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ORCIDComputers and Electronics in Agriculture, Volume 202
Volume 202, November 2022
- Wei Sun, Wenyi Sheng, Rong Zhou, Yuxia Zhu, Ailian Chen, Sijian Zhao, Qiao Zhang:
Deep edge enhancement-based semantic segmentation network for farmland segmentation with satellite imagery. 107273 - Angelita Rettore de Araujo Zanella, Eduardo da Silva, Luiz Carlos Pessoa Albini:
CEIFA: A multi-level anomaly detector for smart farming. 107279 - Hamoud H. Alshammari, Mohamed O. Altaieb, Ammar Boukrara, Karim Gasmi
, Mahmoud A. Almoniem:
Expansion of the olive crop based on modeling climatic variables using geographic information system (GIS) in Aljouf region KSA. 107280 - Robert G. Hardin IV, Edward M. Barnes, Christopher D. Delhom, John D. Wanjura, Jason K. Ward:
Internet of things: Cotton harvesting and processing. 107294 - Shangru Li, Chengrui Zhang, Ruixue Wang, Jiamei Song, Hangshu Xin, Yonggen Zhang, Yukun Sun:
Establishment of a feed intake prediction model based on eating time, ruminating time and dietary composition. 107296 - Kunlin Zou, Qianfeng Liao, Fan Zhang, Xiaoxi Che, Chunlong Zhang:
A segmentation network for smart weed management in wheat fields. 107303 - Juan Villacrés, Fernando Alfredo Auat Cheeín:
In-field piecewise regression based prognosis of the IPC in electrically powered agricultural machinery. 107324 - Praneel Acharya, Travis Burgers, Kim-Doang Nguyen:
AI-enabled droplet detection and tracking for agricultural spraying systems. 107325 - Jaco Luus, Danie Els, Carlos Poblete-Echeverría:
Automating reference temperature measurements for crop water stress index calculations: A case study on grapevines. 107329 - Lukas Petrich, Georg Lohrmann, Fabio Martin, Albert Stoll, Volker Schmidt:
Model-based scenario analysis for effective site-specific weed control on grassland sites. 107332
- Chanyoung Ju, Jeongeun Kim, Jaehwi Seol, Hyoung Il Son:
A review on multirobot systems in agriculture. 107336
- Mingxuan Zou, Wei Lu, Hui Luo, Ruinan Zhang, Yiming Deng:
Anti-gravity stem-seeking restoration algorithm for maize seed root image phenotype detection. 107337 - Gitika Sharma, Ashima Singh, Sushma Jain:
Hybrid deep learning techniques for estimation of daily crop evapotranspiration using limited climate data. 107338 - Hao Yang, Fangle Chang, Yuhang Huang, Ming Xu, Yangfan Zhao, Longhua Ma, Hongye Su:
Multi-object tracking using Deep SORT and modified CenterNet in cotton seedling counting. 107339 - Biplob Dey, Mohammed Masum Ul Haque, Rahela Khatun, Romel Ahmed:
Comparative performance of four CNN-based deep learning variants in detecting Hispa pest, two fungal diseases, and NPK deficiency symptoms of rice (Oryza sativa). 107340 - Jiawei Li, Yongliang Qiao, Sha Liu, Jiaheng Zhang, Zhenchao Yang, Meili Wang:
An improved YOLOv5-based vegetable disease detection method. 107345 - Florian Huber, Artem Yushchenko, Benedikt Stratmann, Volker Steinhage:
Extreme Gradient Boosting for yield estimation compared with Deep Learning approaches. 107346 - Ximing Li, Zeyong Zhao, Jingyi Wu, Yongding Huang, Jiayong Wen, Shikai Sun, Huanlong Xie, Jian Sun, Yuefang Gao:
Y-BGD: Broiler counting based on multi-object tracking. 107347 - Yi Wang, Dun Liu, Hongmei Zhao, Yali Li, Weimeng Song, Menglin Liu, Lei Tian, Xiaohao Yan:
Rapid citrus harvesting motion planning with pre-harvesting point and quad-tree. 107348 - Hanwook Chung, Xi Zhang, Seunghyeon Jung, Zhou Zhang, Christopher Y. Choi:
Application of machine-learned metadata-driven model for dairy barn ventilation simulation. 107350 - Ning Liang, Sashuang Sun, Jiajia Yu, Mohamed Farag Taha, Yong He, Zhengjun Qiu:
