YOMASK: An instance segmentation method for high-throughput phenotypic platform lettuce images

Zhao, Yue; Chen, Liping; Zhao, Yue; Li, Tao; Wen, Weiliang; Lu, Xianju; Yang, Si; Fan, Jiangchuan; Guo, Xinyu; Chen, Liping; Zhao, Yue; Li, Tao; Wen, Weiliang; Lu, Xianju; Yang, Si; Fan, Jiangchuan; Guo, Xinyu; Chen, Liping; SCI

机构： China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; China Natl Engn Res Ctr Informat Technol Agr NERCI, Beijing 100097, Peoples R China;

关键词： Instance segmentation; Lettuce; High throughput; Plant phenotyping; Attention mechanism; Deep learning

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Insights into the changes in cell wall polysaccharides and ROS metabolism of fresh-cut chili pepper (Capsicum annuum L.) infected by Enterobacter cloacae

Li, Zudi; Zhao, Xiaoyan; Wang, Dan; Wang, Pan; Zhao, Shuang; Zhao, Wenting; Li, Zudi; Zhao, Xiaoyan; Chen, Hangjun; Han, Yanchao; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Agrifood Proc & Nutr, Beijing Key Lab Agr Prod Fruit & Vegetables Preser, Key Lab Vegetable Postharvest Proc ,Minist Agr & R, Beijing 100097, Peoples R China; Shenyang Agr Univ, Coll Food Sci, Shenyang 110866, Liaoning, Peoples R China; Zhejiang Acad Agr Sci, Food Sci Inst, Key Lab Postharvest Preservat & Proc Vegetables Co, Zhejiang Key Lab Intelligent Food Logist & Proc, Hangzhou 310021, Peoples R China;

关键词： Firmness; Pectin; Textural softening; Inoculation; Polygalacturonase; Hydrogen peroxide

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Gut microbiota-derived 4-hydroxyphenylacetic acid from resveratrol supplementation prevents obesity through SIRT1 signaling activation

Wang, Pan; Wang, Ruiqi; Zhao, Wenting; Zhao, Yuanyuan; Wang, Dan; Zhao, Shuang; Ge, Zhiwen; Ma, Yue; Zhao, Xiaoyan; Wang, Pan; Wang, Ruiqi; Zhao, Wenting; Zhao, Yuanyuan; Wang, Dan; Zhao, Shuang; Ge, Zhiwen; Ma, Yue; Zhao, Xiaoyan; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Agri Food Proc & Nutr, 50 Zhanghua St, Beijing 100097, Peoples R China; Minist Agr & Rural Affairs, Beijing Key Lab Agr Prod Fruits & Vegetables Prese, Key Lab Vegetable Postharvest Proc, Beijing, Peoples R China;

关键词： Resveratrol; 4-hydroxyphenylacetic acid; gut microbiota; obesity; SIRT1

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Correlation of physicochemical properties and volatile profiles with microbiome diversity in cucumber during lightly-pickling in seasoning liquid

Yue, Wei; Li, Zudi; Wang, Dan; Wang, Pan; Zhao, Shuang; Zhao, Yuanyuan; Zhao, Xiaoyan; Zhao, Wenting; Yue, Wei; Liu, Ye; Zhao, Xiaoyan; SCI

机构： Ministry of Agriculture and Rural Affairs, Beijing Acad Agr & Forestry Sci, Beijing Key Lab Agr Prod Fruits & Vegetables Prese, Key Lab Vegetable Postharvest Proc,Inst Agri Food, Beijing 100097, Peoples R China; Beijing Technol & Business Univ, Sch Food & Hlth, Beijing 100048, Peoples R China;

关键词： Cucumber; Lightly-pickling; Physicochemical properties; Flavor; Bacterial and fungal communities

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Effects of blanching cultivation on the chemical composition and nutritional quality of Chinese chive

Li, Ning; Xie, Long; Hu, Manman; Tong, Jing; Wang, Baoju; Ji, Yanhai; Chen, Jie; Liang, Hao; Liu, Wei; Liu, Mingchi; Wu, Zhanhui; Liu, Ning; Li, Ning; Xie, Long; Tong, Jing; Wang, Baoju; Ji, Yanhai; Chen, Jie; Liang, Hao; Liu, Wei; Liu, Mingchi; Wu, Zhanhui; Liu, Ning; Li, Ning; Xie, Long; Tong, Jing; Ji, Yanhai; Liang, Hao; Liu, Wei; Liu, Mingchi; Liu, Ning; Hu, Manman; SCI

机构： Beijing Acad Agr & Forestry Sci, Beijing Vegetable Res Ctr, Natl Engn Res Ctr Vegetables, Beijing 100097, Peoples R China; Minist Agr & Rural Affairs, Key Lab Urban Agr North China, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing Inst Vegetable Sci, State Key Lab Vegetable Biobreeding, Beijing 100097, Peoples R China; Texas Tech Univ, Dept Plant & Soil Sci, Lubbock, TX 79409 USA;

关键词： Chinese chive; Metabolomics; Blanching cultivation; Allium flavor; S-alk( en )yl cysteine sulfoxide; Chemical composition

