Nonintrusive and automatic quantitative analysis methods for fish behaviour in aquaculture

Liu, Jintao; Yang, Xinting; Zhao, Zhenxi; Feng, Shuangxing; Zhou, Chao; Liu, Jintao; Bienvenido, Fernando; Liu, Jintao; Yang, Xinting; Zhao, Zhenxi; Feng, Shuangxing; Zhou, Chao; Liu, Jintao; Yang, Xinting; Zhao, Zhenxi; Feng, Shuangxing; Zhou, Chao; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Shuguang Huayuan Middle Rd 9, Beijing, Peoples R China; Univ Almeria, Almeria, Spain; Natl Engn Res Ctr Informat Technol Agr, Beijing, Peoples R China; Natl Engn Lab Agri Prod Qual Traceabil, Beijing, Peoples R China;

关键词： aquaculture; deep learning; fish behaviour; nonintrusive quantification

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Effective prediction of biosynthetic pathway genes involved in bioactive polyphyllins in Paris polyphylla

Hua, Xin; Wang, Kangzong; Yin, Xue; Hao, Changqi; Xu, Zhichao; Xue, Zheyong; Song, Wei; Duan, Baozhong; Xu, Zhichao; Su, Tongbing; Su, Tongbing; SCI

机构： Northeast Forestry Univ, Minist Educ, Key Lab Saline Alkali Vegetat Ecol Restorat, Harbin, Peoples R China; Zhejiang Chinese Med Univ, Coll Pharm, Hangzhou, Peoples R China; Dali Univ, Coll Pharmaceut Sci, Dali, Peoples R China; Chinese Acad Med Sci & Peking Union Med Coll, Inst Med Plant Dev, Beijing, Peoples R China; Beijing Acad Agr & Forestry Sci BAAFS, Beijing Vegetable Res Ctr BVRC, Beijing, Peoples R China; Natl Engn Res Ctr Vegetables, Beijing 100097, Peoples R China;

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Grazing Changed Plant Community Composition and Reduced Stochasticity of Soil Microbial Community Assembly of Alpine Grasslands on the Qinghai-Tibetan Plateau

Li, Yu; Fan, Chun; Dong, Shikui; Dong, Shikui; Gao, Qingzhu; Ganjurjav, Hasbagan; Hu, Guozheng; Fayiah, Moses; Wang, Xuexia; Yan, Yulong; Gao, Xiaoxia; Li, Shuai; SCI

机构： Chongqing Technol & Business Univ, Sch Publ Adm, Chongqing, Peoples R China; Beijing Forestry Univ, Sch Grassland Sci, Beijing, Peoples R China; Cornell Univ, Dept Nat Resources, Ithaca, NY 14850 USA; Chinese Acad Agr Sci, Inst Environm & Sustainable Dev Agr, Beijing, Peoples R China; Njala Univ, Sch Nat Resources Management, Dept Forestry, Njala, Sierra Leone; Beijing Acad Agr & Forestry Sci, Beijing, Peoples R China; China New Era Grp Corp, Beijing, Peoples R China; Beijing Normal Univ, Sch Environm, State Key Lab Water Environm Simulat, Beijing, Peoples R China;

关键词： grazing regime; dominant species; functional composition; co-occurrence network; community assembly

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Discrimination of Geographical Origin of Agricultural Products From Small-Scale Districts by Widely Targeted Metabolomics With a Case Study on Pinggu Peach

Zhao, Jie; Li, An; Jin, Xinxin; Liang, Gang; Pan, Ligang; Zhao, Jie; Li, An; Jin, Xinxin; Liang, Gang; Pan, Ligang; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Qual Stand & Testing Technol, Beijing, Peoples R China; Minist Agr, Risk Assessment Lab Agroprod, Beijing, Peoples R China;

关键词： Analytical GREEnness metric approach; metabolic fingerprint; origin discrimination; peach; small-scale districts; widely targeted metabolomics

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Cognitive WSN Control Optimization for Unmanned Farms Under the Two-Layer Game

Wu, Huarui; Han, Xiao; Zhu, Huaji; Wu, Huarui; Han, Xiao; Zhu, Huaji; Wu, Huarui; Han, Xiao; Zhu, Huaji; SCI

机构： Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Informat Technol, Beijing 100097, Peoples R China; Minist Agr, Key Lab Agriinformat, Beijing 100097, Peoples R China;

关键词： Optimization; Wireless sensor networks; Sensors; Interference; Games; Channel allocation; Crops; CWSN; unmanned farm; power control; channel allocation; cooperative game

