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    Agricultural artificial intelligence technology: Wings of modern agricultural science and technology
    LAN Yubin, WANG Tianwei, CHEN Shengde, DENG Xiaoling
    2020, 41(6): 1-13. DOI: 10.7671/j.issn.1001-411X.202008045
    Abstract PDF
    Research progress of intelligent perception and analytics of agricultural information
    YUE Xuejun, CAI Yulin, WANG Linhui, LIU Yongxin, WANG Jian, HONG Jinbao
    2020, 41(6): 14-28. DOI: 10.7671/j.issn.1001-411X.202008044
    Abstract PDF
    Present status and intelligent development prospects of mechanical weeding technology and equipment for rice
    QI Long, LIU Chuang, JIANG Yu
    2020, 41(6): 29-36. DOI: 10.7671/j.issn.1001-411X.202008043
    Abstract PDF
    Design and experiment of pneumatic paddy intra-row weeding device
    JIANG Yu, QI Long, GONG Hao, LIU Chuang, TAO Ming, HU Xiaolu, CHEN Qinling
    2020, 41(6): 37-49. DOI: 10.7671/j.issn.1001-411X.202006015
    Abstract PDF
    Effects of different adjuvants and nozzles on droplet distribution and drift when applied with UAV
    CHEN Yin, QI Haoliang, ZHANG Long, MA Jinlong, JIN Shangjie, LI Guangze, LAN Yubin
    2020, 41(6): 50-58. DOI: 10.7671/j.issn.1001-411X.202007037
    Abstract PDF
    Inversion model of chlorophyll content in japonica rice canopy based on PSO-ELM and hyper-spectral remote sensing
    YU Fenghua, FENG Shuai, ZHAO Yiran, WANG Dingkang, XING Simin, XU Tongyu
    2020, 41(6): 59-66. DOI: 10.7671/j.issn.1001-411X.202007044
    Abstract PDF
    Study on distribution map of weeds in rice field based on UAV remote sensing
    ZHU Sheng, DENG Jizhong, ZHANG Yali, YANG Chang, YAN Zhiwei, XIE Yaoqing
    2020, 41(6): 67-74. DOI: 10.7671/j.issn.1001-411X.202006058
    Abstract PDF
    Research on paddy weed recognition based on deep convolutional neural network
    PENG Wen, LAN Yubin, YUE Xuejun, CHENG Ziyao, WANG Linhui, CEN Zhenzhao, LU Yang, HONG Jinbao
    2020, 41(6): 75-81. DOI: 10.7671/j.issn.1001-411X.202007029
    Abstract PDF
    Recognition of field maize leaf diseases based on improved regional convolutional neural network
    FAN Xiangpeng, ZHOU Jianping, XU Yan
    2020, 41(6): 82-91. DOI: 10.7671/j.issn.1001-411X.202008022
    Abstract PDF
    Remote diagnosis system of banana diseases based on deep learning
    SHI Hongxu, LI Xiuhua, LI Minzan, WANG Wei, WEN Biaotang
    2020, 41(6): 92-99. DOI: 10.7671/j.issn.1001-411X.202004027
    Abstract PDF
    Classification and feature band extraction of diseased citrus plants based on UAV hyperspectral remote sensing
    DENG Xiaoling, ZENG Guoliang, ZHU Zihao, HUANG Zixiao, YANG Jiacheng, TONG Zejing, YIN Xianbo, WANG Tianwei, LAN Yubin
    2020, 41(6): 100-108. DOI: 10.7671/j.issn.1001-411X.202006042
    Abstract PDF
    A corn silk detection method based on MF-SSD convolutional neural network
    ZHU Deli, LIN Zhijian
    2020, 41(6): 109-118. DOI: 10.7671/j.issn.1001-411X.202006025
    Abstract PDF
    A nondestructive detection method for single maize seed germination rate based on photoacoustic spectrum deep scanning
    WANG Xinyu, NIU Pengshuai, LU Wei, DENG Yiming
    2020, 41(6): 119-125. DOI: 10.7671/j.issn.1001-411X.202009015
    Abstract PDF
    Study on the extraction method of sugar tangerine fruit trees based on UAV remote sensing images
    QI Yuan, XU Weicheng, WANG Linlin, JIA Ruichang, LAN Yubin, ZHANG Yali
    2020, 41(6): 126-133. DOI: 10.7671/j.issn.1001-411X.202007032
    Abstract PDF
    Prediction models of soil moisture content and electrical conductivity in citrus orchard based on internet of things and LSTM
    GAO Peng, XIE Jiaxing, SUN Daozong, CHEN Wenbin, YANG Mingxin, ZHOU Ping, WANG Weixing
    2020, 41(6): 134-144. DOI: 10.7671/j.issn.1001-411X.202007024
    Abstract PDF
    Design and experiment of real-time monitoring system for orchard irrigation based on internet of things
    ZENG Jingyuan, HONG Tiansheng, YANG Zhou, LI Fu
    2020, 41(6): 145-153. DOI: 10.7671/j.issn.1001-411X.202005009
    Abstract PDF
    Design and application of aquaculture monitoring system based on LoRa wireless communication
    LIU Chuanling, CHEN Ming, CHI Tao
    2020, 41(6): 154-160. DOI: 10.7671/j.issn.1001-411X.202006043
    Abstract PDF
    Research on individual recognition of dairy cows based on improved Mask R-CNN
    LI Haoyue, CHEN Guifen, PEI Ao
    2020, 41(6): 161-168. DOI: 10.7671/j.issn.1001-411X.202003030
    Abstract PDF
    Instance segmentation of group-housed pigs based on recurrent residual attention
    LIU Kun, YANG Huaiqing, YANG Hua, HU Zhiwei, MENG Ke
    2020, 41(6): 169-178. DOI: 10.7671/j.issn.1001-411X.202006013
    Abstract PDF