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ORCIDComputers and Electronics in Agriculture, Volume 232
Volume 232, 2025
- Radek Zenkl
, Bruce A. McDonald, Achim Walter, Jonas Anderegg:
Towards high throughput in-field detection and quantification of wheat foliar diseases using deep learning. 109854 - Qihuan Wang, Qinghao He, Dong Yue, Duanxin Li, Jianning Yin, Pengxuan Guan, Yancheng Sun, Duanyang Geng, Zhenwei Wang:
Dynamic real-time detection for corn kernel breakage rate based on deep learning and sliding window technology. 109926 - Yilun Jiang, Lintong Zhang, Chuxin Wang, Linjie Chen, Wenqing Zhang, Haiyong Weng, Limin Xie, Fangfang Qu:
Multi-step prediction of dissolved oxygen in fish pond aquaculture using feature reconstruction-based deep neural network. 109997 - Long Li, Wei Fu, Bin Zhang, Yuqi Yang, Yun Ge, Congju Shen:
Branch segmentation and phenotype extraction of apple trees based on improved Laplace algorithm. 109998 - Zixia Hou, Qi Zhang, Bin Zhang, Hongming Zhang, Lyuwen Huang, Meili Wang:
CattlePartNet: An identification approach for key region of body size and its application on body measurement of beef cattle. 110013 - François Decarie, Charles Grant, Gabriel Dallago:
Weighing finishing pigs in motion: A walk-over scale for accurate weight estimation. 110019 - Hanzhe Teng, Yipeng Wang, Dimitrios Chatziparaschis, Konstantinos Karydis:
Adaptive LiDAR odometry and mapping for autonomous agricultural mobile robots in unmanned farms. 110023 - Francisco J. Navarro-González, J. Manzano, Miguel Pardo:
Sizing optimisation under irradiance uncertainty of irrigation systems powered by off-grid solar panels. 110034 - Weilong He, Fan Wu, Lori Unruh Snyder, Jean Cheng, Evelynn Wilcox, Lirong Xiang:
Improved two-stage deep learning algorithm and lightweight YOLOv5n for classifying cottonseed damage. 110042 - Ping Zhang, Nianzu Dai, Zinuo Wang, Jin Yuan, Zhenbo Xin, Xuemei Liu, Georgios Papadakis:
A parallel dual-arm robotic control method of white asparagus based on moving-looking-harvesting coordination and asynchronous harvest cooperation. 110046 - Cemalettin Akdogan, Tolga Özer, Yüksel Oguz:
PP-YOLO: Deep learning based detection model to detect apple and cherry trees in orchard based on Histogram and Wavelet preprocessing techniques. 110052 - Zhengkun Li, Rui Xu, Changying Li, Patricio Munoz, Fumiomi Takeda, Bruno Leme:
In-field blueberry fruit phenotyping with a MARS-PhenoBot and customized BerryNet. 110057 - Chenjiao Tan, Jin Sun, Huaibo Song, Changying Li:
A customized density map model and segment anything model for cotton boll number, size, and yield prediction in aerial images. 110065 - Xiaokai Chen, Fenling Li, Qingrui Chang, Yuxin Miao, Kang Yu:
Improving winter wheat plant nitrogen concentration prediction by combining proximal hyperspectral sensing and weather information with machine learning. 110072 - Mianzhe Hong, Liang Fang, Huting Wang, Hongwei Duan, Jinqiang Chang, Hao Li, Ruoyu Zhang:
Moisture regain sensing method for seed cotton under multi-factor fusion. 110073 - Zhihao Zhu, Xiaoyu Chai, Lizhang Xu, Li Quan, Chaochun Yuan, Shuofeng Weng, Guangqiao Cao, Weijun Jiang:
Research on predictive control of a novel electric cleaning system for combine harvester based on data-driven. 110075 - Bernat Lavaquiol, Alexandre Escolà, Ricardo Sanz-Cortiella, Jaume Arnó, Jordi Gené-Mola, Eduard Gregorio, Joan Ramón Rosell-Polo, Jérôme Ninot, Jordi Llorens-Calveras:
A methodology for the realistic assessment of 3D point clouds of fruit trees in full 3D context. 110082 - Nan Wang, Shaowen Fu, Qiong Rao, Guiyou Zhang, Mingquan Ding:
Insect-YOLO: A new method of crop insect detection. 110085 - Shenglian Lu, Yibo Lv, Tingting Qian, Wenyi Ren, Xiaoming Li, Yiyang Li, Guo Li:
Lettuce architectural phenotypes extraction from multimodal images by low-light sensitivity and strong spatial perception. 109928 - Omid Aghajanzadeh, Mohammadreza Shetab-Bushehri, Miguel Aranda, Juan Antonio Corrales Ramon, Christophe Cariou, Roland Lenain, Youcef Mezouar:
3-D shape control of deformable linear objects for branch handling using an adaptive Lyapunov-based scheme. 109931 - Lexin Zhang, Yang Zhao, Chengcheng Zhou, Jiahe Zhang, Yuhan Yan, Tailai Chen, Chunli Lv:
JuDifformer: Multimodal fusion model with transformer and diffusion for jujube disease detection. 110008 - Niannian Deng, Renpeng Xu, Ying Zhang, Haoting Wang, Chen Chen, Huiru Wang:
Forest biomass carbon stock estimates via a novel approach: K-nearest neighbor-based weighted least squares multiple birth support vector regression coupled with whale optimization algorithm. 110020 - Xiaodong Liu, Meibo Lv, Chenyuhao Ma, Zhe Fu, Lei Zhang:
Multi-modal image fusion of visible and infrared for precise positioning of UAVs in agricultural fields. 110024 - Rosa Pia Devanna, Laura Romeo, Giulio Reina, Annalisa Milella:
Yield estimation in precision viticulture by combining deep segmentation and depth-based clustering. 110025 - Dong Chen, Yanbo Huang:
Integrating reinforcement learning and large language models for crop production process management optimization and control through a new knowledge-based deep learning paradigm. 110028 - Jinming Zheng, Xiaochan Wang, Xuekai Huang, Yinyan Shi, Xiaolei Zhang, Yanxin Wang, Dezhi Wang, Jihao Wang, Jianfei Zhang:
Adaptive control system of header for cabbage combine harvester based on IPSO-fuzzy PID controller. 110044 - Marios Vasileiou, George Vlontzos:
A hybrid remotely operated underwater vehicle for maintenance operations in aquaculture: Practical insights from Greek fish farms. 110045 - Rahool Dembani, Ioannis Karvelas, Nur Arifin Akbar, Stamatia Rizou, Domenico Tegolo, Spyros Fountas:
Agricultural data privacy and federated learning: A review of challenges and opportunities. 110048 - Tomás Crotty, John Warren, Conor Shanahan, Edward Jones, Martin Glavin, Dallan Byrne:
On the limit: Estimating round baler torque for grass harvesting scenarios. 110056 - Yamin Han, Jie Wu, Qi Zhang, Xilong Feng, Yang Xu, Taoping Zhang, Bowen Wang, Hongming Zhang:
ASGP-IDet: Temporal behaviour localisation of beef cattle in untrimmed surveillance videos. 110059 - Ning Wang, Shunda Li, Jianxing Xiao, Tianhai Wang, Yuxiao Han, Hao Wang, Man Zhang, Han Li:
A collaborative scheduling and planning method for multiple machines in harvesting and transportation operations-Part Ⅰ: Harvester task allocation and sequence optimization. 110060 - Zelong Ni, Qingdang Li, Mingyue Zhang:
Efficient motion planning for chili flower pollination mechanism based on BI-RRT. 110063 - Muhammad Masud Rana, Sarath Gopalakrishnan, Akshay Krishnakumar, Sotoudeh Sedaghat, Devendra Sarnaik, Amin Zareei, Michael Douglas Ruffatti, Spencer Hagaman, Jason Lehto, Ali Shakouri, Shalamar Armstrong, Rahim Rahimi:
Real-time monitoring of fertilizer runoff at the watershed scale using a low-cost solar-powered Lego-like electrochemical water quality monitoring system. 110064 - Mohamed Zarboubi, Abdelaaziz Bellout, Samira Chabaa, Azzedine Dliou:
CustomBottleneck-VGGNet: Advanced tomato leaf disease identification for sustainable agriculture. 110066 - Lin Ling, Hanqing Li, Yuejin Xiao, Weiqiang Fu, Jianjun Dong, Liwei Li, Rui Liu, Xinguang Huang, Guangwei Wu, Zhijun Meng, Bingxin Yan:
Study on seeding delay time and lag distance of automatic section control system for maize seeder. 110068 - Yafei Zhang, Yue Shen, Hui Liu, Siwei He, Zohaib Khan:
A composite sliding mode controller with extended disturbance observer for 4WSS agricultural robots in unstructured farmlands. 110069 - Yupan Zhang, Yiliu Tan, Xin Xu, Hangkai You, Yuichi Onda, Takashi Gomi:
