Screening naturally mildewed maize kernels based on Raman hyperspectral imaging coupled with machine learning classifiers

Long, Yuan; Bin Zhang; Long, Yuan; Wang, Qingyan; Tian, Xi; Huang, Wenqian; Long, Yuan; Wang, Qingyan; Tian, Xi; Huang, Wenqian; SCI

机构： China Agr Univ, Coll Engn, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Natl Res Ctr Intelligent Equipment Agr, Beijing, Peoples R China;

关键词： machine learning classifiers; maize kernels; mildew; nondestructive screening; Raman hyperspectral imaging

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The bHLH transcription factor AcB2 regulates anthocyanin biosynthesis in onion (Allium cepa L.)

Li, Xiaojie; Cao, Linjiao; Jiao, Bangbang; Liang, Yi; Li, Xiaojie; Liang, Yi; Li, Xiaojie; Liang, Yi; Yang, Haifeng; Ma, Changsheng; SCI

机构： Beijing Acad Agr & Forestry Sci, Beijing Vegetable Res Ctr, Beijing 100097, Peoples R China; Minist Agr, Key Lab Biol & Genet Improvement Hort Crops North, Beijing 100097, Peoples R China; Beijing Key Lab Vegetable Germplasm Improvement, Beijing 100097, Peoples R China; Lianyungang Acad Agr Sci, Vegetable Res Ctr, Yingbin Blvd, Lianyungang 222000, Jiangsu, Peoples R China; Henan Agr Univ, Coll Hort, Dept Vegetables, Zhengzhou 450046, Henan, Peoples R China;

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Estimation of potato above-ground biomass based on unmanned aerial vehicle red-green-blue images with different texture features and crop height

Liu, Yang; Feng, Haikuan; Li, Zhenhai; Yang, Guijun; Liu, Yang; Liu, Yang; Feng, Haikuan; Yue, Jibo; Jin, Xiuliang; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Minist Agr & Rural Affairs, Key Lab Quantitat Remote Sensing Agr, Beijing, Peoples R China; China Agr Univ, Key Lab Smart Agr Syst, Minist Educ, Beijing, Peoples R China; China Agr Univ, Minist Agr & Rural Affairs, Key Lab Agr Informat Acquisit Technol, Beijing, Peoples R China; Nanjing Agr Univ, Coll Agr, Nanjing, Peoples R China; Henan Agr Univ, Coll Informat & Management Sci, Zhengzhou, Peoples R China; Chinese Acad Agr Sci, Inst Crop Sci, Minist Agr, Key Lab Crop Physiol & Ecol, Beijing, Peoples R China;

关键词： UAV; RGB images; GLCM-/Gabor-based textures; crop height; above-ground biomass

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The complete chloroplast genome sequence of Lilium concolor var. pulchellum

Kang, Shengnan; Zhang, Xuemin; Yu, Xiaonan; Kang, Shengnan; Zhang, Xuemin; Zhang, Mingfang; Du, Yunpeng; Zhang Xiuhai; Qin, Haiying; SCI

机构： Beijing Forestry Univ, Coll Landscape Architecture, Beijing Key Lab Ornamental Plants Germplasm Innov, Beijing Lab Urban & Rural Ecol Environm, Beijing, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Grassland Flowers & Ecol, Beijing 100097, Peoples R China; Chongqing Municipal Agr Sch, Chongqing, Peoples R China;

关键词： Lilium concolor var; pulchellum; Lilium; chloroplast genome; phylogenetic analysis

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FaAKR23 Modulates Ascorbic Acid and Anthocyanin Accumulation in Strawberry (Fragaria x ananassa) Fruits

Wei, Lingzhi; Liu, Huabo; Ni, Yang; Dong, Jing; Zhong, Chuanfei; Sun, Rui; Li, Shuangtao; Xiong, Rong; Wang, Guixia; Sun, Jian; Zhang, Yuntao; Chang, Linlin; Gao, Yongshun; Wei, Lingzhi; Liu, Huabo; Ni, Yang; Dong, Jing; Zhong, Chuanfei; Sun, Rui; Li, Shuangtao; Xiong, Rong; Wang, Guixia; Sun, Jian; Zhang, Yuntao; Chang, Linlin; Gao, Yongshun; Wei, Lingzhi; Liu, Huabo; Dong, Jing; Zhong, Chuanfei; Sun, Rui; Li, Shuangtao; Wang, Guixia; Sun, Jian; Zhang, Yuntao; Chang, Linlin; Gao, Yongshun; Ni, Yang; Xiong, Rong; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Forestry & Pomol, Beijing 100093, Peoples R China; Minist Agr & Rural Affairs, Key Lab Biol & Genet Improvement Hort Crops North, Beijing 100093, Peoples R China; Beijing Engn Res Ctr Strawberry, Beijing 100093, Peoples R China; Minist Agr & Rural Affairs, Inspect & Testing Lab Fruits & Nursery Stocks Bei, Beijing 100093, Peoples R China;

