Dynamic maize true leaf area index retrieval with KGCNN and TL and integrated 3D radiative transfer modeling for crop phenotyping

Zhao, Dan; Yang, Guijun; Zhang, Chengjian; Cheng, Zhida; Ren, Lipeng; Yang, Hao; Zhao, Dan; Xu, Tongyu; Yu, Fenghua; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Key Lab Quantitat Remote Sensing Agr, Minist Agr & Rural Affairs, Beijing 100097, Peoples R China; Shenyang Agr Univ, Sch Informat & Elect Engn, Shenyang 110866, Peoples R China;

关键词： True LAI; 3D radiative transfer model; Knowledge-guided convolutional neural; network; Transfer learning technique; Drone-based multispectral

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Transcriptomics integrated with metabolomics analysis of cold-induced lenticel disorder via the lignin pathway upon postharvest 'Xinli No.7' pear fruit

Xu, Ranran; Zhou, Jiahua; Deng, Lizhi; Zhang, Shuaiqi; Wang, Baogang; Xu, Ranran; Zhou, Jiahua; Deng, Lizhi; Zhang, Shuaiqi; Wang, Baogang; Golding, John B.; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Agrifood Proc & Nutr, Beijing 100097, Peoples R China; Natl R&D Ctr Fruit Proc, Beijing 100093, Peoples R China; NSW Dept Primary Ind, Ourimbah, NSW, Australia;

关键词： Low temperature storage; Regulatory mechanism; Lignin biosynthesis; Ethylene; MYB transcription factors

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Coupled modeling of rice growth and quality accumulation facilitates efficient, high-quality and precision water management

Dong, Wenhao; Yang, Aizheng; Fu, Qiang; Zhang, Pingan; Wang, Xiaofang; Hu, Kun; Li, Mo; Dong, Wenhao; Yang, Aizheng; Zhang, Pingan; Wang, Xiaofang; Hu, Kun; Li, Mo; Yang, Aizheng; Fu, Qiang; Wang, Xiaofang; Li, Mo; Li, Mo; Fu, Qiang; Singh, Vijay P.; Singh, Vijay P.; Singh, Vijay P.; Zhangzhong, Lili; Zhang, Pingan; SCI

机构： Northeast Agr Univ, Sch Water Conservancy & Civil Engn, Harbin 150030, Heilongjiang, Peoples R China; Northeast Agr Univ, Heilongjiang Prov Key Lab Smart Water Network, Harbin 150030, Heilongjiang, Peoples R China; Minist Educ, Int Cooperat Joint Lab Hlth Cold Reg Black Soil Ha, Harbin 150030, Heilongjiang, Peoples R China; Natl Key Lab Smart Farm Technol & Syst, Harbin 150030, Heilongjiang, Peoples R China; Northeast Agr Univ, Heilongjiang Prov Key Lab Water Resources & Water, Harbin 150030, Heilongjiang, Peoples R China; Texas A&M Univ, Dept Biol & Agr Engn, College Stn, TX 78843 USA; Texas A&M Univ, Zachry Dept Civil & Environm Engn, College Stn, TX 78843 USA; UAE Univ, Natl Water & Energy Ctr, Al Ain, U Arab Emirates; Beijing Acad Agr & Forestry Sci, Beijing 100097, Peoples R China; Xianyang Normal Univ, Sch Geog & Environm, Xianyang 712000, Shaanxi, Peoples R China;

关键词： AquaCrop model; Precision irrigation; Rice quality physiological model; Yield-quality-water synergy; Hydrological response sensitivity

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Enhanced classification of wheat disease: In-depth analysis of plant volatile organic compounds based on PTR-MS with prior knowledge and convolutional neural network

Wang, Ke; Wang, Ke; Wang, Yueting; Yang, Guiyan; Huang, Xuejiao; Ma, Shixiang; Hao, Lianglin; Jiao, Leizi; Zhao, Chunjiang; Dong, Daming; Wang, Ke; Wang, Yueting; Yang, Guiyan; Huang, Xuejiao; Ma, Shixiang; Hao, Lianglin; Jiao, Leizi; Zhao, Chunjiang; Dong, Daming; Liu, Ziyi; SCI

机构： Univ Sci & Technol Beijing, Inst Artificial Intelligence, Sch Intelligence Sci & Technol, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Key Lab Agr Sensors, Minist Agr & Rural Affairs, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Natl Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; Hainan Univ, Coll Trop Agr & Forestry, Danzhou 571700, Peoples R China;

关键词： Volatile organic compounds; Proton-transfer-reaction mass spectrometry; Wheat disease; Convolutional neural network; Prior knowledge

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Insights into the mechanical and simulated oral processing behaviors of gelatin-κ-carrageenan hydrogels reinforced by sorbitol replacement

Wang, Yichuan; Lu, Yao; Gao, Yanxiang; Mao, Like; Liu, Guangmin; Mao, Like; SCI

机构： China Agr Univ, Coll Food Sci & Nutr Engn, Key Lab Hlth Beverages, China Natl Light Ind, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Agrifood Proc & Nutr, Beijing 100097, Peoples R China; CAU Sichuan Chengdu Adv Agr Ind Inst, Chengdu 611430, Sichuan, Peoples R China;

关键词： Gelatin; kappa-carrageenan; Hydrogel; Sorbitol replacement; Oral processing

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Optimized grazing management enhances multiple ecosystem services by maintaining plant diversity and dominance in grasslands