Individual tree branch and leaf metrics extraction in dense plantation scenario through the fusion of drone and terrestrial LiDAR. 110070 - Hongfei Zhu, Yifan Zhao, Longgang Zhao, Ranbing Yang, Zhongzhi Han:
Pixel-level spectral reconstruction and compressed projection based on deep learning in detecting aflatoxin B1. 110071 - Antonio Almeida De Barros Junior, Gilson Fernandes da Silva, Geraldo Regis Mauri, Adriano Ribeiro de Mendonça, Helio Garcia Leite, Carlos Pedro Boechat Soares, Maria Alice Romanha Belumat:
A new approach to modeling the routing problem in forest inventory planning. 110074 - Debdoot Sain, B. M. Mohan, Jung-Min Yang:
Development of a 2-DoF nonlinear fuzzy PI-PD controller for a tractor active suspension system. 110076 - Zhaoshen Yao, Juntao Xiong, Jiayuan Yang, Xiao Wang, Zexing Li, Yuhua Huang, Yanan Li:
Design and verification of a litchi combing and cutting end-effector based on visual-tactile fusion. 110077 - Guo Yanjun, Du Yunyan, Yan Ming, Xie Ting, Liu Moyun, Wang Nan:
A wave-shaped CNN for marine-raft aquaculture-area extraction in SAR images. 110078 - Jiaxuan Yu, Guangxu Wang, Xin Li, Zhuangzhuang Du, Wenkai Xu, Muhammad Akhter, Daoliang Li:
SDYOLO-Tracker: An efficient multi-fish hypoxic behavior recognition and tracking method. 110079 - Peisen Yuan, Zixin Chen, Qijiang Jin, Yingchun Xu, Huanliang Xu:
Lightweight lotus phenotype recognition based on MobileNetV2-SE with reliable pseudo-labels. 110080 - Qingling Bao, Jianli Ding, Jinjie Wang, Lijing Han, Jiao Tan:
Utilizing CMIP6-SSP scenarios with the VIC model to enhance agricultural and ecological water consumption predictions and deficit assessments in arid regions. 110083 - Xuehui Hou, Junyong Zhang, Xiubin Luo, Shiwei Zeng, Yan Lu, Qinggang Wei, Jia Liu, Wenjie Feng, Qiaoyu Li:
Peanut yield prediction using remote sensing and machine learning approaches based on phenological characteristics. 110084 - Lucas B. Ferreira, Vitor S. Martins, Uilson R. V. Aires, Nuwan Wijewardane, Xin Zhang, Sathish Samiappan:
FieldSeg: A scalable agricultural field extraction framework based on the Segment Anything Model and 10-m Sentinel-2 imagery. 110086 - Cheng Cao, Pei Yang, Chaoyuan Tang, Fubin Liang, Jingshan Tian, Yali Zhang, Wangfeng Zhang:
Morphological characteristic extraction of unopened cotton bolls using image analysis and geometric modeling methods. 110094 - Mingyang Geng, Yuying Shang, Shiyu Xiang, Jiachen Wang, Lei Wang, Huaibo Song:
Using improved density peak clustering algorithm for flower cluster identification and apple central and peripheral flower detection. 110095 - Juan Camilo Rivera Palacio, Christian Bunn, Masahiro Ryo:
Factors affecting deep learning model performance in citizen science-based image data collection for agriculture: A case study on coffee crops. 110096 - Shengli Xu, Siqi Zheng, Rahul Rai:
Dense object detection based canopy characteristics encoding for precise spraying in peach orchards. 110097 - Darlei Gutierrez Dantas Bernardo Oliveria, Maria Fernanda Pimentel, Everaldo Paulo de Medeiros, Simone da Silva Simões:
Portable vibrational spectroscopy instruments and chemometrics for the classification of cotton fibers according the length (UHM). 110100 - Jucheng Yang, Qingxiang Jia, Shujie Han, Zihan Du, Jianzheng Liu:
An Efficient Multi-Scale Attention two-stream inflated 3D ConvNet network for cattle behavior recognition. 110101 - Lidia M. Ortega-Alvarado, Juan Carlos Fernández-Pérez, David Jurado-Rodríguez:
Meshlets based data model for real-time interaction and analysis with hyper-spectral vegetation data. 110102 - Hongxing Deng, Guangyuan Yang, Xingshi Xu, Zhixin Hua, Jiahui Liu, Huaibo Song:
