Prediction of oil content in single maize kernel based on hyperspectral imaging and attention convolution neural network

Zhang, Liu; An, Dong; Wei, Yaoguang; Liu, Jincun; Zhang, Liu; An, Dong; Wei, Yaoguang; Liu, Jincun; Zhang, Liu; An, Dong; Wei, Yaoguang; Liu, Jincun; Zhang, Liu; An, Dong; Wei, Yaoguang; Liu, Jincun; Wu, Jianwei; SCI

机构： China Agr Univ, Natl Innovat Ctr Digital Fishery, Beijing 100083, Peoples R China; China Agr Univ, Key Lab Smart Farming Technol Aquat Anim & Livest, Minist Agr & Rural Affairs, Beijing 100083, Peoples R China; Beijing Engn & Technol Res Ctr Internet Things Ag, Beijing 100083, Peoples R China; China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China; Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China;

关键词： Near infrared hyperspectral imaging; Oil content; Prediction; Deep learning; Attentional mechanism

 全文链接 请求原文

Greenhouse heating by energy transfer between greenhouses: System design and implementation

Sun, Weituo; Wei, Xiaoming; Zhou, Baochang; Guo, Wenzhong; Sun, Weituo; Lu, Chungui; Zhou, Baochang; SCI

机构： Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Nottingham Trent Univ, Sch Anim Rural & Environm Sci, Nottinghamshire NG25, England; China Agr Univ, Coll Hort, Beijing 100193, Peoples R China;

关键词： Greenhouse heating; Chinese solar greenhouse; Heat pump; Energy transfer; Surplus heat; Heating load

 全文链接 请求原文

A new comprehensive index for monitoring maize lodging severity using UAV-based multi-spectral imagery

Sun, Qian; Gu, Xiaohe; Hu, Xueqian; Pan, Yuchun; Sun, Qian; Chen, Liping; Chen, Liping; Xu, Xiaobin; Yang, Fentuan; SCI

机构： Beijing Acad Agr & Forestry Sci, Res Ctr Informat Technol, Beijing 100097, Peoples R China; China Agr Univ, Coll Informat & Elect Engn, Beijing 100083, Peoples R China; Beijing Acad Agr & Forestry Sci, Res Ctr Intelligent Equipment, Beijing 100097, Peoples R China; Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & Re, Wuhan 430079, Peoples R China; Jilin Acad Agr Sci, Changchun 130033, Peoples R China;

关键词： Maize lodging; fuzzy comprehensive evaluation (FCE); comprehensive lodging evaluation index (CLEI); unmanned aerial vehicle (UAV); Multi-spectral imagery

 全文链接 请求原文

An intelligent colorimetric film based on complex anthocyanins and bacterial cellulose nanofibers for tilapia freshness detection in an actual cold chain

Han, Jie; Sun, Xia; Yang, Xinting; Shi, Ce; Han, Jie; Guo, Yemin; Yang, Xinting; Jia, Zhixin; Shi, Ce; Yang, Xinting; Jia, Zhixin; Shi, Ce; Yang, Xinting; Jia, Zhixin; Shi, Ce; Yang, Xinting; Jia, Zhixin; SCI

机构： Shandong Univ Technol, Sch Agr Engn & Food Sci, Zibo 255049, Shandong, Peoples R China; Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100097, Peoples R China; Minist Agr & Rural Affairs, Key Lab Cold Chain Logist Technol Agroprod, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Beijing Acad Agr & Forestry Sci, Natl Engn Lab Agriprod Qual Traceabil, Beijing 100097, Peoples R China;

关键词： Fish freshness; Cold chain transportation; Intelligent packaging films

 全文链接 请求原文

Rapid freshness and survival monitoring biosensors of fish: Progress, challenge, and future perspective

Xiong, Xin; Tan, Yuqing; Mubango, Elliot; Yang, Qingfeng; Hong, Hui; Luo, Yongkang; Shi, Ce; Regenstein, Joe M.; SCI

