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ORCIDComputers and Electronics in Agriculture, Volume 189
Volume 189, October 2021
- Meiqing Wang
, Maciej Oczak, Mona Lilian Vestbjerg Larsen, Florian Bayer, Kristina Maschat, Johannes Baumgartner, Jean-Loup Rault, Tomas Norton:
A PCA-based frame selection method for applying CNN and LSTM to classify postural behaviour in sows. 106351
- Wen Tao, Liang Zhao, Guangwen Wang, Ruobing Liang:
Review of the internet of things communication technologies in smart agriculture and challenges. 106352
- Victor Hugo Andrade Soares, Moacir A. Ponti, R. A. Gonçalves, Ricardo J. G. B. Campello:
Cattle counting in the wild with geolocated aerial images in large pasture areas. 106354 - Benjamin McGuinness, Mike Duke, Chi Kit Au, Shen Hin Lim:
Measuring radiata pine seedling morphological features using a machine vision system. 106355 - Yi-Jia Wang, Ruixin Wei, Han Tang, Jiale Zhao, Ciyun Lin:
An integrated scheduling framework for synchronizing harvesting and straw returning. 106360 - Wenxia Bao, Xinghua Yang, Dong Liang, Gensheng Hu, Xianjun Yang:
Lightweight convolutional neural network model for field wheat ear disease identification. 106367 - Yeon-Soo Kim, Md. Abu Ayub Siddique, Wan-Soo Kim, Yong-Joo Kim, Sang-Dae Lee, Dong-Keun Lee, Seok-Joon Hwang, Ju-Seok Nam, Seong-Un Park, Ryu-Gap Lim:
DEM simulation for draft force prediction of moldboard plow according to the tillage depth in cohesive soil. 106368 - Chunji Xie, Dongxing Zhang, Li Yang, Tao Cui, Tiancheng Yu, Decheng Wang, Tianpu Xiao:
Experimental analysis on the variation law of sensor monitoring accuracy under different seeding speed and seeding spacing. 106369 - Jia Kang, Liantao Liu, Fucheng Zhang, Chen Shen, Nan Wang, Limin Shao:
Semantic segmentation model of cotton roots in-situ image based on attention mechanism. 106370 - Wan-Soo Kim, Dae-Hyun Lee, Taehyeong Kim, Gookhwan Kim, Hyunggun Kim, Taeyong Sim, Yong-Joo Kim:
One-shot classification-based tilled soil region segmentation for boundary guidance in autonomous tillage. 106371 - Chunshan Wang, Pengfei Du, Hua-Rui Wu, Jiuxi Li, Chunjiang Zhao, Huaji Zhu:
A cucumber leaf disease severity classification method based on the fusion of DeepLabV3+ and U-Net. 106373 - Guofeng Wang, Gong Yuanjuan, Ren Dezhi, Jin Zhao, Xuewei Bai:
Research on dust control of mobile straw granulator. 106375 - Kuan-Ying Ho, Yu-Jung Tsai, Yan-Fu Kuo:
Automatic monitoring of lactation frequency of sows and movement quantification of newborn piglets in farrowing houses using convolutional neural networks. 106376 - Yi-Fan Zhang, Peter J. Thorburn:
A dual-head attention model for time series data imputation. 106377 - Chen Liu, Huaji Zhu, Wang Guo, Xiao Han, Cheng Chen, Hua-Rui Wu:
EFDet: An efficient detection method for cucumber disease under natural complex environments. 106378 - Henan Sun, Haowei Xu, Bin Liu, Dongjian He, Jinrong He, Hai-Tao Zhang, Nan Geng:
MEAN-SSD: A novel real-time detector for apple leaf diseases using improved light-weight convolutional neural networks. 106379 - Norman Wilke, Bastian Siegmann, Johannes A. Postma, Onno Muller, Vera Krieger, Ralf Pude, Uwe Rascher:
Assessment of plant density for barley and wheat using UAV multispectral imagery for high-throughput field phenotyping. 106380 - Alessia Pampuri, Alessio Tugnolo, Valentina Giovenzana, Andrea Casson, Riccardo Guidetti, Roberto Beghi:
Design of cost-effective LED based prototypes for the evaluation of grape (Vitis vinifera L.) ripeness. 106381 - Leonardo Felipe Maldaner, José Paulo Molin, Tatiana Fernanda Canata, Maurício Martello:
A system for plant detection using sensor fusion approach based on machine learning model. 106382
- Azlan Zahid, Md. Sultan Mahmud, Long He, Paul H. Heinemann, Daeun Choi, James Schupp:
Technological advancements towards developing a robotic pruner for apple trees: A review. 106383
- Haiming Gan, Shimei Li, Mingqiang Ou, Xiaofan Yang, Bo Huang, Kai Liu, Yueju Xue:
Fast and accurate detection of lactating sow nursing behavior with CNN-based optical flow and features. 106384 - Maxime Ryckewaert, Nathalie Gorretta, Fabienne Henriot, Alexia Gobrecht, Daphné Héran, Daniel Moura, Ryad Bendoula, Jean-Michel Roger:
Potential of high-spectral resolution for field phenotyping in plant breeding: Application to maize under water stress. 106385 - Longqing Sun, Yuhan Wu, Daoliang Li, Boning Wang, Xibei Sun, Bing Luo:
Prediction model for the number of crucian carp hypoxia based on the fusion of fish behavior and water environment factors. 106386 - Haolin Ma, Chunjiang Zhao, Changyuan Zhai, Xiu Wang, Shuo Yang, Xiaohe Sun:
Design and field experiment of precise control and monitoring system for a solid fumigant sterilizer based on IoT. 106387 - Ramón Salcedo, Heping Zhu, Erdal Ozkan, Davide Falchieri, Zhihong Zhang, Zhiming Wei:
Reducing ground and airborne drift losses in young apple orchards with PWM-controlled spray systems. 106389 - Jingang Wang, Tian Tian, Haijiang Wang, Jing Cui, Yongqi Zhu, Wenxu Zhang, Xuanmeng Tong, Tianhang Zhou, Zhenkang Yang, Jiaqi Sun:
Estimating cotton leaf nitrogen by combining the bands sensitive to nitrogen concentration and oxidase activities using hyperspectral imaging. 106390 - Zhiheng Lu, Manfei Zhao, Jun Luo, Guanghui Wang, Decheng Wang:
Automatic teat detection for rotary milking system based on deep learning algorithms. 106391 - Zhuo Zhong, Juntao Xiong, Zhenhui Zheng, Bolin Liu, Shisheng Liao, Zhaowei Huo, Zhen-Gang Yang:
A method for litchi picking points calculation in natural environment based on main fruit bearing branch detection. 106398 - Delvis Garcia-Garcia, Ximena Reynafarje la Rosa, Diego Grados Bedoya, Eddie Schrevens:
Linear mixed model analysis of NDVI-based canopy coverage, extracted from sequential UAV multispectral imagery of an open field tomato irrigation experiment. 106399 - A. Cheraiet, Olivier Naud, M. Carra, S. Codis, Frédéric Lebeau, James Taylor:
Predicting the site-specific distribution of agrochemical spray deposition in vineyards at multiple phenological stages using 2D LiDAR-based primary canopy attributes. 106402 - Liangjun Peng, Gang Lu, Kai Pang, Qi Yao:
Optimal farmer's income from farm products sales on live streaming with random rewards: Case from China's rural revitalisation strategy. 106403 - Omer Wosner, Guy Farjon, Aharon Bar-Hillel:
Object detection in agricultural contexts: A multiple resolution benchmark and comparison to human. 106404
- Franco da Silveira, Fernando Henrique Lermen, Fernando Gonçalves Amaral:
An overview of agriculture 4.0 development: Systematic review of descriptions, technologies, barriers, advantages, and disadvantages. 106405
- Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri:
A nutrient recommendation system for soil fertilization based on evolutionary computation. 106407 - Ji Zhou, Jiuxi Li, Chunshan Wang, Hua-Rui Wu, Chunjiang Zhao, Guifa Teng:
Crop disease identification and interpretation method based on multimodal deep learning. 106408 - Yuhan Ji, Shichao Li, Cheng Peng, Hongzhen Xu, Ruyue Cao, Man Zhang:
Obstacle detection and recognition in farmland based on fusion point cloud data. 106409 - Ellen Laclef, Nathalie Debus, Patrick Taillandier, Eliel González-Garcia, Amandine Lurette:
REPROsheep: A model that integrates individual variability to optimise hormone-free reproduction management strategies for a dairy sheep flock. 106412 - Di Song, Dehua Gao, Hong Sun, Lang Qiao, Ruomei Zhao, Weijie Tang, Minzan Li:
Chlorophyll content estimation based on cascade spectral optimizations of interval and wavelength characteristics. 106413 - Yaxiao Niu, Wenting Han, Huihui Zhang, Liyuan Zhang, Haipeng Chen:
Estimating fractional vegetation cover of maize under water stress from UAV multispectral imagery using machine learning algorithms. 106414 - Endai Huang, Axiu Mao, Haiming Gan, Maria Camila Ceballos, Thomas D. Parsons, Yueju Xue, Kai Liu:
Center clustering network improves piglet counting under occlusion. 106417 - Zhengchao Qiu, Fei Ma, Zhenwang Li, Xuebin Xu, Haixiao Ge, Changwen Du:
Estimation of nitrogen nutrition index in rice from UAV RGB images coupled with machine learning algorithms. 106421
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