Fusion of CREStereo and MobileViT-Pose for rapid measurement of cattle body size. 110103 - Milad Vahidi, Sanaz Shafian, William Hunter Frame:
Multi-depth soil moisture estimation via 1D convolutional neural networks from drone-mounted ground penetrating Radar data. 110104 - Kai Yuan, Qian Wang, Zuoxi Zhao, Mengcheng Wu, Yuanqing Shui, Xiaonan Yang, Ruihan Xu:
Dynamic mutual training semi-supervised semantic segmentation algorithm with adaptive capability (AD-DMT) for choy sum stem segmentation and 3D positioning of cutting points. 110105 - Ali el Bilali, Abdessamad Hadri, Abdeslam Taleb, Meryem Tanarhte, El Mahdi El Mhamdi, Mohamed Hakim Kharrou:
A novel hybrid modeling approach based on empirical methods, PSO, XGBoost, and multiple GCMs for forecasting long-term reference evapotranspiration in a data scarce-area. 110106 - Jiayu Zhang, Baohua Zhang, Innocent Nyalala, Peter Mecha, Junlong Chen, Kunjie Chen, Junfeng Gao:
Rectifying the extremely weakened signals for cassava leaf disease detection. 110107 - Fei Wang, Yang Wei, Shengtian Yang:
Spatio-temporal changes in subsurface soil salinity based on electromagnetic induction and environmental covariates at the Tarim River Basin, southern Xinjiang, China. 110108 - Jiheng Ni, Yawen Xue, Jialin Liao:
Dynamic changes and spectrometric quantitative analysis of antioxidant enzyme activity of TYLCV-infected tomato plants. 110109 - Francesco Argento, Quirina Noëmi Merz, Gregor Perich, Thomas Anken, Achim Walter, Frank Liebisch:
A comparison of proximal and remote optical sensor platforms for N status estimation in winter wheat. 110110 - Osama Elsherbiny, Jianmin Gao, Ming Ma, Waqar Ahmed Qureshi, Abdallah H. Mosha:
Developing an IoT-driven delta robot to stimulate the growth of mulberry branch cuttings cultivated aeroponically using machine vision technology. 110111 - Baolin Wu, Yidong Song, Weiwei Wang, Weifan Xu, Jiahao Li, Fengli Sun, Chao Zhang, Shuqin Yang, Jifeng Ning, Yajun Xi:
Hysteresis in flag leaf temperature based on meteorological factors during the reproductive growth stage of wheat and the design of a predictive model. 110113 - Henry A. Ruiz-Guzman, Tyler Adams, Afolabi Agbona, Matthew Wolfe, Mark E. Everett, Jean-François Chamberland, Dirk B. Hays:
Thresholding and continuous wavelet transform (CWT) analysis of Ground Penetrating Radar (GPR) data for estimation of potato biomass. 110114 - Hazhir Bahrami, Karem Chokmani, Saeid Homayouni, Viacheslav I. Adamchuk, Mohammad Saifuzzaman, Maxime Leduc:
Alfalfa detection and stem count from proximal images using a combination of deep neural networks and machine learning. 110115 - Sonia Gómez-Gijón, José F. Salmerón, Aniello Falco, Florin C. Loghin, Paolo Lugli, Diego P. Morales, Noel Rodriguez, Almudena Rivadeneyra:
Printed RFID sensing system: The cost-effective way to IoT smart agriculture. 110116 - Estéfani Sulzbach, Ismael Scheeren, Manuel Speranza Torres Veras, Maurício Cagliari Tosin, William Augusto Ellert Kroth, Aldo Merotto, Catarine Markus:
Deep learning model optimization methods and performance evaluation of YOLOv8 for enhanced weed detection in soybeans. 110117 - Byeongchan An, Taeyong Choi, Uikyum Kim:
Linkage integrated fin ray gripper capable of safe adaptive grasping for tomato harvesting. 110118 - Haibo Huang, Rugui Wang, Fuqiang Huang, Jianneng Chen:
Analysis and realization of a self-adaptive grasper grasping for non-destructive picking of fruits and vegetables. 110119 - Ziheng Feng, Jiaxiang Cai, Ke Wu, Yahui Li, Xinru Yuan, Jianzhao Duan, Li He, Wei Feng:
Enhancing the accuracy of monitoring effective tiller counts of wheat using multi-source data and machine learning derived from consumer drones. 110120 - Haikuan Feng, Yiguang Fan, Jibo Yue, Mingbo Bian, Yang Liu, Riqiang Chen, Yanpeng Ma, Jiejie Fan, Guijun Yang, Chunjiang Zhao:
