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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Yanling Lu

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Open access Jul 2026

Shallow Water Bathymetry Retrieval in the Guangxi Beibu Gulf, China, Using Optical Remote Sensing and Electronic Nautical Charts

Abstract. The rapid and accurate acquisition of nearshore bathymetry is crucial for coastal economic development, safe navigation, and marine ecological protection. This study focuses on the shallow coastal waters of Beihai and Fangchenggang in the Guangxi Beibu Gulf, China. Utilizing Landsat-9 multispectral imagery an...

Ertao Gao, Zijin Huang, Guo-Qing Zhou et al. · 0 citations
Open access Aug 2026

UNet-DFH: A Semantic Segmentation Network Combining Multi-Scale Edge Fusion and Attention-Deformable Modules for Sugarcane Mapping in Heterogeneous Karst Regions

A fine-scale extraction framework that integrates Sentinel-2 optical and Sentinel-1 synthetic aperture radar (SAR) imagery through image-level fusion, and introduces a UNet-DFH network with a Multi-Scale Edge Fusion (MSEF) module and an Attention-Deformable Fusion Module (ADFM) offers a promising approach for high-prec...

Yan-Ling Lu, Jinshuang Liu, Jing-Wen Li et al. · 0 citations

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