Genome-Wide Identification and Expression Profiling of Candidate Sex Pheromone Biosynthesis Genes in the Fall Armyworm (Spodoptera frugiperda)

Qu, Cheng; Zhang, Biyun; Wang, Ran; Li, Fengqi; Luo, Chen; Kang, Zhiwei; Fang, Yong; Zhao, Haipeng; SCI

机构： Inst Plant Protect, Beijing Acad Agr & Forestry Sci, Beijing 100097, Peoples R China; Hebei Univ, Inst Life Sci & Green Dev, Sch Life Sci, Baoding 071002, Peoples R China; Hunan Acad Agr Sci, Hunan Agr Biotechnol Res Inst, Changsha 410125, Peoples R China; Shandong Agr Univ, Coll Plant Protect, Tai An 271018, Peoples R China;

关键词： Spodoptera frugiperda; genome; sex pheromone gland; biosynthesis pathway

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Genomic analyses of rice bean landraces reveal adaptation and yield related loci to accelerate breeding

Guan, Jiantao; Zhang, Jintao; Gong, Dan; Hu, Zheng; Wang, Suhua; Chen, Honglin; Cheng, Xuzhen; Wang, Lixia; Guan, Jiantao; Zhang, Zhengquan; Yu, Yang; Xie, Hua; Guan, Jiantao; Zhang, Jintao; Gong, Dan; Luo, Gaoling; Chen, Yanhua; Laosatit, Kularb; Chen, Xin; Zhang, Yaowen; Wang, Yanlan; SCI

机构： Chinese Acad Agr Sci, Inst Crop Sci, Beijing, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Biotechnol, Beijing, Peoples R China; Chinese Acad Agr Sci, Inst Vegetables & Flowers, Beijing, Peoples R China; Yangtze Univ, Coll Agr, Jingzhou, Peoples R China; Guangxi Acad Agr Sci, Inst Rice Res, Nanning, Peoples R China; Kasetsart Univ, Dept Agron, Fac Agr, Nakhon Pathom, Thailand; Jiangsu Acad Agr Sci, Inst Ind Crops, Nanjing, Peoples R China; Shanxi Agr Univ, Coll Agr, Taiyuan, Peoples R China; Crop Res Inst Hunan Prov, Changsha, Peoples R China;

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Predicting individual apple tree yield using UAV multi-source remote sensing data and ensemble learning

Chen, Riqiang; Zhang, Chengjian; Xu, Bo; Zhu, Yaohui; Zhao, Fa; Han, Shaoyu; Yang, Guijun; Yang, Hao; Chen, Riqiang; Zhang, Chengjian; Zhu, Yaohui; Chen, Riqiang; Zhang, Chengjian; Xu, Bo; Zhu, Yaohui; Zhao, Fa; Han, Shaoyu; Yang, Guijun; Yang, Hao; Xu, Bo; 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; Beijing Forestry Univ, Sch Informat Sci & Technol, Beijing 100083, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Nongxin Sci & Technol Beijing Co Ltd, Beijing 100097, Peoples R China;

关键词： Apple yield -prediction; Unmanned Aerial Vehicle (UAV); Light Detection and Ranging (LiDAR); Multispectral; Ensemble learning

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Cell Junction and Vesicle Trafficking-Mediated Melanosome/Melanin Transfer Are Involved in the Dynamic Transformation of Goldfish Carassius auratus Skin Color

Liu, Lili; Wang, Xiaowen; Zhang, Rong; Li, Huijuan; Zhu, Hua; Liu, Lili; Wang, Xiaowen; Zhang, Rong; Li, Huijuan; Zhu, Hua; SCI

机构： Beijing Acad Agr & Forestry Sci, Fisheries Res Inst, Beijing 100068, Peoples R China; Beijing Key Lab Fishery Biotechnol, Beijing 100068, Peoples R China;

关键词： goldfish; skin color transformation; melanophore; cell junction; vesicle trafficking

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Near-Infrared Spectroscopy Measurement of Contrastive Variational Autoencoder and Its Application in the Detection of Liquid Sample

Yuan Zhuang; Dong Da-ming; SCI

机构： Guangxi Univ, Nanning 530004, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Intelligent Equipment, Beijing 100097, Peoples R China;

关键词： Near-infrared; cVAE; Data dimensionality reduction; Feature extraction

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A bulked segregant analysis tool for out-crossing species (BSATOS) and QTL-based genomics-assisted prediction of complex traits in apple

