GRU-Transformer: A Novel Hybrid Model for Predicting Soil Moisture Content in Root Zones

Zheng, Wengang; Zheng, Kai; Zheng, Wengang; Zhangzhong, Lili; Lan, Renping; Yu, Jingxin; Gao, Lutao; Zhangzhong, Lili; Yu, Jingxin; Xu, Linlin; SCI

机构： Shanxi Agr Univ, Coll Agr Engn, Jinzhong 030801, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Yunnan Agr Univ, Sch Big Data, Kunming 650201, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada;

关键词： GRU; transformer; soil moisture content; deep learning

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A nanocarrier-mediated dsRNA oral delivery enhances RNAi efficiency in thrips

Ma, Zhong-Zheng; Cao, Li -Jun; Chen, Jin-Cui; Shen, Xiu-Jing; Song, Wei; Yang, Fangyuan; Wei, Shu-Jun; Ma, Zhong-Zheng; Cao, Li -Jun; Chen, Jin-Cui; Shen, Xiu-Jing; Song, Wei; Yang, Fangyuan; Wei, Shu-Jun; Ma, Zhong-Zheng; Cao, Li -Jun; Chen, Jin-Cui; Shen, Xiu-Jing; Song, Wei; Yang, Fangyuan; Wei, Shu-Jun; Chen, Wen -Bang; SCI

机构： Beijing Key Lab Environm Friendly Management Fruit, Beijing 100097, Peoples R China; Minist Agr & Rural Affairs, Coconstruct Minist & Prov, Key Lab Environm Friendly Management Fruit & Veget, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Plant Protect, Beijing 100097, Peoples R China; Beijing Forestry Univ, Beijing Key Lab Forest Pests Control, Beijing 100083, Peoples R China;

关键词： Thrips palmi; aminopeptidase N; nanocarrier; dsRNA delivery; RNA interference

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Knockdown of one cytochrome P450 gene CYP6DW4 increases the susceptibility of Bemisia tabaci to dimpropyridaz, a novel pyridazine pyrazolecarboxamide insecticide

Tang, Juan; Su, Qi; Tang, Juan; Zhang, Qinghe; Qu, Cheng; Luo, Chen; Wang, Ran; Tang, Juan; Zhang, Qinghe; Qu, Cheng; Luo, Chen; Wang, Ran; SCI

机构： Yangtze Univ, Coll Agr, Jingzhou 434000, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Plant Protect, Beijing 100097, Peoples R China; Minist Agr & Rural Affairs, Key Lab Environm Friendly Management Fruit & Veget, Beijing 100097, Peoples R China;

关键词： Bemisia tabaci; Dimpropyridaz; Insecticide detoxification; Cytochrome P450 monooxygenase

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Three-Dimensional Modeling of Maize Canopies Based on Computational Intelligence

Wu, Yandong; Xiao, Pengliang; Huang, Linsheng; Wu, Yandong; Wen, Weiliang; Gu, Shenghao; Huang, Guanmin; Wang, Chuanyu; Lu, Xianju; Xiao, Pengliang; Guo, Xinyu; Wen, Weiliang; Gu, Shenghao; Huang, Guanmin; Wang, Chuanyu; Lu, Xianju; Guo, Xinyu; Huang, Guanmin; Lu, Xianju; SCI

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

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One-Time Contact Application of Controlled-Release Urea and Optimized Method Improved Rice Yield and Nitrogen Use Efficiency with 50% Nitrogen Input

Li, Jintao; Ding, Zijuan; Ma, Xiaowei; Ma, Zhiyao; Qian, Yuhong; Yao, Hongyue; Hou, Jun; Cao, Yuxian; Cao, Bing; Cao, Bing; SCI

机构： Yangtze Univ, Coll Agr, MARA Key Lab Sustainable Crop Prod Middle Reaches, Jingzhou 434025, Peoples R China; Yangtze Univ, Coll Life Sci, Jingzhou 434025, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Plant Nutr & Resources, Beijing 100097, Peoples R China; Beijing Engn Technol Res Ctr Slow Controlled Relea, Beijing 100097, Peoples R China;

关键词： controlled-release urea; nitrogen reduction; rice; rice seedling box contact fertilization technology

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Crop plant automatic detecting based on in-field images by lightweight DFU-Net model

Shi, Hui; Wang, Shengjie; Wen, Haojun; Deng, Hongtao; Shi, Dongyuan; Shi, Dongyuan; Wen, Haojun; Deng, Hongtao; Li, Wei; SCI