Novel segmentation method and measurement system for various grains with complex touching. 107351 - Mujahid Hussain, Zhao Wang, Guanmin Huang, You Mo, Yuling Guo, Rehana Kaousar, Liusheng Duan, Weiming Tan:
Evaluation of droplet deposition and efficiency of 28-homobrassinolide sprayed with unmanned aerial spraying system and electric air-pressure knapsack sprayer over wheat field. 107353 - Yi-Jia Wang, George Q. Huang:
Harvester scheduling joint with operator assignment. 107354 - Jiacai Liao, Ibrahim Babiker, Wen-Fang Xie, Wei Li, Libo Cao:
Dandelion segmentation with background transfer learning and RGB-attention module. 107355 - Xingang Li, Hao Geng, Liqiang Zhang, Shuwen Peng, Qi Xin, Jianxi Huang, Xuecao Li, Suhong Liu, Yuebin Wang:
Improving maize yield prediction at the county level from 2002 to 2015 in China using a novel deep learning approach. 107356 - Li Zhang, Jianming Du, Shifeng Dong, Fenmei Wang, Chengjun Xie, Rujing Wang:
AM-ResNet: Low-energy-consumption addition-multiplication hybrid ResNet for pest recognition. 107357 - Lulu An, Weijie Tang, Lang Qiao, Ruomei Zhao, Hong Sun, Minzan Li, Yao Zhang, Man Zhang, Xiuhua Li:
Estimation of chlorophyll distribution in banana canopy based on RGB-NIR image correction for uneven illumination. 107358
- Santo Orlando, Mario Minacapilli, Mauro Sarno, Alessandra Carrubba, Antonio Motisi:
A low-cost multispectral imaging system for the characterisation of soil and small vegetation properties using visible and near-infrared reflectance. 107359
- Qiong Cao, Guijun Yang, Fan Wang, Longyue Chen, Bo Xu, Chunjiang Zhao, Dandan Duan, Ping Jiang, Ze Xu, Haibin Yang:
Discrimination of tea plant variety using in-situ multispectral imaging system and multi-feature analysis. 107360 - Jimmy Ludeña-Choez, Juan José Choquehuanca Zevallos, Alex Yasmany-Juarez, Efraín Mayhua-López, Julia Zea, María Elena Talavera-Núñez, Jorge L. Magallanes-Magallanes, H. Saúl Pérez-Montaño:
Capacitance sensitivity study of interdigital capacitive sensor based on graphene for monitoring Nitrates concentrations. 107361 - Qian Sun, Liping Chen, Xiaobin Xu, Xiaohe Gu, Xueqian Hu, Fentuan Yang, Yuchun Pan:
A new comprehensive index for monitoring maize lodging severity using UAV-based multi-spectral imagery. 107362 - Shufei Li, Kaiyu Li, Yan Qiao, Lingxian Zhang:
A multi-scale cucumber disease detection method in natural scenes based on YOLOv5. 107363 - Yucheng Jin, Chengchao Yu, Jianjun Yin, Simon X. Yang:
Detection method for table grape ears and stems based on a far-close-range combined vision system and hand-eye-coordinated picking test. 107364 - Hsueh-Hung Cheng, Yu-Lun Dai, Yun Lin, Hao-Chun Hsu, Chu-Ping Lin, Jin-Hsing Huang, Shih-Fang Chen, Yan-Fu Kuo:
Identifying tomato leaf diseases under real field conditions using convolutional neural networks and a chatbot. 107365 - Miao Liu, Yaohui Zhu, Hao Yang, Ruiliang Pu, Chunxia Qiu, Fa Zhao, Shaoyu Han, Weimeng Xu, Yang Meng, Huiling Long, Guijun Yang:
Prediction of apple first flowering date using daily land surface temperature spatio-temporal reconstruction and machine learning. 107366 - Sevda Tasan, Bilal Cemek, Mehmet Tasan, Aslihan Cantürk:
Estimation of eggplant yield with machine learning methods using spectral vegetation indices. 107367 - Abbas Ali Chandio, Narayan Sethi, Devi Prasad Dash, Muhammad Usman:
Towards sustainable food production: What role ICT and technological development can play for cereal production in Asian-7 countries? 107368 - Guoyan Yu, Yingtong Luo, Ruoling Deng:
