METHODS
Published on 26 Aug 2025
Physics-guided deep neural networks for bathymetric mapping using Sentinel-2 multi-spectral imagery
doi 10.3389/fmars.2025.1636124
- 1,474 views
- Frontiers in Marine Science
- Marine Ecosystem Ecology
- Research Topics
- Intelligent Multi-scale Big Data Mapping of Coastal Habitats
Intelligent Multi-scale Big Data Mapping of Coastal Habitats
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Articles
ORIGINAL RESEARCH
Published on 26 Jun 2025
Enhanced hyperspectral image classification for coastal wetlands using a hybrid CNN-transformer approach with cross-attention mechanism
doi 10.3389/fmars.2025.1613565
- 1,145 views
- 3 citations
ORIGINAL RESEARCH
Published on 09 May 2025
Dynamic monitoring of marine floating raft aquaculture in Jiangsu province based on multi-source SAR imagery
doi 10.3389/fmars.2025.1594048
- 1,312 views
ORIGINAL RESEARCH
Published on 09 Apr 2025
TCCFNet: a semantic segmentation method for mangrove remote sensing images based on two-channel cross-fusion networks
doi 10.3389/fmars.2025.1535917
- 1,151 views
- 1 citation
ORIGINAL RESEARCH
Published on 24 Mar 2025
Spatial extraction of sea-cucumber aquaculture ponds using remote sensing spectral and temporal features
doi 10.3389/fmars.2025.1551260
- 1,252 views
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