Deep learning models based on hyperspectral data and time-series phenotypes for predicting quality attributes in lettuces under water stress

Yu, Shuan; Shao, Song; Liang, Dong; Yang, Xiaozeng; Guo, Xinyu; Zhao, Chunjiang; Yu, Shuan; Fan, Jiangchuan; Lu, Xianju; Wen, Weilian; Shao, Song; Guo, Xinyu; Zhao, Chunjiang; Yang, Xiaozeng; SCI

机构： Anhui Univ, Natl Engn Res Ctr Agroecol Big Data Anal & Applica, 111 Jiulong Rd, Hefei 230601, Peoples R China; China Natl Engn Res Ctr Informat Technol Agr, Beijing Key Lab Digital Plant, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing 100097, Peoples R China;

关键词： Hyperspectral data; Time-series phenotypes; Quality attributes; Water stress; Deep learning

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Feasibility Study on Detecting the Freshness of Chilled Pork Based on Functionalized MOFs Gas-Sensitive Materials Combined With Fluorescence Spectroscopy

Li Jing-yi; Yang Xin; Wang Zeng-li; Zhang Ning; Li Jing-yi; Yang Xin; Yang Xin-ting; Liu Huan; Li Jing-yi; Yang Xin; Yang Xin-ting; Liu Huan; SCI

机构： China Agr Univ, Coll Food Sci & Nutr Engn, Beijing 100083, Peoples R China; Beijing Technol & Business Univ, Beijing Key Lab Food Flavor Chem, Beijing 100084, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Natl Engn Lab Agr Prod Qual & Safety Traceabil Te, Beijing 100097, Peoples R China;

关键词： Chilled pork; Metal-organic Framework materials; Volatile compounds; Fluorescence spectrum; Freshness detection

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An Experimental Study on the Effect of Cutting Angle on the Growth of Grafted Watermelon Seedlings Using the One-Cotyledon Grafting Method

Liang, Huan; Shi, Xianfeng; Zhu, Juhong; Liu, Jiangfeng; Wang, Dehuan; Ge, Mihong; Zhou, Mobing; Jiang, Kai; Shan, Feifei; Jiang, Kai; Shan, Feifei; SCI

机构： Wuhan Acad Agr Sci, Wuhan 430070, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Intelligent Equipment, Beijing 100097, Peoples R China; Natl Engn Res Ctr Intelligent Equipment Agr NERCIT, Beijing 100097, Peoples R China;

关键词： watermelon; one-cotyledon grafting; cutting angle; survival rate; grafting robot; healing

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Applications of Xerophytophysiology and Signal Transduction in Plant Production-Flower Qualities in Eustoma grandiflorum Were Improved by Sub-Irrigation

Xu, Hui-Lian; Bai, Jianfang; Bai, Jianfang; Kawabata, Saneyuki; Chang, Tingting; SCI

机构： Univ Jinan, Sch Biol Sci & Technol, Jinan 250024, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing 100097, Peoples R China; Univ Tokyo, Grad Sch Agr & Life Sci, Tokyo 1138657, Japan; Hohai Univ, Coll Agr Sci & Engn, Nanjing 211100, Peoples R China;

关键词： circadian clock; Eustoma grandiflorum; flower opening; mathematical model; oscillation; osmotic adjustment; PAL (phenylalanine ammonia-lyase); salicylic acid; turgor potential; xerophytophysiology

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A deep learning method for predicting lead content in oilseed rape leaves using fluorescence hyperspectral imaging

Zhou, Xin; Zhao, Chunjiang; Sun, Jun; Cao, Yan; Yao, Kunshan; Xu, Min; Zhao, Chunjiang; Zhao, Chunjiang; SCI

机构： Jiangsu Univ, Sch Elect & Informat Engn, Zhenjiang 212013, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Natl Engn Lab Agriprod Qual Traceabil, Beijing 100097, Peoples R China;

