Author

Shengli Wang

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Open access Aug 2026

MetaMamba: Meta-learning with mamba for few-shot vegetation species classification using UAV-based hyperspectral imagery in desert rangeland

Effective monitoring of desert rangeland ecosystems is of crucial significance to regional ecological security. Unmanned aerial vehicle (UAV) hyperspectral remote sensing provides an effective means for the fine identification of vegetation species. However, in practical applications, vegetation classification using hy...

Fei Hao, Xinchao Gao, Tao Zhang et al. · PLoS ONE · 0 citations

Aug 2026

Aboveground biomass estimation and multiscale spatial pattern analysis in desert rangelands using UAV hyperspectral imagery.

Accurate estimation of aboveground biomass (AGB) is essential for evaluating the productivity of desert rangelands and optimizing grazing management. However, existing remote sensing models based on unmanned aerial vehicle (UAV) data rely predominantly on spectral information and provide insufficient characterization o...

Shengli Wang, Hai-Qing Tian, Chun-Xiang Zhuo et al. · Spectrochimica Acta Part A -... · 1 citation