Automatic segmentation of golden pomfret based on fusion of multi-head self-attention and channel-attention mechanism. 107369 - Yihang Zhu, Miaojin Chen, Qing Gu, Yiying Zhao, Xiaobin Zhang, Qinan Sun, Xianbin Gu, Kefeng Zheng:
Machine learning methods for efficient and automated in situ monitoring of peach flowering phenology. 107370 - Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, John Yearwood:
P2OP - Plant Pathology on Palms: A deep learning-based mobile solution for in-field plant disease detection. 107371 - Wenhui Zhou, Dengming Zhu, Min Shi, Zhao-Xin Li, Ming Duan, Zhao-Qi Wang, Guo-Liang Zhao, Cheng-Dong Zheng:
Deep images enhancement for turbid underwater images based on unsupervised learning. 107372 - Yaoyu Yang, Jinzhu Peng, Penghui Fan:
A non-destructive dropped fruit impact signal imaging-based deep learning approach for smart sorting of kiwifruit. 107380 - Bernat Salas, Ramón Salcedo, Paula Ortega, Marco Grella, Emilio Gil:
Use of ultrasound anemometers to study the influence of air currents generated by a sprayer with an electronic control airflow system on foliar coverage. Effect of droplet size. 107381 - Chaoyu Song, Fan Zhang, Jiansheng Li, Junxiong Zhang:
Precise maize detasseling base on oriented object detection for tassels. 107382 - Olivia Spykman, Agnes Emberger-Klein, Andreas Gabriel, Markus Gandorfer:
Autonomous agriculture in public perception - German consumer segments' view of crop robots. 107385 - Zhun Cheng, Zhixiong Lu:
System response modeling of HMCVT for tractors and the comparative research on system identification methods. 107386 - Yuzhen Lu, Xu Li, Sierra Young, Xin Li, Eric Linder, David Suchoff:
Hyperspectral imaging with chemometrics for non-destructive determination of cannabinoids in floral and leaf materials of industrial hemp (Cannabis sativa L.). 107387 - Nikita Genze, Raymond Ajekwe, Zeynep Güreli, Florian Haselbeck, Michael Grieb, Dominik G. Grimm:
Deep learning-based early weed segmentation using motion blurred UAV images of sorghum fields. 107388 - Xue Zhou, Yiannis Ampatzidis, Won Suk Lee, Congliang Zhou, Shinsuke Agehara, John K. Schueller:
Deep learning-based postharvest strawberry bruise detection under UV and incandescent light. 107389 - Jianwu Lin, Yang Chen, Renyong Pan, Tengbao Cao, Jitong Cai, Dianzhi Yu, Xing Chi, Tomislav Cernava, Xin Zhang, Xiaoyulong Chen:
CAMFFNet: A novel convolutional neural network model for tobacco disease image recognition. 107390 - Shilin Li, Shujuan Zhang, Jianxin Xue, Haixia Sun:
Lightweight target detection for the field flat jujube based on improved YOLOv5. 107391 - Ziliang Huang, Rujing Wang, Ying Cao, Shijian Zheng, Yue Teng, Fenmei Wang, Liusan Wang, Jianming Du:
Deep learning based soybean seed classification. 107393 - Kunpeng Zheng, Yu Bo, Yu Zhang, Jihang Xu, Jian Wang, Shirong Guo, Jin Sun, Sheng Shu, Yu Wang:
CFD simulation and experimental study of the irrigation performance of new ebb-and-flow soilless cultivation troughs. 107394 - Jinpo Xu, Wenxin Zhao, Chunyan Wei, Xiaonan Hu, Xiang Li:
A model for recognizing farming behaviors of plantation workers. 107395 - Wei Lu, Xiaochan Wang, Weidong Jia:
Root hair image processing based on deep learning and prior knowledge. 107397 - Anqi Li, Fuguo Jia, Yinglong Wang, Yanlong Han, Peiyu Chen, Jincheng Zhang, Jiaming Fei, Shaohang Shen, Xianzhi Hao, Wenyu Feng:
Numerical analysis of the rice transport uniformity in vertical friction rice mill based on discrete element method. 107398 - Yao Wu, Xiaochan Wang, Xiaolei Zhang, Yinyan Shi, Weimin Li:
Locomotor posture and swimming-intensity quantification in starvation-stress behavior detection of individual fish. 107399 - Yane Li, Jianxin Ye, Dayu Xu, Guomo Zhou, Hailin Feng:
Prediction of sap flow with historical environmental factors based on deep learning technology. 107400 - Jinpeng Cheng, Hao Yang, Jianbo Qi, Zhendong Sun, Shaoyu Han, Haikuan Feng, Jingyi Jiang, Weimeng Xu, Zhenhong Li, Guijun Yang, Chunjiang Zhao:
Estimating canopy-scale chlorophyll content in apple orchards using a 3D radiative transfer model and UAV multispectral imagery. 107401 - Teshale Tadesse Danbara, Moltot Zewdie:
Assessment of suitable land for surface irrigation using spatial information systems: Case of Bilate River Basin in the Rift Valley Lakes Basin, Ethiopia. 107402 - Abdullah Azzam, Wanchang Zhang, Fazlullah Akhtar, Zubair Shaheen, Ahmed Elbeltagi:
Estimation of green and blue water evapotranspiration using machine learning algorithms with limited meteorological data: A case study in Amu Darya River Basin, Central Asia. 107403 - Ling Du, Zhaocheng Lu, Daoliang Li:
Broodstock breeding behaviour recognition based on Resnet50-LSTM with CBAM attention mechanism. 107404 - Yeon-Soo Kim, Sang-Dae Lee, Seung-Min Baek, Seung-Yun Baek, Hyeon-Ho Jeon, Jun-Ho Lee, Md. Abu Ayub Siddique, Yong-Joo Kim, Wan-Soo Kim, Taeyong Sim, Simin Yi, Young-Soo Choi:
Development of DEM-MBD coupling model for draft force prediction of agricultural tractor with plowing depth. 107405 - Yuhang Huang, Fangle Chang, Yu Tao, Yangfan Zhao, Longhua Ma, Hongye Su:
Few-shot learning based on Attn-CutMix and task-adaptive transformer for the recognition of cotton growth state. 107406 - Yifan Guo, Yanting Lan, Xiaodong Chen:
CST: Convolutional Swin Transformer for detecting the degree and types of plant diseases. 107407 - Xinlin Li, Lili Tan, Yingxuan Li, Junyu Qi, Puyu Feng, Baoguo Li, De Li Liu, Xueliang Zhang, Gray W. Marek, Yingqi Zhang, Haipeng Liu, Raghavan Srinivasan, Yong Chen:
Effects of global climate change on the hydrological cycle and crop growth under heavily irrigated management - A comparison between CMIP5 and CMIP6. 107408 - Dongxue Zhao, Joseph X. Eyre, Erin Wilkus, Peter G. de Voil, Ian Broad, Daniel Rodríguez:
3D characterization of crop water use and the rooting system in field agronomic research. 107409 - Satyam Raikwar, Jens Fehrmann, Thomas Herlitzius:
Navigation and control development for a four-wheel-steered mobile orchard robot using model-based design. 107410 - Ruiyan Cui, JunMeng Li, Yan Wang, Shiyan Fang, Keqiang Yu, Yanru Zhao:
Hyperspectral imaging coupled with Dual-channel convolutional neural network for early detection of apple valsa canker. 107411 - Jiqing Chen, Huabin Wang, Hongdu Zhang, Tian Luo, Depeng Wei, Teng Long, Zhikui Wang:
Weed detection in sesame fields using a YOLO model with an enhanced attention mechanism and feature fusion. 107412 - Elizabeth Ahikiriza, Joshua Wesana, Guido Van Huylenbroeck, Ronald Kabbiri, Hans De Steur, Ludwig Lauwers, Xavier Gellynck:
Farmer knowledge and the intention to use smartphone-based information management technologies in Uganda. 107413 - Ahmed Abed Gatea Al-Shammary, Andrés Caballero-Calvo, Hussein Abbas Jebur, Mohanad Ismael Khalbas, Jesús Fernández-Gálvez:
A novel heat-pulse probe for measuring soil thermal conductivity: Field test under different tillage practices. 107414 - Zhihao He, Tengcong Jiang, Yuan Jiang, Qi Luo, Shang Chen, Kaiyuan Gong, Liang He, Hao Feng, Qiang Yu, Fangying Tan, Jianqiang He:
Gated recurrent unit models outperform other Machine learning models in prediction of minimum temperature in greenhouse Based on local weather data. 107416 - Sang-Deok Lee, In-Kyoung Hong, Hyung-Kwon Yoon, Young-Bin Jung, Woo-Young Kim, Seung-Won Han:
