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• Quaternized and boronic acid dual-functional CoAg nanozymes for label-free, stable, sensitive, and rapid quantitation detection of the bacterial total concentration

  作者：Deng, Bin;Li, Shao-Bo;Chen, Jing-Wen;Liu, Jing;Su, Meng-Xiang;Deng, Bin;Li, Shao-Bo;Chen, Jing-Wen;Zhou, Zhong-Kai;Li, Li;Bai, Zong-Chun;Liu, Fang;Wang, Zai-Tian;Zhou, Ji

  关键词：Bacterial detection; Dual-functional nanozymes; Long persistent chemiluminescence

• Quantifying tree-level peach flowering dynamics using UAV imagery and an optimized instance segmentation model

  作者：Gu, Qing;Cheng, Jiayu;Lou, Weidong;Zhang, Xiaobin;Zhang, Minghao;Li, Xiongwei;Jackson, Robert;Ju, Lei;Zhou, Ji;Chen, Miaojin

  关键词：Peach flowering; Phenotype; Unmanned aerial vehicle; Fruit breeding; Instance segmentation

• An automated root phenotype platform enables nondestructive high-throughput root system architecture dissection in wheat

  作者：Zhang, Zhen;Qiu, Xiaolong;Guo, Guanghui;Zhu, Xiaojing;Zhang, Ning;Ding, Shenglong;Tang, Nazhu;Qu, Yunfeng;Sun, Zhe;Li, Huilin;Ma, Feifei;Lv, Qian;Fu, Liming;Cao, Ying;Ge, Haowei;Li, Hao;Huang, Jinling;Zhou, Yun;Song, Chun-Peng;Shi, Jiawei;Xie, Shangyuan;Yang, Wanneng;Shi, Jiawei;Xie, Shangyuan;Yang, Wanneng;Hu, Ge;Xu, Weigang;Huang, Jinling;Zhou, Yun

  关键词：

• RPT: An integrated root phenotyping toolbox for segmenting and quantifying root system architecture

  作者：Shi, Jiawei;Xie, Shangyuan;Li, Weikun;Wang, Xin;Wang, Jianglin;Chen, Yunyu;Chang, Yongyue;Yang, Wanneng;Shi, Jiawei;Xie, Shangyuan;Li, Weikun;Wang, Xin;Wang, Jianglin;Chen, Yunyu;Chang, Yongyue;Yang, Wanneng;Wang, Xin;Lou, Qiaojun;Lou, Qiaojun

  关键词：deep learning; high-throughput phenotyping platform; rice drought resistance; root phenotyping; root system architecture

• Phenomics-assisted genetic dissection and molecular design of drought resistance in rice

  作者：Lou, Qiaojun;Wang, Xin;Yan, Ming;Feng, Fangjun;Xu, Kai;Gao, Huan;Xia, Hui;Wang, Lei;Li, Tiemei;Chen, Shoujun;Mei, Hanwei;Chen, Liang;Luo, Lijun;Chen, Yunyu;Wang, Xin;Zhang, Yulu;Gao, Tingting;Shi, Jiawei;Xie, Shangyuan;Xi, Xiaoyan;Li, Weikun;Zhang, Jianwei;Yang, Wanneng;Lou, Qiaojun;Zhu, Ying;Lin, Feng;Lou, Qiaojun;Yan, Ming;Feng, Fangjun;Xu, Kai;Gao, Huan;Xia, Hui;Wang, Lei;Li, Tiemei;Chen, Shoujun;Mei, Hanwei;Chen, Liang;Luo, Lijun;Nie, Yuanyuan

  关键词：drought resistance; de novo drought-resistant rice genomes; high-throughput phenomics; whole-plant image traits; multimodal camera; quantitative trait loci; QTLs; molecular design

• Field Rice Growth Monitoring and Fertilization Management Based on UAV Spectral and Deep Image Feature Fusion

  作者：Chen, Bingnan;Su, Qihe;Li, Yansong;Chen, Rui;Huang, Chenglong;Chen, Bingnan;Yang, Wanneng;Huang, Chenglong;Chen, Bingnan;Yang, Wanneng;Huang, Chenglong;Yang, Wanneng;Huang, Chenglong

  关键词：unmanned aerial vehicle; vegetation indices; deep learning and machine learning; feature fusion; fertilization management

• Plant microphenotype: from innovative imaging to computational analysis

  作者：Zhang, Ying;Gu, Shenghao;Du, Jianjun;Huang, Guanmin;Lu, Xianju;Wang, Jinglu;Guo, Xinyu;Zhao, Chunjiang;Shi, Jiawei;Yang, Wanneng

  关键词：computational phenotyping; genetic effects; imaging technique; microphenotype; trait identification