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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

Wendou Liu

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2 papers indexed here

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Open access Oct 2026

An Interpretable and Transferable Allometric Model for Remote Sensing-Based Estimation of Forest Aboveground Biomass

Remote sensing provides an effective means of estimating forest aboveground biomass (AGB) over large areas. However, empirical models calibrated in a specific region may lose predictive accuracy when transferred elsewhere because predictor–AGB relationships can vary with forest structure and environmental conditions. I...

Wen-Dou Liu, Tian-Bao Huang, Wen-Wen Wang · 0 citations
Open access Aug 2026

Geometry-Constrained Reference Sample Construction from Forest Inventory Compartments for Dominant Tree Species Mapping

Forest inventory compartments provide extensive and management-relevant reference information for satellite-based tree species mapping, but their dominant-species attributes are defined at the stand level rather than for individual image pixels. Existing applications commonly derive training samples from compartment ce...

Pengfei Zheng, Wendou Liu, Xin Huang et al. · 0 citations

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