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Author

Quan-Jiu Wang

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Open access Sep 2026

Interpretable Multi-Year Winter Wheat Mapping with Sentinel-1/2 Time Series: SHAP-Based Feature Selection and Bayesian-Optimized Machine Learning

Accurate winter wheat mapping is important for interannual planting-area monitoring, yet models developed independently for each year require repeated sample collection, feature selection, and parameter tuning. This study developed an interpretable cross-year transfer approach for winter wheat mapping in the Tailan Riv...

Wen-Hao Zheng, Yan Xu, Lixiran Yu et al. · 0 citations
Open access Oct 2026

Water–fertilizer coupling balances yield and the input-related carbon footprint in double-cropping greenhouse Hami melon

Water–fertilizer management is central to balancing productivity and environmental performance in greenhouse agriculture. Methods: In a spring–autumn greenhouse Hami melon system in Xinjiang, five irrigation (W1–W5) and three fertilization (F1–F3) levels were combined. Life cycle assessment quantified the input-relat...

Zhen-Liang Song, Ming Hong, Quan-Jiu Wang et al. · 0 citations

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