Predicting greenhouse daily light integral using photosynthetic photon flux density and finite difference method. 107417 - Yang Li, Jianchun Wang, Huarui Wu, Yang Yu, Haibo Sun, Hong Zhang:
Detection of powdery mildew on strawberry leaves based on DAC-YOLOv4 model. 107418 - Fabio Vulpi, Roberto Marani, Antonio Petitti, Giulio Reina, Annalisa Milella:
An RGB-D multi-view perspective for autonomous agricultural robots. 107419 - Rong Huang, Wei Yao, Zhong Xu, Lin Cao, Xin Shen:
Information fusion approach for biomass estimation in a plateau mountainous forest using a synergistic system comprising UAS-based digital camera and LiDAR. 107420 - Lingbo Dong, Pete Bettinger, Zhaogang Liu:
Maximizing the canopy openness for replanted Korean pine seedlings under secondary forests in northeast China. 107421
- Thomas G. Orton, David J. McClymont, Kathryn L. Page, Neal W. Menzies, Yash P. Dang:
ConstraintID: An online software tool to assist grain growers in Australia identify areas affected by soil constraints. 107422
- Qian Ding, Longshen Liu, Mingzhou Lu, Kang Liu, Jia Chen, Mingxia Shen:
Social density detection for suckling piglets based on convolutional neural network combined with local outlier factor algorithm. 107423 - Asesh Kumar Tripathy, Sukanta Kumar Tripathy, Madhulita Sundaray:
An ultra-sensitive optical sensor based on agarose coated microscopic sphere to detect Cu2+ ion in soil. 107424 - Yongqiang Wang, Donghua Huang, Long Zhao, Hongzheng Shen, Xuguang Xing, Xiaoyi Ma:
The distributed CERES-Maize model with crop parameters determined through data assimilation assists in regional irrigation schedule optimization. 107425 - Wenyi Zhao, Shiyuan Liu, Xinyi Li, Xi Han, Huihua Yang:
Fast and accurate wheat grain quality detection based on improved YOLOv5. 107426 - Yuling Lv, Huimin Yao, Ang Li, Qianying Yi, David Janke, Thomas Amon, Gerald DS Quoie Jr, Xiong Shen, Zhengwei Long:
Comparison of simulation methods for dynamic internal air distribution in naturally ventilated livestock buildings. 107427 - Yanchao Wang, Xi Kang, Mengyuan Chu, Gang Liu:
Deep learning-based automatic dairy cow ocular surface temperature detection from thermal images. 107429 - Jiacheng Rong, Pengbo Wang, Tianjian Wang, Ling Hu, Ting Yuan:
Fruit pose recognition and directional orderly grasping strategies for tomato harvesting robots. 107430 - Hongzhou Li, Yuhang Gan, Yujie Wu, Li Guo:
EAGNet: A method for automatic extraction of agricultural greenhouses from high spatial resolution remote sensing images based on hybrid multi-attention. 107431 - Lei Liu, Yuefeng Du, Du Chen, Yubo Li, Xiaoyu Li, Xiaoning Zhao, Guorun Li, Enrong Mao:
Impurity monitoring study for corn kernel harvesting based on machine vision and CPU-Net. 107436 - Tong Lei, Shu-Yi Yang, Brian Tobin, Conor O'Reilly, Da-Wen Sun:
A measurement framework using THz Time-Domain sensing for wood quality assessment across tree ring samples. 107437 - Haowen Zhang, Shengyuan Zhao, Yifei Song, Shishuai Ge, Dazhong Liu, Xianming Yang, Kongming Wu:
A deep learning and Grad-Cam-based approach for accurate identification of the fall armyworm (Spodoptera frugiperda) in maize fields. 107440 - Wenhui Luo, Yuxing Wang, Yanqin Tang, Zhiguo Qiu, Qingxu Zhao, Guofeng Ren, Zilong Ye:
Numerical simulation and experiment on wrapping characteristics between sugarcane leaves and rotating roller of returning machine. 107441 - Peng Song, Keyi Chen, Longfu Zhu, Meng Yang, Chao Ji, Ailing Xiao, Haoyang Jia, Jian Zhang, Wanneng Yang:
An improved cascade R-CNN and RGB-D camera-based method for dynamic cotton top bud recognition and localization in the field. 107442
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