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2026

D3A-Net: A Deformable 3-D Attention Network for Hyperspectral Unmixing

Hyperspectral unmixing (HU) aims to decompose mixed pixels into endmember spectra and corresponding abundance maps under physically interpretable constraints. Despite recent progress in convolutional neural network (CNN)- and Transformer-based approaches, most existing methods still rely on rigid sampling grids or proc...

Fang-Qiang Kong, Hao-Cheng Yang, Zhi-Bo Wu et al. · 0 citations
Open access Aug 2026

Bioavailable metals, microbial community dysfunction, and plant growth constraints in a tropical mining waste dump: implications for ecological risk assessment and remediation

Mining waste dumps in tropical regions suffer severe ecological degradation with plant growth inhibition, yet the synergistic limiting factors remain unclear. This study systematically assessed a tropical mining waste dump (Democratic Republic of the Congo), analyzing soil physicochemical properties, total/b...

Li-Sha Huang, Zhi-Bo Wu, Biwei Hu et al. · 0 citations

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