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Generative semantic reconstruction for annotation-ready vegetation priors in spectrally heterogeneous imagery

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Monitoring vegetation in arid rangelands is challenging because exposed soil, dry litter, shadows, and sparse canopy structure reduce the stability of standard segmentation workflows. This article presents a Google Gemini generative-AI-assisted methodology for... ...