HYPERSPECTRAL ESTIMATION OF APPLE CANOPY CHLOROPHYLL CONTENT USING AN ENSEMBLE LEARNING APPROACH

Bai, Xueyuan; Song, Yingqiang; Yu, Ruiyang; Xiong, Jingling; Peng, Yufeng; Zhu, Xicun; Jiang, Yuanmao; Yang, Guijun; Li, Zhenhai; Zhu, Xicun; SCI

机构： Shandong Agr Univ, Coll Resources & Environm, Tai An 271018, Shandong, Peoples R China; Shandong Agr Univ, Coll Hort Sci & Engn, Natl Apple Engn & Technol Res Ctr, Tai An 271018, Shandong, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Shandong Agr Univ, Coll Resources & Environm, Natl Engn Lab Efficient Utilizat Soil & Fertilize, Tai An 271018, Shandong, Peoples R China;

关键词： Apple tree canopy; Chlorophyll content; Crop stress monitoring; Ensemble learning; Hyperspectral; Vegetation index

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Genome-Wide Identification of Aquaporin Gene Family in Pitaya Reveals an HuNIP6;1 Involved in Flowering Process

Ye, Xiaoying; Chen, Canbin; Xie, Fangfang; Hua, Qingzhu; Zhang, Zhike; Zhang, Rong; Zhao, Jietang; Hu, Guibing; Qin, Yonghua; Ye, Xiaoying; Gao, Yongshun; SCI

机构： South China Agr Univ, Guangdong Prov Key Lab Postharvest Sci Fruits & V, Key Lab Biol & Genet Improvement Hort Crops South, Minist Agr & Rural Affairs,Coll Hort, Guangzhou 510642, Peoples R China; Guangxi Acad Agr Sci, Nanning 530007, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Forestry & Pomol, Beijing 100097, Peoples R China;

关键词： pitaya; aquaporin; genome-wide identification; HuNIP6; 1; early flowering

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Estimation of Apple Flowering Frost Loss for Fruit Yield Based on Gridded Meteorological and Remote Sensing Data in Luochuan, Shaanxi Province, China

Zhu, Yaohui; Cheng, Jinpeng; Zhao, Chunjiang; Zhu, Yaohui; Yang, Guijun; Yang, Hao; Zhao, Fa; Han, Shaoyu; Chen, Riqiang; Zhang, Chengjian; Yang, Xiaodong; Liu, Miao; Cheng, Jinpeng; Zhao, Chunjiang; Zhu, Yaohui; Yang, Guijun; Yang, Hao; Zhao, Fa; Han, Shaoyu; Chen, Riqiang; Zhang, Chengjian; Yang, Xiaodong; Liu, Miao; Cheng, Jinpeng; Zhao, Chunjiang; SCI

机构： Beijing Forestry Univ, Sch Informat Sci & Technol, Beijing 100083, Peoples R China; Beijing Res Ctr Informat Technol Agr, Minist Agr, Key Lab Quantitat Remote Sensing Agr, Beijing 100097, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China;

关键词： apple; frost; flowering; meteorological; remote sensing

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CRISPR/Cas9-mediated mutagenesis of ClBG1 decreased seed size and promoted seed germination in watermelon

Wang, Yanping; Wang, Jinfang; Guo, Shaogui; Tian, Shouwei; Zhang, Jie; Ren, Yi; Li, Maoying; Gong, Guoyi; Zhang, Haiying; Xu, Yong; SCI

机构： Beijing Acad Agr & Forestry Sci, Natl Watermelon & Melon Improvement Ctr, Key Lab Biol & Genet Improvement Hort Crops North, Beijing Key Lab Vegetable Germplasm Improvement, Beijing 100097, Peoples R China;

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Small-sample learning with salient-region detection and center neighbor loss for insect recognition in real-world complex scenarios

Yang, Zhankui; Yang, Zhankui; Yang, Xinting; Li, Ming; Li, Wenyong; Yang, Zhankui; Yang, Xinting; Li, Ming; Li, Wenyong; SCI

机构： Beijing Univ Technol, Coll Comp Sci & Technol, Beijing 100124, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100089, Peoples R China; Natl Engn Lab Qual & Safety Traceabil Technol & A, Beijing, Peoples R China;

关键词： Fine-grained recognition; Small-sample learning; Salient-region detection; Center neighbor loss function

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Molecular Characterization of Donacia provosti (Coleoptera: Chrysomelidae) Larval Transcriptome by De Novo Assembly to Discover Genes Associated with Underwater Environmental Adaptations

