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• Remote sensing-based analysis of yield and water-fertilizer use efficiency in winter wheat management

  作者：Weiguang Zhai;Qian Cheng;Fuyi Duan;Xiuqiao Huang;Zhen Chen

  关键词：Remote sensing;Spectral features;Texture features;Water-fertilizer use efficiency;Winter wheat

• Long-term plastic film mulching promotes microplastic accumulation and alters gross nitrogen transformation in soil

  作者：Jinrui Zhang;Kai Wang;Tianxiang Hao;Jinbo Zhang;Christoph Müller;Perrine Florent;Hong Yan;Siyang Ren;Kaijing Qu;Kaige Ren;Jingjing Li;Yiting Su;Fan Ding;Jingkuan Wang;Xihe Wang;Yanling Chen;Shihua Lv;David R. Chadwick;Davey L. Jones;Xuejun Liu

  关键词：15N tracing technology;Long-term plastic film mulching;Microplastics residue;Soil gross N transformations

• Enhancing winter wheat plant nitrogen content prediction across different regions: Integration of UAV spectral data and transfer learning strategies

  作者：Zongpeng Li;Qian Cheng;Li Chen;Jie Yang;Weiguang Zhai;Bohan Mao;Yafeng Li;Xinguo Zhou;Zhen Chen

  关键词：Gaussian process regression;Plant nitrogen content;Transfer learning;Unequal-weight strategy

• The agricultural plastic paradox: Feeding more, harming more?

  作者：Kai Wang;Xuejun Liu;David R. Chadwick;Changrong Yan;Michaela Reay;Tida Ge;Fan Ding;Jingkuan Wang;Ruimin Qi;Mouliang Xiao;Rui Jiang;Yanling Chen;Ji Ma;Charlotte Lloyd;Richard P. Evershed;Yongming Luo;Yongguan Zhu;Fusuo Zhang;Davey L. Jones

  关键词：Agroecosystem resilience;Nanoplastic;Plastic pollution;Sustainable development goals

• Estimating soil water content of cotton fields using UAV-based multi-source remote sensing data fusion

  作者：Zhenxiao Li;Qian Cheng;Zhen Chen;Youzhen Xiang;Xiaotao Hu;Naftali Lazarovitch;Jingbo Zhen

  关键词：Irrigation management;Machine learning;Multidimensional index;Unmanned aerial vehicle;Water content estimation

• Performance of stacking machine learning and volume model for improving corn above ground biomass prediction

  作者：Fu Xuan;Wei Su;Zhen Chen;Xianda Huang;Weiguang Zhai;Xuecao Li;Yelu Zeng;Zhi Li;Jingsuo Li;Jianxi Huang

  关键词：AGB prediction;Multi-source UAV data;SHAP;Stacking ensemble learning;Volume model

• Enhancing maize LAI estimation accuracy using unmanned aerial vehicle remote sensing and deep learning techniques

  作者：Zhen Chen;Weiguang Zhai;Qian Cheng

  关键词：Convolutional neural networks;Crop height;Multi-source feature fusion;Spectral features;Texture features