Shen, Fei; Wu, Bei; Tian, Zhendong; Wang, Yi; Wu, Ting; Xu, Xuefeng; Han, Zhenhai; Zhang, Xinzhong; Shen, Fei; Bianco, Luca; Fontana, Paolo; Shen, Fei; Velasco, Riccardo; SCI

机构： China Agr Univ, Coll Hort, Beijing 100193, Peoples R China; Edmund Mach Fdn, Res & Innovat Ctr, I-38010 San Michele All Adige, Italy; Beijing Acad Agr & Forestry Sci, Beijing 100097, Peoples R China; CREA, Res Ctr Viticulture & Enol, Conegliano, Italy;

关键词： Genomics-assisted prediction; Bulked segregant analysis; QTL; Apple

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Small sample and efficient crop pest recognition method based on transfer learning and data transformation

Wei, Qingfeng; Luo, Changshou; Yu, Jun; Zheng, Yaming; Wang, Furong; Luo, Changshou; Yu, Jun; Zheng, Yaming; Wang, Furong; Li, Huan; Zhang, Bao; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Data Sci & Agr Econ, Beijing, Peoples R China; Beijing Res Ctr Engn Technol Rural Distance Infor, Beijing, Peoples R China; CRRC Grp Co Ltd, Changsha, Hunan, Peoples R China; Landscape Bur Xinzhou Dist, Wuhan, Hubei, Peoples R China;

关键词： Transfer learning; data transformation; pest identification; crops

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High variation of fungal communities and associated potential plant pathogens induced by long-term addition of N fertilizers rather than P, K fertilizers: A case study in a Mollisol field

Hu, Xiaojing; Gu, Haidong; Liu, Junjie; Wang, Guanghua; Zhou, Baoku; Wei, Dan; Chen, Xueli; Wei, Dan; SCI

机构： Chinese Acad Sci, Northeast Inst Geog & Agroecol, Key Lab Mollisols Agroecol, Harbin 150081, Peoples R China; Heilongjiang Acad Agr Sci, Inst Soil & Fertilizer & Environm Resources, Harbin 150086, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Plant Nutr & Resources, Beijing 100097, Peoples R China;

关键词： N fertilizations; P, K fertilizations; Fungal communities; Responding taxa; Network interaction; Mollisol

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Early Detection of Tomato Gray Mold Disease With Multi-Dimensional Random Forest Based on Hyperspectral Image

Gao Rong-Hao; Feng Lu; Wu Hua-rui; Gu Jing-qiu; Gao Rong-Hao; Feng Lu; Wu Hua-rui; Gu Jing-qiu; Zhang Yue; Yuan Ji-dong; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Beijing Jiaotong Univ, Sch Comp & Informat Technol, Beijing 100044, Peoples R China;

关键词： Early disease detection; Hyperspectral imaging; Tomato gray mold; Random forest; Multi-dimensional times series

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Estimation of wheat tiller density using remote sensing data and machine learning methods

Hu, Jinkang; Zhang, Bing; Peng, Dailiang; Yu, Ruyi; Ye, Huichun; Huang, Wenjiang; Cheng, Enhui; Yang, Songlin; Hu, Jinkang; Zhang, Bing; Cheng, Enhui; Yang, Songlin; Peng, Dailiang; Ye, Huichun; Huang, Wenjiang; Liu, Yao; Xiao, Chenchao; Li, Cunjun; Dong, Tao; Fang, Moren; Lin, Binbin; Wang, Mengmeng; SCI

机构： Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Digital Earth Sci, Beijing, Peoples R China; Univ Chinese Acad Sci, Coll Resource & Environm, Beijing, Peoples R China; Int Res Ctr Big Data Sustainable Dev Goals, Beijing, Peoples R China; Minist Nat Resources China, Land Satellite Remote Sensing Applicat Ctr, Beijing, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing, Peoples R China; Aerosp ShuWei High Tech Co Ltd, Beijing, Peoples R China; Beijing Azup Sci Co Ltd, Beijing, Peoples R China; Texas A&M Univ, Dept Geog, College Stn, TX USA; China Univ Geosci Wuhan, Sch Geog & Informat Engn, Wuhan, Peoples R China;

关键词： winter wheat; tiller density; UAV hyperspectral; vegetation index; random forest; gradient boosted regression trees

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