Zhan, Haixia; Qu, Cheng; Luo, Chen; Li, Fengqi; Dewer, Youssef; Yang, Shiyong; Li, Liangjun; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Plant & Environm Protect, Beijing Key Lab Environm Friendly Management Frui, Beijing 100097, Peoples R China; Agr Res Ctr, Bioassay Res Dept, Cent Agr Pesticide Lab, Giza 12618, Egypt; Anhui Normal Univ, Sch Ecol & Environm, Wuhu 241000, Peoples R China; Yangzhou Univ, Sch Hort & Plant Protect, Yangzhou 225009, Jiangsu, Peoples R China;

关键词： Donacia provosti; aquatic lifestyle; transcriptome assembly; positive selection; adaptive evolution

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Genome sequencing sheds light on the contribution of structural variants to Brassica oleracea diversification

Guo, Ning; Duan, Mengmeng; Wang, Guixiang; Zong, Mei; Han, Shuo; Sun, Honghe; Miao, Liming; Liu, Di; Xu, Yong; Liu, Fan; Wang, Shenyun; Yu, Fangwei; Zhang, Wei; Li, Jianbin; Gao, Lei; Wang, Xin; Fei, Zhangjun; Gao, Lei; Lai, Enhui; Liu, Yongming; Li, Jingjing; Yang, Meng; Pei, Yanzheng; Lai, Enhui; Borm, Theo; Bonnema, Guusje; Ji, Heliang; Zhu, Chaohui; Fei, Zhangjun; SCI

机构： Beijing Acad Agr & Forestry Sci, Natl Engn Res Ctr Vegetables, Key Lab Biol & Genet Improvement Hort Crops North, Beijing Key Lab Vegetable Germplasm Improvement, Beijing 100097, Peoples R China; Jiangsu Acad Agr Sci, Jiangsu Key Lab Hort Crop Genet Improvement, Inst Vegetable Crops, Nanjing 210014, Peoples R China; Boyce Thompson Inst Plant Res, Ithaca, NY 14853 USA; Chinese Acad Sci, CAS Key Lab Plant Germplasm Enhancement & Special, Wuhan Bot Garden, Innovat Acad Seed Design, Wuhan 430074, Peoples R China; Next Biosci Inst, Wuhan 430074, Peoples R China; Univ Chinese Acad Sci, Beijing 100049, Peoples R China; Wageningen Univ & Res, Plant Breeding, NL-6708 PB Wageningen, Netherlands; Tianjin GengYun Seed Co, Tianjin 300400, Peoples R China; Fuzhou Inst Vegetable Sci, Fuzhou 350012, Peoples R China; ARS, USDA, Robert W Holley Ctr Agr & Hlth, Ithaca, NY 14853 USA;

关键词： Brassica oleracea; Cauliflower; Cabbage; Structural variants; Curd development

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A Fully Distributed Protocol with an Event-Triggered Communication Strategy for Second-Order Multi-Agent Systems Consensus with Nonlinear Dynamics

Li, Tao; Qiu, Quan; Zhao, Chunjiang; SCI

机构： Beijing Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China;

关键词： event-trigger; multi-agent systems; leader-following consensus; nonlinear dynamics

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Occurrence and dietary risk assessment of 37 pesticides in wheat fields in the suburbs of Beijing, China

Tao, Yan; Jia, Chunhong; Jing, Junjie; Zhang, Jinwei; Yu, Pingzhong; He, Min; Wu, Junxue; Chen, Li; Zhao, Ercheng; Tao, Yan; Jia, Chunhong; Jing, Junjie; Zhang, Jinwei; Yu, Pingzhong; He, Min; Wu, Junxue; Chen, Li; Zhao, Ercheng; SCI

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

关键词： Wheat; Pesticide; Risk assessment; Residue; Distribution; Soil

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An entirely new approach based on remote sensing data to calculate the nitrogen nutrition index of winter wheat

ZHAO Yu; WANG Jian-wen; CHEN Li-ping; FU Yuan-yuan; FENG Hai-kuan; XU Xin-gang; LI, Zhen-hai; ZHAO Yu; CHEN Li-ping; FU Yuan-yuan; FENG Hai-kuan; XU Xin-gang; LI, Zhen-hai; WANG Jian-wen; ZHU Hong-chun; SCI

机构： Beijing Res Ctr Informat Technol Agr, Minist Agr & Rural Affairs, Key Lab Quantitat Remote Sensing, Beijing 100097, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Shandong Univ Sci & Technol, Coll Geomat, Qingdao 266590, Peoples R China;

关键词： nitrogen nutrition index (NNI); critical nitrogen dilution curve; standardized leaf area index determining index (sLAIDI); the red-edge chlorophyll index (CIred edge)

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