机构： Shihezi Univ, Coll Mech & Elect Engn, Shihezi 832003, Peoples R China; Shihezi Univ, Agr Coll, Shihezi 832003, Peoples R China; Beijing Acad Agr & Forestry Sci, Minist Agr & Rural Affairs, China Meteorol Adm, Res Ctr Informat Technol,Meteorol Serv Ctr Urban A, Beijing, Peoples R China; Minist Agr & Rural Affairs, Key Lab Northwest Agr Equipment, Beijing, Peoples R China; Minist Coconstruct Cotton Modernizat Prod Technol, Collaborat Innovat Ctr Prov, Shihezi, Peoples R China; Shihezi Univ, Coll Sch Informat Sci & Technol, Shihezi 832003, Peoples R China;

关键词： Crop plant detection; Semantic segmentation; Lightweight U-Net; Deep learning; DFU-Net

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PHYTOTOXITY OF POLYCYCLIC AROMATIC HYDROCARBONS TO SALIX VIMINALISL

Li, Xia; Chen, Fengzhen; Liu, Junxiang; Wang, Yuancheng; Li, Ao; Sun, Zhenyuan; Cheng, Yunhe; Zhai, Feifei; SCI

机构： Heze Univ, Coll Agr & Bioengn, Heze 274000, Shandong, Peoples R China; Chinese Acad Forestry, Res Inst Forestry, Beijing 100091, Peoples R China; Beijing Acad Forestry & Pomol Sci, Beijing 100093, Peoples R China; Henan Polytech Univ, Sch Architectural & Artist Design, Jiaozuo 454000, Henan, Peoples R China;

关键词： Gene expression; PAH stress; Physiological change; Phytotoxicity

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Rapid measurement of anthocyanin content in grape and grape Juice: Raman spectroscopy provides Non-destructive, rapid methods

Gao, Zhen; Zhao, Chunjiang; Gao, Zhen; Yang, Guiyan; Zhao, Xiande; Jiao, Leizi; Wen, Xuelin; Liu, Yachao; Xia, Xintao; Dong, Daming; Gao, Zhen; Yang, Guiyan; Zhao, Xiande; Jiao, Leizi; Wen, Xuelin; Liu, Yachao; Xia, Xintao; Zhao, Chunjiang; Dong, Daming; Yang, Guiyan; SCI

机构： China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China; Minist Agr & Rural Affairs, Key Lab Agr Sensors, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Intelligent Equipment, Beijing 100097, Peoples R China; Huazhong Agr Univ, Coll Plant Sci & Technol, Wuhan 430070, Peoples R China;

关键词： Raman Spectroscopy; Grapes; Grape Juice; Anthocyanin Content; Non-destructive Rapid Quantification

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In-capillary aptamer-functionalized dispersive solid-phase microextraction for dynamic transfer enrichment and miniature mass spectrometry analysis: A magnetically driven capture-and-release strategy

Li, Linsen; Zhang, Ying; Lv, Yueguang; Ma, Qiang; Li, Linsen; Qu, Feng; Zhao, Liping; SCI

机构： Chinese Acad Inspect & Quarantine, Key Lab Consumer Prod Qual Safety Inspection & Ris, Beijing 100176, Peoples R China; Beijing Inst Technol, Sch Life Sci, Key Lab Mol Med & Biotherapy, Beijing 100081, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Qual Stand & Testing Technol, Agr Prod Qual & Safety Risk Assessment Lab, Beijing 100097, Peoples R China;

关键词： Aptamer; Dispersive magnetic solid-phase micro; extraction; Extraction nanoelectrospray ionization; Dicationic ionic liquid; Charge inversion; Miniature mass spectrometer

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Large-scale and rapid perception of regional economic resilience from data-driven insights

Cheng, Tong; Cheng, Tong; Zhao, Yonghua; Zhao, Chunjiang; Cheng, Tong; Zhao, Yonghua; Zhao, Chunjiang; Cheng, Tong; Zhao, Yonghua; Ma, Le; Zhao, Chunjiang; SCI

机构： Ningxia Univ, Sch Architecture, Yinchuan, Peoples R China; Changan Univ, Sch Land Engn, Shaanxi Key Lab Land Consolidat, Xian, Peoples R China; Changan Univ, Shaanxi Prov Land Consolidat Engn Technol Res Ctr, Xian, Peoples R China; Minist Nat & Resources, Key Lab Degraded & Unused Land Consolidat Engn, Beijing, Peoples R China; Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing, Peoples R China;

关键词： COVID-19; undesired output; NO2; economic resilience; perceiving

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