Evaluation of Table Grape Flavor Based on Deep Neural Networks

Liu, Zheng; Zhang, Yicheng; Guo, Lei; Shen, Wei; Zhang, Yu; Wu, Chase; SCI

机构： Zhejiang Sci Tech Univ, Sch Comp Sci & Technol, Hangzhou 310018, Peoples R China; Zhejiang Acad Agr Sci, Inst Agr Safety & Nutr, Hangzhou 310022, Peoples R China; New Jersey Inst Technol, Dept Data Sci, Newark, NJ 07102 USA;

关键词： grape flavor evaluation; deep neural networks; attention mechanism; evaluation model

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Estimation of rice seedling growth traits with an end-to-end multi-objective deep learning framework

Ye, Ziran; Tan, Xiangfeng; Dai, Mengdi; Chen, Xuting; Kong, Dedong; Lin, Yue; Nie, Pengcheng; Ruan, Yunjie; Ruan, Yunjie; SCI

机构： Zhejiang Acad Agr Sci, Inst Digital Agr, Hangzhou, Peoples R China; Hangzhou City Univ, Inst Spatial Informat City Brain ISCA, Hangzhou, Peoples R China; Zhejiang Univ, Inst Agr Bioenvironm Engn, Coll Biosyst Engn & Food Sci, Hangzhou, Peoples R China; Zhejiang Univ, Acad Rural Dev, Hangzhou, Peoples R China;

关键词： growth traits; fresh weight; rice seedling; deep learning; convolution neural network

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Achieving abiotic stress tolerance in plants through antioxidative defense mechanisms

Mishra, Neelam; Jiang, Chenkai; Chen, Lin; Shen, Guoxin; SCI

机构： St Josephs Univ, Dept Bot, Bangalore, Karnataka, India; Zhejiang Acad Agr Sci, Inst Sericulture & Tea, Hangzhou, Zhejiang, Peoples R China;

关键词： abiotic stress; reactive oxygen species; enzymatic antioxidants; non-enzymatic antioxidants; stress signaling

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c-Jun N-terminal kinase signaling in cellular senescence

Deng, Ying; Wu, Qinghua; Wei, Wei; Nepovimova, Eugenie; Wu, Qinghua; Kuca, Kamil; Adam, Vojtech; Heger, Zbynek; Adam, Vojtech; Heger, Zbynek; Valko, Marian; Kuca, Kamil; SCI

机构： Yangtze Univ, Coll Life Sci, Jingzhou 434025, Peoples R China; Zhejiang Acad Agr Sci, State Key Lab Managing Biot & Chem Threats Qual &, Key Lab Traceabil Agr Genet Modified Organisms, Minist Agr & Rural Affairs, Hangzhou 310021, Peoples R China; Univ Hradec Kralove, Fac Sci, Dept Chem, Hradec Kralove 50003, Czech Republic; Mendel Univ Brno, Dept Chem & Biochem, Brno 61300, Czech Republic; Brno Univ Technol, Cent European Inst Technol, Brno 60200, Czech Republic; Slovak Univ Technol Bratislava, Fac Chem & Food Technol, Bratislava 81237, Slovakia; Univ Granada, Andalusian Res Inst Data Sci & Computat Intelligen, Granada, Spain;

关键词： JNK; Cell senescence; Hypoxia; PARP1; Anti-aging

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Impacts of crosslinking conditions on Pickering emulsions stabilized by genipin-crosslinked chitosan-caseinophosphopeptides nanocomplexes

Jiang, Yike; Huang, Qingrong; Wang, Wen; Jiang, Yike; Huang, Qingrong; SCI

机构： State Univ New Jersey, Dept Food Sci, Rutgers, New Brunswick, NJ 08901 USA; Zhejiang Acad Agr Sci, Inst Agroprod Safety & Nutr, State Key Lab Managing Biot & Chem Threats Qual &, MOA Lab Qual & Safety Risk Assessment Agroprod Han, Hangzhou 310021, Peoples R China; 65 Dudley Rd, New Brunswick, NJ 08901 USA;

关键词： Chitosan; Caseinophosphopeptides; Genipin; Nanocomplexes; Pickering emulsion; Crosslinking conditions

