An explainable XGBoost model improved by SMOTE-ENN technique for maize lodging detection based on multi-source unmanned aerial vehicle images

Han, Liang; Han, Liang; Yang, Guijun; Yang, Xiaodong; Song, Xiaoyu; Xu, Bo; Li, Zhenhai; Wu, Jintao; Yang, Hao; Yang, Guijun; Yang, Xiaodong; Xu, Bo; Li, Zhenhai; Wu, Jintao; Yang, Hao; Wu, Jianwei; Yang, Guijun; SCI

机构： Shanxi Datong Univ, Coll Architecture & Geomat Engn, Datong 037009, 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; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Beijing PAIDE Sci & Technol Dev Co Ltd, Beijing 100097, Peoples R China; Changan Univ, Sch Geol Engn & Surveying & Mapping, Xian 710054, Peoples R China;

关键词： Lodging; XGBoost; SHAP; Remote sensing; SMOTE

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Macro- and microplastic accumulation in soil after 32 years of plastic film mulching

Li, Shitong; Ding, Fan; Wang, Zhan; Li, Shuangyi; Wang, Jingkuan; Flury, Markus; Flury, Markus; Xu, Li; Jones, Davey L.; Jones, Davey L.; SCI

机构： Shenyang Agr Univ, Coll Land & Environm, 120 Dongling Rd, Shenyang 110866, Peoples R China; Washington State Univ, Dept Crop & Soil Sci, Pullman, WA 99164 USA; Washington State Univ, Dept Crop & Soil Sci, Puyallup, WA 98371 USA; Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Agr Stand & Testing, Beijing 100095, Peoples R China; Bangor Univ, Environm Ctr Wales, Bangor LL57 2UW, Gwynedd, Wales; Murdoch Univ, Ctr Sustainable Farming Syst, Food Futures Inst, Soils West, Murdoch, WA 6105, Australia;

关键词： Plastic debris; Microplastic; Plastic mulch; Nitrogen fertilization; Polyethylene; Soil profile

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Evaluation of Germplasm and Development of Markers for Resistance to Plasmodiophora brassicae in Radish (Raphanus sativus L.)

Wang, Qingbiao; Wang, Yanping; Qian, Huihui; Zhang, Ziye; Zhang, Li; Wang, Qingbiao; Wang, Yanping; Qian, Huihui; Zhang, Ziye; Zhang, Li; Wang, Qingbiao; Wang, Yanping; Qian, Huihui; Zhang, Ziye; Zhang, Li; SCI

机构： Beijing Acad Agr & Forestry Sci, Natl Engn Res Ctr Vegetables, Beijing 100097, Peoples R China; Minist Agr & Rural Affairs Peoples Republ China, Key Lab Biol & Genet Improvement Hort Crops North, Beijing 100097, Peoples R China; Beijing Key Lab Vegetable Germplasm Improvement, Beijing 100097, Peoples R China;

关键词： radish germplasm; clubroot resistance; Plasmodiophora brassicae; CRa; marker-assisted selection

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The characterization of Streptomyces alfalfae strain 11F and its effect on seed germination and growth promotion in switchgrass

Niu, Zhenfeng; Su, Daolahu; Ma, Surina; Hu, La; Zhang, Taotao; Dong, Dan; Zhang, Dianpeng; Lu, Caige; Wu, Huiling; Yue, Yuesen; Hou, Xincun; Fan, Xifeng; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Plant & Environm Protect, Beijing, Peoples R China; Beijing Acad Agr & Forestry Sci, Res & Dev Ctr Grass & Environm, Beijing, Peoples R China;

关键词： Beneficial symbiotic microbes; Plant growth-promoting bacteria; Bioenergy crop; Green fluorescent protein; Colonization

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Positive Selection and Adaptive Introgression of Haplotypes from Bos indicus Improve the Modern Bos taurus Cattle

Zhang, Qianqian; Zhang, Qianqian; Schonherz, Anna Amanda; Lund, Mogens Sando; Guldbrandtsen, Bernt; Schonherz, Anna Amanda; Guldbrandtsen, Bernt; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Biotechnol Res, Beijing 100097, Peoples R China; Aarhus Univ, Ctr Quantitat Genet & Genom, DK-8000 Aarhus, Denmark; Aarhus Univ, Dept Anim Sci, DK-8000 Aarhus, Denmark; Univ Copenhagen, Dept Vet & Anim Sci, DK-1165 Copenhagen, Denmark;