机构： China Agr Univ, Coll Food Sci & Nutr Engn, Beijing Lab Food Qual & Safety, Beijing, Peoples R China; Beijing Acad Agr & Forestry Sci, Beijing Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China; Cornell Univ, Dept Food Sci, Ithaca, NY USA;

关键词： Survival monitoring; Fish freshness; Electrochemical biosensor; Gas biosensor

 全文链接 请求原文

Advance of Target Visual Information Acquisition Technology for Fresh Fruit Robotic Harvesting: A Review

Li, Yajun; Feng, Qingchun; Li, Tao; Xie, Feng; Liu, Cheng; Xiong, Zicong; Li, Yajun; Feng, Qingchun; Li, Tao; Xie, Feng; Liu, Cheng; Xiong, Zicong; SCI

机构： Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China; Natl Res Ctr Intelligent Equipment Agr, Beijing 100097, Peoples R China;

关键词： fresh fruit; harvesting robot; visual information; stereo location

 全文链接 请求原文

A real-time object detection model for orchard pests based on improved YOLOv4 algorithm

Pang, Haitong; Zhang, Yitao; Cai, Weiming; Song, Ruiyin; Li, Bin; SCI

机构： NingboTech Univ, Sch Informat Sci & Engn, Ningbo 315100, Peoples R China; Beijing Acad Agr & Forestry Sci, Intelligent Equipment Res Ctr, Beijing 100097, Peoples R China;

 全文链接 请求原文

Adjusting sowing date improves the photosynthetic capacity and grain yield by optimizing temperature condition around flowering of summer maize in the North China Plain

Guo, Dong; Ding, Zaisong; Ma, Wei; Wang, Xinbing; Li, Congfeng; Zhao, Ming; Zhou, Baoyuan; Guo, Dong; Li, Ming; Chen, Chuanyong; Li, Xiangling; Wang, Rui; SCI

机构： Chinese Acad Agr Sci, Inst Crop Sci, Key Lab Crop Physiol & Ecol, Minist Agr & Rural Affairs, Beijing, Peoples R China; Northeast Agr Univ, Coll Agr, Harbin, Peoples R China; Beijing Acad Agr & Forestry Sci, Maize Res Ctr, Beijing, Peoples R China; Hebei Normal Univ Sci & Technol, Coll Agron & Biotechnol, Hebei Key Lab Crop Stress Biol, Qinhuangdao, Peoples R China;

关键词： summer maize; sowing date; temperature conditions; photosynthetic capacity; grain yield

 全文链接 请求原文

Identification of key genes controlling L-ascorbic acid during Jujube (Ziziphus jujuba Mill.) fruit development by integrating transcriptome and metabolome analysis

Lu, Dongye; Wu, Yang; Pan, Qinghua; Zhang, Yuping; Qi, Yuanyong; Bao, Wenhui; SCI

机构： Beijing Acad Agr & Forestry Sci, Inst Forestry & Pomol, Beijing, Peoples R China;

关键词： Ziziphus jujuba; L-ascorbic acid; metabolomics; transcriptomics; transcriptional regulation; ZjERF17; ZjbZIP9; ZjGBF4

 全文链接 请求原文

Remote Sensing Monitoring of Rice Grain Protein Content Based on a Multidimensional Euclidean Distance Method

Zhang, Jie; Song, Xiaoyu; Yang, Guijun; Feng, Haikuan; Wang, Jiaojiao; Ming, Shikang; Zhang, Jie; Jing, Xia; Yang, Chenghai; SCI

机构： Beijing Acad Agr & Forestry Sci, Informat Technol Res Ctr, Beijing 100094, Peoples R China; Xian Univ Sci & Technol, Coll Geomat, Xian 710054, Peoples R China; USDA ARS, Aerial Applicat Technol Res Unit, College Stn, TX 77845 USA;

关键词： UAV; hyperspectral remote sensing; grain protein content; Euclidean distance; rice

 全文链接 请求原文