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Computers 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
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
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
Model-based scenario analysis for effective site-specific weed control on grassland sites. 107332
- Chanyoung Ju
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
Hybrid deep learning techniques for estimation of daily crop evapotranspiration using limited climate data. 107338 - Hao Yang, Fangle Chang
Multi-object tracking using Deep SORT and modified CenterNet in cotton seedling counting. 107339 - Biplob Dey
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
An improved YOLOv5-based vegetable disease detection method. 107345 - Florian Huber
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
Application of machine-learned metadata-driven model for dairy barn ventilation simulation. 107350 - Ning Liang, Sashuang Sun, Jiajia Yu, Mohamed Farag Taha
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
Dandelion segmentation with background transfer learning and RGB-attention module. 107355 - Xingang Li, Hao Geng, Liqiang Zhang, Shuwen Peng, Qi Xin, Jianxi Huang
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
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
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
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
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
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
A non-destructive dropped fruit impact signal imaging-based deep learning approach for smart sorting of kiwifruit. 107380 - Bernat Salas, Ramón Salcedo
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
Autonomous agriculture in public perception - German consumer segments' view of crop robots. 107385 - Zhun Cheng
System response modeling of HMCVT for tractors and the comparative research on system identification methods. 107386 - Yuzhen Lu, Xu Li
Hyperspectral imaging with chemometrics for non-destructive determination of cannabinoids in floral and leaf materials of industrial hemp (Cannabis sativa L.). 107387 - Nikita Genze
Deep learning-based early weed segmentation using motion blurred UAV images of sorghum fields. 107388 - Xue Zhou
Deep learning-based postharvest strawberry bruise detection under UV and incandescent light. 107389 - Jianwu Lin
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
Deep learning based soybean seed classification. 107393 - Kunpeng Zheng
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
A model for recognizing farming behaviors of plantation workers. 107395 - Wei Lu, Xiaochan Wang
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
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
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
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
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
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
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
3D characterization of crop water use and the rooting system in field agronomic research. 107409 - Satyam Raikwar
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
Farmer knowledge and the intention to use smartphone-based information management technologies in Uganda. 107413 - Ahmed Abed Gatea Al-Shammary, Andrés Caballero-Calvo
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
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
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
An RGB-D multi-view perspective for autonomous agricultural robots. 107419 - Rong Huang, Wei Yao
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
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
An ultra-sensitive optical sensor based on agarose coated microscopic sphere to detect Cu2+ ion in soil. 107424 - Yongqiang Wang
The distributed CERES-Maize model with crop parameters determined through data assimilation assists in regional irrigation schedule optimization. 107425 - Wenyi Zhao
Fast and accurate wheat grain quality detection based on improved YOLOv5. 107426 - Yuling Lv, Huimin Yao
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
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
Impurity monitoring study for corn kernel harvesting based on machine vision and CPU-Net. 107436 - Tong Lei
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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