Detection of pears with moldy core using online full-transmittance spectroscopy combined with supervised classifier comparison and variable optimization

Zhang, Qian; Huang, Wenqian; Wang, Qingyan; Li, Jiangbo; Zhang, Qian; Wu, Jingzhu; SCI

机构： Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Beijing Technol & Business Univ, Beijing Key Lab Big Data Technol Food Safety, Beijing, Peoples R China;

关键词： Moldy core; Full -transmittance spectroscopy; Online detection; Wavelength selection; Supervised classification

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Fusion of optical and SAR images based on deep learning to reconstruct vegetation NDVI time series in cloud-prone regions

Yang, Guijun; Li, Jingbo; Xu, Weimeng; Feng, Haikuan; Zhao, Fa; Long, Huiling; Meng, Yang; Yang, Hao; Li, Jingbo; Li, Changchun; Chen, Weinan; Xu, Weimeng; Yang, Guijun; 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; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Henan Polytech Univ, Sch Surveying & Mapping Land Informat Engn, Jiaozuo 454000, Peoples R China; Changan Univ, Sch Geol Engn & Surveying & Mapping, Xian 710054, Peoples R China;

关键词： Vegetation Monitoring; Time series; Deep learning; Transformer; SAR data; Optical data; NDVI

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Identification and picking point positioning of tender tea shoots based on MR3P-TS model

Yan, Lijie; Wu, Kaihua; Lin, Jia; Zhang, Jingcheng; Zhao, Xiaohu; Chen, Dongmei; Xu, Xingang; Tayor, James; SCI

机构： Hangzhou Dianzi Univ, Sch Automat, Hangzhou, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R China; Newcastle Univ, Sch Nat & Environm Sci, Newcastle Upon Tyne, England;

关键词： image analysis; deep learning; Camellia sinensis; faster region-based convolutional neural network; fine tea picking

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Lasiodiplodia theobromae protein LtScp1 contributes to fungal virulence and protects fungal mycelia against hydrolysis by grapevine chitinase

Peng, Junbo; Li, Xinghong; Li, Yonghua; Zhang, Wei; Zhou, Ying; Yan, Jiye; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Plant Protect, Beijing Key Lab Environm Friendly Management Frui, Beijing 100097, Peoples R China;

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Different Responses of Solar-Induced Chlorophyll Fluorescence at the Red and Far-Red Bands and Gross Primary Productivity to Air Temperature for Winter Wheat

Chen, Jidai; Liu, Xinjie; Ma, Yan; Liu, Liangyun; Chen, Jidai; Ma, Yan; Chen, Jidai; Liu, Xinjie; Ma, Yan; Liu, Liangyun; Yang, Guijun; Han, Shaoyu; SCI

机构： Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China; Univ Chinese Acad Sci, Beijing 100049, Peoples R China; Int Res Ctr Big Data Sustainable Dev Goals, Beijing 100094, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Key Lab Quantitat Remote Sensing Agr, Minist Agr & Rural Affairs, Beijing 100097, Peoples R China;

关键词： air temperature; overwintering period; GPP; structure and physiology; SIF

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Optimization of Online Determination Model for Sugar in a Whole Apple Using Full Transmittance Spectrum

Tian Xi; Tian Xi; Chen Li-ping; Wang Qing-yan; Li Jiang-bo; Yang Yi; Fan Shu-xiang; Huang Wen-qian; Tian Xi; Chen Li-ping; Wang Qing-yan; Li Jiang-bo; Yang Yi; Fan Shu-xiang; Huang Wen-qian; SCI

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

关键词： Online detection; Full transmittance spectrum; Universal prediction model; Apple; Sugar content

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DYNAMIC POTATO IDENTIFICATION AND CLEANING METHOD BASED ON RGB-D

Fu, Xiaoming; Wang, Zedong; Meng, Zhijun; Yin, Xiaohui; Wang, Chang; SCI

机构： Heilongjiang Bayi Agr Univ, Coll Engn, Daqing, Peoples R China; Beijing Res Ctr Informat Technol Agr, Beijing, Peoples R China; Daqing Oilfield Co Ltd, Oil Prod Plant Planning & Design Res Inst 4, Daqing, Peoples R China; Heilongjiang Bayi Agr Univ, Coll Sci, Daqing, Peoples R China;

关键词： potato; dynamic identification; cleaning method; RGB-D; Mask R-CNN

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Different cellular mechanism of imidacloprid and acetamiprid by a combined targeted lipidomics and metabolomics approach in Neuro-2a cells

Wang, Xinlu; Qiu, Jing; Xu, Yanyang; Pan, Yecan; Chen, Hongping; Jia, Qi; Qian, Yongzhong; Wang, Xinlu; SCI

机构： Chinese Acad Agr Sci, Inst Qual Stand & Testing Technol Agroprod, Key Lab Agrifood Qual & Safety, Minist Agr & Rural Affairs, Beijing 100081, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Qual Stand & Testing Technol, Beijing 100097, Peoples R China;

关键词： Imidacloprid; Acetamiprid; Targeted omics; Lipid peroxidation; Glutathione metabolism

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Recognition of the Agricultural Named Entities With Multifeature Fusion Based on ALBERT

Zhao, Pengfei; Wang, Wei; Liu, Hai; Han, Mo; SCI

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

关键词： Feature extraction; Semantics; Task analysis; Hidden Markov models; Agriculture; Diseases; Convolutional neural networks; Agriculture; named entity recognition; self-attention; long short-term memory; conditional random field

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Estimating canopy-scale chlorophyll content in apple orchards using a 3D radiative transfer model and UAV multispectral imagery

Cheng, Jinpeng; Zhao, Chunjiang; Cheng, Jinpeng; Yang, Hao; Sun, Zhendong; Han, Shaoyu; Feng, Haikuan; Xu, Weimeng; Yang, Guijun; Zhao, Chunjiang; Qi, Jianbo; Jiang, Jingyi; Xu, Weimeng; Li, Zhenhong; Yang, Guijun; Sun, Zhendong; SCI

机构： Beijing Forestry Univ, Sch Informat Sci & Technol, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Key Lab Quantitat Remote Sensing Agr, Minist Agr & Rural Affairs, Beijing 100097, Peoples R China; Beijing Forestry Univ, State Forestry & Grassland Adm Key Lab Forest Reso, Beijing 100083, Peoples R China; Changan Univ, Coll Geol Engn & Geomat, Xian 710054, Peoples R China; Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China;

关键词： UAV multispectral imagery; Chlorophyll content; Prior information; Radiative transfer model; Apple orchard

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