Kumar
Format: Article
Language:English
Subjects:
Dual level attention based Vision Transformers
India
land cover
Land use and land cover classification
land use change
Landsat
LANDSAT data
Multi-headed self-attention
remote sensing
Sentinel-2 data
stream channels
surface water
urbanization
vegetation
vision
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