关键词： Stacked denoising autoencoder; Wavelet transform; Heavy metal lead; Oilseed rape; Fluorescence hyperspectral imaging; Nondestructive testing

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Interactions of Mesona chinensis Benth polysaccharides with different polysaccharides to fabricate food hydrogels: A review

Zeng, Xiangquan; Li, He; Xi, Yu; Li, Jian; Zeng, Xiangquan; Li, He; Xi, Yu; Li, Jian; Jiang, Weibo; Li, Qianqian; Kokini, Jozef L.; Du, Zhenjiao; Zeng, Xiangquan; SCI

机构： Beijing Technol & Business Univ, Sch Food & Hlth, China Natl Light Ind Council, Key Lab Green & Low carbon Proc Technol Plant base, Beijing 100048, Peoples R China; Beijing Technol & Business Univ, Beijing Engn & Technol Res Ctr Food Addit, Sch Food & Hlth, Beijing 100048, Peoples R China; China Agr Univ, Coll Food Sci & Nutr Engn, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Agr Stand & Testing, Beijing 100097, Peoples R China; Purdue Univ, Coll Agr, Dept Food Sci, W Lafayette, IN 47907 USA; Kansas State Univ, Dept Grain Sci & Ind, Manhattan, KS 66506 USA; Beijing Technol & Business Univ Fucheng, Coll Food & Hlth, Rd 33, Beijing 100048, Peoples R China;

关键词： Mesona chinensis Benth polysaccharides; Food hydrogels; Gel properties; Structural properties; Digestibility

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Design of an Intermittent Herbicide Spray System for Open-Field Cabbage and Plant Protection Effect Experiments

Zheng, Shenyu; Fu, Hao; Zhai, Changyuan; Zheng, Shenyu; Zhang, Xinwei; Yi, Kechuan; Zhao, Xueguan; Zhai, Changyuan; SCI

机构： Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Anhui Sci & Technol Univ, Coll Mech Engn, Fengyang 233100, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China;

关键词： plant protection machinery; sensor; spray rod type; herbicides; pesticide residues; weed killing rate

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Development of a General Prediction Model of Moisture Content in Maize Seeds Based on LW-NIR Hyperspectral Imaging

Wang, Zheli; Wang, Zheli; Li, Jiangbo; Zhang, Chi; Fan, Shuxiang; SCI

机构： China Agr Univ, Coll Informat & Elect Engn, 17 Qinghua East Rood, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China;

关键词： general prediction model; hyperspectral imaging; maize seed; moisture content

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Nanoplastics promote the dissemination of antibiotic resistance through conjugative gene transfer: implications from oxidative stress and gene expression

Liu, Xiaowei; Xu, Rongrong; Wu, Heyang; Xu, Kaiwen; Zhang, Wenjing; Wang, Zongyu; Wu, Heyang; Gong, Wenwen; SCI

机构： Hefei Univ, Sch Biol Food & Environm, Hefei 230601, Peoples R China; Hefei Univ Technol, Sch Resources & Environm Engn, Hefei 230009, Peoples R China; BAAFS Beijing Acad Agr & Forestry Sci, Inst Qual Stand & Testing Technol, Beijing 100097, Peoples R China;

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Maize Ear Height and Ear-Plant Height Ratio Estimation with LiDAR Data and Vertical Leaf Area Profile

Wang, Han; Yang, Guijun; Lei, Lei; Han, Shaoyu; Xu, Weimeng; Chen, Riqiang; Zhang, Chengjian; Yang, Hao; Wang, Han; Zhang, Wangfei; Yang, Guijun; Lei, Lei; 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; Southwest Forestry Univ, Coll Forestry, Kunming 650224, Peoples R China; Changan Univ, Coll Geol Engn & Geomat, Xian 710054, Peoples R China;

关键词： ear height; ear-plant height ratio; TLS LiDAR; DLS LiDAR

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