Author

Si-Yu Zhou

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Open access Jul 2026

Multi-Source Remote Sensing and Stacking Ensemble Learning for Vineyard Mapping and Inventory Updating in Arid Xinjiang

A multi-source remote-sensing framework for vineyard mapping and inventory updating by integrating Sentinel-1/2 data, terrain variables, growing-degree-day-derived agrothermal zones (ATZs), and seasonal-difference features demonstrates that multi-source feature integration and probability-based ensemble mapping can sup...

Leiting Yi, Lei Wang, Z. Pu et al. · AgriEngineering · 0 citations

Review Open access Sep 2026

Advances in Recognition Methods for Fruit and Vegetable Harvesting

This paper comprehensively reviews recent literature in the field of fruit and vegetable target recognition and summarizes how current research focuses on the implementation principles and directions for the improvement of mainstream methods while also identifying the remaining issues and challenges facing current tech...

Dian-Lei Han, Shi-Xing Xu, Si-Yu Zhou et al. · Agriculture · 0 citations