Estimation of potato above-ground biomass based on the VGC-AGB model and deep learning. 110122 - Boyang Deng, Yuzhen Lu:
Weed image augmentation by ControlNet-added stable diffusion for multi-class weed detection. 110123 - Chao Ban, Lin Wang, Tong Su, Ruijuan Chi, Guohui Fu:
Fusion of monocular camera and 3D LiDAR data for navigation line extraction under corn canopy. 110124 - Guangyu Hou, Haihua Chen, Runxin Niu, Tongbin Li, Yike Ma, Yucheng Zhang:
Research on multi-layer model attitude recognition and picking strategy of small tomato picking robot. 110125 - Yuxiang Li, Hequn Tan, Yuxuan Deng, Dianzhuo Zhou, Ming Zhu:
Hypoxia monitoring of fish in intensive aquaculture based on underwater multi-target tracking. 110127 - Pu-Yun Kow, Yun-Ting Wang, Yu-Wen Chang, Meng-Hsin Lee, Ming-Hwi Yao, Li-Chiu Chang, Fi-John Chang:
AI-driven weather downscaling for smart agriculture using autoencoders and transformers. 110129 - Dong Woon Choi, Jong Hyeon Park, Ji-Hyeon Yoo, Kwangeun Ko:
AI-driven adaptive grasping and precise detaching robot for efficient citrus harvesting. 110131 - Natalia Ivanova, Denis Klyuev:
Infrared thermography for precise measurement of coverage area of plant leaves with pesticide surfactant formulations. 110133 - Eero Holmström, Juha Honkaniemi, Anssi Ahtikoski, Tuomas Rajala, Jarkko Hantula, Tuula Piri, Juha Heikkinen, Susanne Suvanto, Tapio Räsänen, Juha-Antti Sorsa, Kirsi Riekki, Henna Höglund, Aleksi Lehtonen, Mikko Peltoniemi:
Optimizing the regeneration of spruce-dominated stands suffering from Heterobasidion root rot in Finland. 110134 - Fanguo Zeng, Rui Wang, Youming Jiang, Zhendong Liu, Youchun Ding, Wanjing Dong, Chunbao Xu, Dongjing Zhang, Jun Wang:
Growth monitoring of rapeseed seedlings in multiple growth stages based on low-altitude remote sensing and semantic segmentation. 110135 - Xiaoyi Gu, Shili Zhao, Yuqing Duan, Yan Meng, Daoliang Li, Ran Zhao:
MMFINet: A multimodal fusion network for accurate fish feeding intensity assessment in recirculating aquaculture systems. 110138 - Zhi-Wei Zhao, Pei Leng, Xiao-Jing Han, Guofei Shang:
Global maize yield responses to essential climate variables: Assessment using atmospheric reanalysis and future climate scenarios. 110140 - Zaichen Xiang, Daniel N. Moriasi, Maryam Samimi, Ali Mirchi, Saleh Taghvaeian, Jean L. Steiner, J. Alan Verser, Patrick J. Starks:
SWAT-IRR: A new irrigation algorithm for soil and water Assessment tool to facilitate water management and Conservation in irrigated regions. 110142 - Tabinda Naz Syed, Jun Zhou, Francesco Marinello, Imran Ali Lakhiar, Farman Ali Chandio, Luke Toroitich Rottok, Yifeng Zheng, Tamiru Tesfaye Gamechu:
Definition of a reference standard for performance evaluation of autonomous vehicles real-time obstacle detection and distance estimation in complex environments. 110143 - N. Sagar, K. P. Suresh, Shankarappa Sridhara, Balanagouda Patil, C. A. Archana, Yamini S. Sekar, Y. B. Naveesh, A. S. Nandan, R. Sushma:
Precision detection of grapevine downy and powdery mildew diseased leaves and fruits using enhanced ResNet50 with batch normalization. 110144 - Shihui Wang, Tongge Li, Yanfei Wang, Liang Chen, Feiyang Jiang, Xiaodong Zhang, Mingji Wei, Si Chen, Lijia Xu, Ning Yang:
MOS sensor array based on multi-modal data weighted composite membership optimization for rice blast detection in symptomless stage. 110153 - Daniele Pinna, Marco Sozzi, Cristina Pornaro, Stefano Macolino, Andrea Pezzuolo, Francesco Marinello:
Modelling vegetation phenology in alpine grasslands of North-East Italy integrating microclimatic and meteorological Drivers: A 23-Years Time-Series analysis. 110154
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