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Protective Effects of Dietary Resveratrol against Chronic Low-Grade Inflammation Mediated through the Gut Microbiota in High-Fat Diet Mice

Wang, Pan; Ma, Yue; Wang, Dan; Zhao, Wenting; Zhao, Xiaoyan; Hu, Xiaosong; Chen, Fang; SCI

机构： Beijing Acad Agr & Forestry Sci, Minist Agr & Rural Affairs, Beijing Key Lab Agr Prod Fruits & Vegetables Pres, Inst Agrifood Proc & Nutr,Key Lab Vegetable Posth, Beijing 100097, Peoples R China; China Agr Univ, Coll Food Sci & Nutrit Engn, Engn Res Ctr Fruits & Vegetables Proc,Minist Agr, Natl Engn Res Ctr Fruit & Vegetable Proc,Key Lab, Beijing 100083, Peoples R China;

关键词： resveratrol; inflammation; gut microbiota; fecal microbiota transplantation

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The role and interaction between transcription factor NAC-NOR and DNA demethylase SlDML2 in the biosynthesis of tomato fruit flavor volatiles

Gao, Ying; Xu, Min; Bian, Hanxiao; Zhang, Chi; Wang, Jingyu; Wang, Hanqing; Chen, Kunsong; Zhang, Bo; Lin, Yujing; Xu, Yaping; Niu, Qingfeng; Lang, Zhaobo; Lin, Yujing; Xu, Yaping; Niu, Qingfeng; Lang, Zhaobo; Zuo, Jinhua; Fu, Da-Qi; Pan, Yu; Klee, Harry; SCI

机构： Zhejiang Univ, Lab Fruit Qual Biol, Zhejiang Prov Key Lab Hort Plant Integrat Biol, Zijingang Campus, Hangzhou 310058, Peoples R China; Chinese Acad Sci, Shanghai Ctr Plant Stress Biol, Shanghai 200032, Peoples R China; Chinese Acad Sci, Ctr Excellence Mol Plant Sci, Natl Key Lab Plant Mol Genet, Shanghai 200032, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Agrifood Proc & Nutr, Beijing 100097, Peoples R China; China Agr Univ, Coll Food Sci & Nutr Engn, Lab Fruit Biol, Beijing 100083, Peoples R China; Southwest Univ, Key Lab Hort Sci Southern Mt Reg, Minist Educ, Chongqing 400715, Peoples R China; Univ Florida, Genet Inst, Hort Sci, Gainesville, FL 32611 USA;

关键词： DNA methylation; epigenetics; flavor volatiles; fruit aroma; fruit ripening; tomato; transcription factor

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A deep learning approach incorporating YOLO v5 and attention mechanisms for field real-time detection of the invasive weed Solanum rostratum Dunal seedlings

Wang, Qifan; Cheng, Man; Cai, Zhenjiang; Yuan, Hongbo; Huang, Shuo; Zhang, Jinlin; SCI

机构： Agr Univ Hebei, Coll Mech & Elect Engn, Baoding 071000, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100000, Peoples R China; Agr Univ Hebei, Coll Plant Protect, Baoding 071000, Peoples R China;

关键词： Weed detection; Solanum rostratum Dunal; YOLO v5; Attention mechanism; Multi -scale training; Real-time detection

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Single-molecule long-read sequencing analysis improves genome annotation and sheds new light on the transcripts and splice isoforms of Zoysia japonica

Guan, Jin; Yue, Yuesen; Liu, Lingyun; Guo, Yidi; Zhang, Hui; Fan, Xifeng; Teng, Ke; Yin, Shuxia; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Grassland Flowers & Ecol, Beijing 100097, Peoples R China; Beijing Forestry Univ, Sch Grassland Sci, Beijing 100083, Peoples R China;

关键词： Zoysia japonica; Full-length transcriptome; Alternative splicing; Fusion transcripts; Transcription factors; Senescence

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Breast Meat Fatty Acid Profiling and Proteomic Analysis of Beijing-You Chicken During the Laying Period

Zhang, Jian; Cao, Jing; Geng, Ailian; Wang, Haihong; Chu, Qin; Yan, Zhixun; Zhang, Xiaoyue; Zhang, Yao; Liu, Huagui; Zhuang, Hong; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Anim Husb & Vet Med, Beijing, Peoples R China; US Natl Poultry Res Ctr, United States Dept Agr, Agr Res Serv, Athens, GA USA;

关键词： fatty acid; Beijing-You chicken; pectoralis major; laying period; TMT-based quantitative proteomic analysis; parallel reaction monitoring

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