Liu, Nan; Guo, Tongtian; Zhang, Hao; Yang, Gaowen; Wei, Bin; Xu, Hengkang; Zhang, Yingjun; Liu, Nan; Guo, Tongtian; Yang, Gaowen; Wei, Bin; Zhang, Yingjun; Ren, Haiyan; Badgery, Warwick; Kemp, David; Nie, Zhongnan; Lee, Michael R. F.; Rillig, Matthias C.; Rillig, Matthias C.; Zhang, Hao; Xu, Hengkang; SCI

机构： China Agr Univ, Coll Grassland Sci & Technol, Beijing 100193, Peoples R China; Minist Agr & Rural Affairs, Key Lab Grassland Management & Rat Utilizat, Beijing 100193, Peoples R China; Nanjing Agr Univ, Coll Agrograssland Sci, Nanjing 210095, Peoples R China; Orange Agr Inst, NSW Dept Primary Ind, Orange, NSW 2800, Australia; Charles Sturt Univ, Gulbali Inst, Orange, NSW 2800, Australia; Dept Jobs Precincts & Reg, Private Bag 105, Hamilton, Vic 3300, Australia; Harper Adams Univ, Sch Sustainable Food & Farming, Edgmond TF10 8NB, Shrops, England; Free Univ Berlin, Inst Biol, D-14195 Berlin, Germany; Berlin Brandenburg Inst Adv Biodivers Res BBIB, D-14195 Berlin, Germany; Henan Univ Anim Husb & Econ, Coll Anim Sci & Technol, Zhengzhou 450046, Peoples R China; Beijing Acad Agr & Forestry Sci BAAFS, Inst Grassland Flowers & Ecol, Beijing 100097, Peoples R China;

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Methodology for Fractional vegetation cover extraction in sparse planted plantations across complex terrain

Ma, Yanpeng; Fan, Yiguang; Chen, Riqiang; Bian, Mingbo; Fan, Jiejie; Liu, Yang; Zhang, Zitai; Guo, Lixiao; Yang, Guijun; Feng, Haikuan; Ma, Yanpeng; Chen, Riqiang; Dong, Liguo; Feng, Haikuan; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Beijing Forestry Univ, Sch Informat Sci & Technol, Beijing, Peoples R China; NingXia Acad Agr & Forestry Sci, Forestry Ecol Res Dept, Yinchuan, Peoples R China; Nanjing Agr Univ, Natl Engn & Technol Ctr Informat Agr, Nanjing, Peoples R China;

关键词： Unmanned aerial vehicle; fractional vegetation cover; machine learning; linear mixed models; color indices; topographic factors

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Oriented polypropylene packaging mitigates postharvest black spot formation in baby Chinese cabbage: Insights from transcriptomic and metabolomic analyses

Zhang, Chunjie; Wang, Mina; Wu, Ke; Yan, Bangjin; Yuan, Shuzhi; Xu, Xiaodi; Liu, Ning; Yue, Xiaozhen; Wang, Qing; Zhang, Chunjie; Wu, Ke; Jiang, Aili; Wang, Mina; Yan, Bangjin; Song, Zeyu; SCI

机构： Beijing Acad Agr & Forestry Sci, Beijing Key Lab Fruits & Vegetable Storage & Proc, Natl Engn Res Ctr Vegetables,Minist Agr & Rural Af, Key Lab Vegetable Postharvest Proc,Inst Vegetable, Beijing 100097, Peoples R China; Dalian Minzu Univ, Coll Life Sci, Key Lab Biotechnol & Bioresources Utilizat, Dalian 116600, Peoples R China; Guangxi Univ, Coll Agr, Nanning 530004, Peoples R China; Nanjing Agr Univ, Coll Plant Protect, Nanjing 210095, Peoples R China;

关键词： Baby Chinese cabbage; Black spot; Packaging; Transcriptome metabolomic

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Advance on Agricultural Robot Hand-Eye Coordination for Agronomic Task: A Review

He, Liang; Sun, Yuhuan; Chen, Liping; Feng, Qingchun; Li, Yajun; Lin, Jiewen; Qiao, Yicheng; Chen, Liping; Feng, Qingchun; Zhao, Chunjiang; SCI

机构： Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing Key Lab Intelligent Equipment Technol Agr, Beijing 100097, Peoples R China;

关键词： Agricultural robot; Hand-eye coordination; Agronomic task; Target perception; Collision-free operation

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Polymorphisms of FUT9 and its relationship with susceptibility towards DHAV-3 in Pekin duck

Cao, Junting; Hu, Jian; Zhang, Bo; Zhang, Yunsheng; Wu, Yongbao; Zhou, Zhengkui; Hou, Shuisheng; Cao, Junting; Wen, Zhiguo; Wu, Yongbao; Cao, Junting; Hu, Zhigang; Liu, Xiaolin; Zhang, Bo; SCI

机构： Chinese Acad Agr Sci, Inst Anim Sci, Minist Agr & Rural Affairs, Key Lab Anim Poultry Genet Breeding & Reprod, Beijing 100193, Peoples R China; Chinese Acad Agr Sci, Inst Feed Res, Beijing 100081, Peoples R China; Northwest A&F Univ, Coll Anim Sci & Technol, Shaanxi Key Lab Mol Biol Agr, Yangling 712100, Shaanxi, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Anim Husb & Vet Med, Beijing 100097, Peoples R China;

关键词： Duck; DHAV-3; FUT9; Single nucleotide polymorphism; Susceptibility

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