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Analyzing "economy-society-environment" sustainability from the perspective of urban spatial structure: A case study of the Yangtze River delta urban agglomeration

Yin, Hanyu; Xiao, Rui; Gao, Zhi; Wan, Yi; Tan, Wenfang; Jiang, Xucheng; Cao, Wei; Guo, Yuxiang; Fei, Xufeng; Zhang, Zhonghao; SCI

机构： Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Peoples R China; Zhejiang Acad Agr Sci, Hangzhou 310000, Peoples R China; Shanghai Normal Univ, Inst Urban Studies, Sch Environm & Geog Sci, Shanghai 200234, Peoples R China;

关键词： "Economy-Society-Environment" system; Sustainable development goals; Sustainability spatial differences; Driving factors; Urban space

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Transcription factors TgbHLH95 and TgbZIP44 cotarget terpene biosynthesis gene TgGPPS in Torreya grandis nuts

Zhang, Zuying; Tao, Liu; Gao, Lingling; Gao, Yadi; Suo, Jinwei; Yu, Weiyu; Hu, Yuanyuan; Wu, Jiasheng; Song, Lili; Zhang, Zuying; Song, Lili; Wei, Chunyan; Farag, Mohamed A.; SCI

机构： Zhejiang A&F Univ, State Key Lab Subtrop Silviculture, Linan 311300, Zhejiang, Peoples R China; Zhejiang A&F Univ, Zhejiang Prov Key Lab Forest Aromat Plants Based H, Linan 311300, Zhejiang, Peoples R China; Zhejiang Acad Agr Sci, Inst Hort, Desheng Middle Rd 298, Hangzhou 310021, Zhejiang, Peoples R China; Cairo Univ, Coll Pharm, Pharmacognosy Dept, Kasr el Aini st, Cairo 11562, Egypt;

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Pathogen resistance in soils associated with bacteriome network reconstruction through reductive soil disinfestation

Zhu, Weijing; Lu, Xiaolin; Hong, Chunlai; Hong, Leidong; Zhu, Fengxiang; Yao, Yanlai; Ding, Jian; Zhou, Wenlin; SCI

机构： Zhejiang Acad Agr Sci, Inst Environm Resource Soil & Fertilizer, State Key Lab Managing Biot & Chem Threats Qual &, Hangzhou 310021, Peoples R China; Zhejiang Agr Tech Extens Ctr, Hangzhou 310020, Peoples R China; Zhejiang Acad Agr Sci, Inst Sericulture & Tea, Hangzhou 310021, Peoples R China;

关键词： Reductive soil disinfestation; Bacteriome network; Keystone taxa; Sensitive OTU; Fungistasis

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Spatial-Spectral 1DSwin Transformer With Groupwise Feature Tokenization for Hyperspectral Image Classification

Xu, Yifei; Xie, Yixuan; Li, Bicheng; Zhu, Li; Xie, Chuanqi; Zhang, Yongchuan; Wang, Aichen; SCI

机构： Xi An Jiao Tong Univ, Sch Software, Xian 710054, Shaanxi, Peoples R China; Zhejiang Acad Agr Sci, State Key Lab Managing Biot & Chem Threats Qual &, Hangzhou 310021, Peoples R China; Chongqing Jiaotong Univ, Chongqing Smart City Inst, Chongqing 400074, Peoples R China; Jiangsu Univ, Key Lab Modern Agr Equipment & Technol, Zhenjiang 212013, Peoples R China;

关键词： 1-D shifted window-based multihead self-attention (1DSW-MSA); 1-D window-based MSA (1DW-MSA); cross-block normalized connection (CNC); hyperspectral image (HSI) classification; Swin Transformer

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Cloning, Identification, and Functional Analysis of the Chalcone Isomerase Gene from Astragalus sinicus

Zhang, Xian; Xu, Jing; Si, Linlin; Cao, Kai; Li, Hua; Wang, Jianhong; Wang, Yuge; SCI

机构： Zhejiang Acad Agr Sci, Inst Environm Resource Soil & Fertilizer, Hangzhou 310021, Peoples R China; Northeastern Univ, Coll Sci, Boston, MA 02115 USA;

关键词： Astragalus sinicus; chalcone isomerase (CHI); anthocyanin; gene expression; characterization

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