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Overview of Pest Detection and Recognition Algorithms

Guo, Boyu; Wang, Jianji; Guo, Minghui; Chen, Miao; Chen, Yanan; Guo, Boyu; Wang, Jianji; Guo, Minghui; Chen, Miao; Chen, Yanan; Guo, Minghui; Miao, Yisheng; SCI

机构： Xi An Jiao Tong Univ, Natl Engn Res Ctr Visual Informat & Applicat, Natl Key Lab Human Machine Hybrid Augmented Intell, Xian 710049, Peoples R China; Xi An Jiao Tong Univ, Inst Artificial Intelligence & Robot, Xian 710049, Peoples R China; Xi An Jiao Tong Univ, Sch Software Engn, Xian 710049, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Informat Technol, Beijing 100097, Peoples R China;

关键词： smart agriculture; pest detection; pest recognition

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Research on Positioning and Navigation System of Greenhouse Mobile Robot Based on Multi-Sensor Fusion

Cheng, Bo; Li, Xiaoyue; Zhang, Ning; Song, Weitang; He, Xueying; Wu, Huarui; SCI

机构： China Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China; Henan Agr Univ, Coll Hort, Zhengzhou 450002, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China;

关键词： agricultural greenhouse; navigation robot; multi-sensor fusion; ultra-wideband; inertial measurement unit; odometry; rangefinder

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Diverse nucleotide substitutions in rice base editing mediated by novel TadA variants

Yu, Man; Kuang, Yongjie; Wang, Chenyang; Wu, Xuemei; Zhou, Xueping; Ren, Bin; Zhou, Huanbin; Yu, Man; Sun, Wenxian; Wu, Xuemei; Ren, Bin; Zhou, Huanbin; Wu, Xuemei; Zhang, Dawei; Li, Shaofang; Zhou, Xueping; Zhou, Huanbin; SCI

机构： Chinese Acad Agr Sci, Inst Plant Protect, State Key Lab Biol Plant Dis & Insect Pests, Beijing 100193, Peoples R China; China Agr Univ, Dept Plant Pathol, Beijing 100193, Peoples R China; Minist Agr & Rural Affairs, Sci Observing & Expt Stn Crop Pests Guilin, Guilin 541399, Peoples R China; Sichuan Univ, Coll Life Sci, Minist Educ, Key Lab Bioresource & Ecoenvironm,State Key Lab Hy, Chengdu 610064, Peoples R China; Beijing Acad Agr & Forestry Sci, Natl Engn Res Ctr Vegetables, Beijing Vegetable Res Ctr, State Key Lab Vegetable Biobreeding, Beijing 100097, Peoples R China; Zhejiang Univ, Inst Biotechnol, State Key Lab Rice Biol, Hangzhou 310058, Zhejiang, Peoples R China; Minist Agr & Rural Affairs, Key Lab Gene Editing Technol Hainan, Sanya 572024, Peoples R China;

关键词： CRISPR; TadA variants; cytosine base editing; dual base editor; rice

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Quantitative Determination of Cd Using Energy Dispersion XRF Based on Gaussian Mixture Clustering-Multilevel Model Recalibration

Gao, Yunbing; Zhao, Yanan; Pan, Yuchun; Sun, Wenbin; Zhao, Xiande; Liu, Xiaoyang; Li, Xue; Mao, Xuefei; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; China Univ Min & Technol, Coll Geosci & Surveying Engn, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Technol Res Ctr, Beijing 100097, Peoples R China; Minist Ecol & Environm, Tech Ctr Soil Agr & Rural Ecol & Environm, Beijing 100012, Peoples R China; Chinese Acad Agr Sci, Inst Qual Stand & Testing Technol Agroprod, Beijing 100081, Peoples R China;

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Estimation of grain filling rate and thousand-grain weight of winter wheat ( Triticum aestivum L. ) using UAV-based multispectral images

Zhang, Baoyuan; Dai, Menglei; Sun, Qian; Qu, Xuzhou; Zhang, Mingzheng; Gu, Xiaohe; Zhang, Baoyuan; Gu, Limin; Dai, Menglei; Bao, Xiaoyuan; Zhen, Wenchao; Zhen, Wenchao; Zhen, Wenchao; Zhang, Baoyuan; Liu, Xingyu; Fan, Chengzhi; SCI

机构： Beijing Acad Agr & Forestry Sci, Res Ctr Informat Technol, Beijing 100097, Peoples R China; Hebei Agr Univ, Coll Agron, Baoding 071001, Hebei, Peoples R China; State Key Lab North China Crop Improvement & Regul, Baoding 071001, Hebei, Peoples R China; Minist Agr & Rural Affairs, Key Lab North China Water Saving Agr, Baoding 071001, Hebei, Peoples R China; Nanjing Agr Univ, Coll Agr, Nanjing 210095, Jiangsu, Peoples R China; North China Inst Aerosp Engn, Coll Remote Sensing & Informat Engn, Langfang 065000, Hebei, Peoples R China; Shandong Univ Sci & Technol, Coll Geodesy & Geomat, Qingdao 266590, Shandong, Peoples R China;

关键词： Grain filling rate; Grain weight; UAV; Winter wheat; Vegetation index

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