关键词： positive selection; adaptive introgression; runs of homozygosity; haplotype; cattle

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A model-based methodology for the early warning detection of cucumber downy mildew in greenhouses: An experimental evaluation

Liu, Ran; Luis Guzman, Jose; Wang, Hui; Li, Ming; SCI

机构： Univ Almeria, Dept Informat, CeiA3, CIESOL, Ctra Sacramento S-N, Almeria, Spain; Beijing Acad Agr & Forestry Sci, Inst Plant & Environm Protect, Beijing Key Lab Environm Friendly Management Frui, Beijing 100097, Peoples R China; Minist Agr, Natl Engn Res Ctr Informat Technol Agr,Ctr Urban, Natl Engn Lab Agriprod Qual Traceabil,Meteorol Se, Informat Technol Res Ctr,Beijing Acad Agr & Fores, Beijing, Peoples R China;

关键词： Greenhouse climate; Mechanistic model; Downy mildew; Disease model; Weather forecast

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Effects of Orientations and Regions on Performance of Online Soluble Solids Content Prediction Models Based on Near-Infrared Spectroscopy for Peaches

Liu, Sanqing; Huang, Wenqian; Lin, Lin; Liu, Sanqing; Huang, Wenqian; Fan, Shuxiang; SCI

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

关键词： nondestructive detection; rapid detection; full transmittance spectra; multipoint sampling; zone combination method; nectarine

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Cloning and Functional Analysis of TaWRI1Ls, the Key Genes for Grain Fatty Acid Synthesis in Bread Wheat

Yang, Fengping; Liu, Guoyu; Wu, Ziyan; Zhang, Dongxue; Zhang, Yufeng; You, Mingshan; Li, Baoyun; Liang, Rongqi; Yang, Fengping; Liu, Guoyu; Wu, Ziyan; Zhang, Dongxue; Zhang, Yufeng; You, Mingshan; Li, Baoyun; Liang, Rongqi; Zhang, Xiuhai; SCI

机构： China Agr Univ, Key Lab Crop Heterosis & Utilizat MOE, Beijing 100193, Peoples R China; China Agr Univ, Beijing Key Lab Crop Genet Improvement, Beijing 100193, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing 100097, Peoples R China;

关键词： bread wheat; TaWRI1; fatty acid synthesis; functional analysis; transcription factor

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Optimized Design and Experiment of a Spatially Stratified Proportional Fertilizer Application Device for Summer Corn

Zuo, Zheng; Zhao, Jianguo; Jia, Hetong; Zhang, Baochuan; Ma, Zhikai; Hao, Jianjun; Yin, Baozhong; Li, Lixia; SCI

机构： Agr Univ Hebei, Coll Mech & Elect Engn, Baoding 071001, Peoples R China; Agr Univ Hebei, Coll Plant Protect, Baoding 071001, Peoples R China; Beijing Acad Agr & Forestry Sci, Inst Plant Nutr Resources & Environm, Beijing 00097, Peoples R China;

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Enzyme-Free Electrochemical Sensors for in situ Quantification of Reducing Sugars Based on Carboxylated Graphene-Carboxylated Multiwalled Carbon Nanotubes-Gold Nanoparticle-Modified Electrode

Liu, Ke; Wang, Xiaodong; Li, Aixue; Zhao, Chunjiang; Liu, Ke; Wang, Xiaodong; Luo, Bin; Wang, Cheng; Hou, Peichen; Dong, Hongtu; Li, Aixue; Zhao, Chunjiang; Liu, Ke; SCI

机构： Guangdong Lab Lingnan Modern Agr, Heyuan Branch, Heyuan, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Intelligent Equipment, Beijing, Peoples R China; Hebei Univ Engn, Coll Landscape & Ecol Engn, Handan, Peoples R China;

关键词： in situ; enzyme-free; reducing sugars; carboxylated graphene; carboxylated multi-walled carbon nanotubes; screen-printed electrode

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