关键词： strawberry; antioxidants; ascorbic acid; anthocyanin; AKR

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Discovery of Novel Potential Aphid Repellents: Geranic Acid Esters Containing Substituted Aromatic Rings

Pan, Shixiang; Li, Wenhao; Yang, Zhaokai; Liu, Yan; Shi, Zhuo; Yang, Xinling; Qin, Yaoguo; Qu, Cheng; Luo, Chen; SCI

机构： China Agr Univ, Coll Sci, Innovat Ctr Pesticide Res, Dept Appl Chem, Beijing 100193, Peoples R China; China Agr Univ, Coll Plant Protect, Dept Entomol, MOA Key Lab Monitoring & Environm Friendly Contro, Beijing 100193, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Plant Protect, Beijing 100097, Peoples R China;

关键词： molecular design; ester; aphids; repel; odorant-binding proteins; molecular docking

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Research on the Chinese Named-Entity-Relation-Extraction Method for Crop Diseases Based on BERT

Zhang, Wenhao; Wang, Chunshan; Teng, Guifa; Zhang, Wenhao; Wang, Chunshan; Wu, Huarui; Zhao, Chunjiang; Zhang, Wenhao; Wang, Chunshan; Wu, Huarui; Teng, Guifa; Huang, Sufang; Liu, Zhen; SCI

机构： Hebei Agr Univ, Sch Informat Sci & Technol, Baoding 071001, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Hebei Key Lab Agr Big Data, Baoding 071001, Peoples R China; Cangzhou Acad Agr & Forestry Sci, Cangzhou 061000, Peoples R China;

关键词： knowledge graph; crop disease; named-entity recognition; relation extraction; BERT; PERT

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Efficient Health Data Transmission Method in a Wireless Body Area Network for Rural Elderly

Wu, Huarui; Zhu, Huaji; Gu, Jingqiu; Peng, Cheng; Han, Xiao; Wu, Huarui; Zhu, Huaji; Gu, Jingqiu; Peng, Cheng; Han, Xiao; Wu, Huarui; Zhu, Huaji; Gu, Jingqiu; Peng, Cheng; Han, Xiao; SCI

机构： Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Minist Agr & Rural Affairs Peoples Republ China, Agr Key Lab Digital Village, Beijing 100097, Peoples R China;

关键词： wireless body area networks; delay-tolerant; sliding time window; opportunistic routing

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Expression analysis and functional characterization of tomato Tubby-like protein family

Zhang, Jiaojiao; Wang, Xinman; Dong, Xiaonan; Wang, Fei; Guo, Yang-Dong; Zhao, Bing; Zhang, Na; Guo, Yang-Dong; Zhang, Na; Cao, Lingling; Li, Shuangtao; Liu, Ziji; Zhang, Xichun; SCI

机构： China Agr Univ, Coll Hort, Beijing 100193, Peoples R China; China Agr Univ, Sanya Inst, Sanya 572000, Peoples R China; Beijing Agr Technol Extens Stn, Beijing 100029, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Forestry & Pomol, Beijing 100093, Peoples R China; Chinese Acad Trop Agr Sci, Trop Crops Genet Resources Inst, Haikou 571101, Peoples R China; Beijing Agr Univ, Sch Plant Sci & Technol, Beijing 102206, Peoples R China;

关键词： E3 ubiquitin ligase; F -box protein; Subcellular localization; Solanum lycopersicum; Transactivation activity; Tubby domain

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Detection of powdery mildew on strawberry leaves based on DAC-YOLOv4 model

Li, Yang; Wang, Jianchun; Sun, Haibo; Wu, Huarui; Wu, Huarui; Yu, Yang; Zhang, Hong; Wang, Jianchun; Yu, Yang; SCI

机构： Tianjin Acad Agr Sci, Tianjin 300192, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Beijing Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Hebei Univ Technol, Sch Artificial Intelligence, Tianjin 300401, Peoples R China; AgResearch Ltd, Lincoln Res Ctr, Private Bag 4749, Christchurch, New Zealand; Tianjin Acad Agr Sci, Tianjin 300190, Peoples R China;

关键词： Strawberry leaf; Powdery mildew; Computer vision; YOLOv4; Real-time detection

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