Computers and Electronics in Agriculture

Papers
(The H4-Index of Computers and Electronics in Agriculture is 82. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
A smart cotton module tracking and monitoring system for handling logistics and cover damage414
Development of an automated and artificial intelligence assisted pressure chamber for stem water potential determination412
i-RAT: A discussion support system to rapidly assess economic and environmental impacts of different sugarcane irrigation practices241
Uncertainty quantification of nitrogen use efficiency prediction in China using Monte Carlo simulation and quantile regression forests224
Strategic planning in citriculture: An optimization approach198
Conductive heat loss of sows in a ventilated environment identified by steady CFD-CHT modelling considering thermophysiological effects194
Handling intra-class imbalance in part-segmentation of different wheat cultivars193
A multi-species pest recognition and counting method based on a density map in the greenhouse189
An improved multi-objective brainstorming algorithm with the application of rapeseed germination characteristics optimization178
Editorial Board170
Editorial Board164
Study on the throwing device of residual film recycling machine for the plough layer163
Zeugodacus fruit flies (Diptera: Tephritidae) host preference analysis by machine learning-based approaches159
Intelligent methodologies: An integrated multi-modeling approach to predict adaptive mechanisms in farm animals158
Optimizing path planning for a single tracked combine harvester: A comprehensive approach to harvesting and unloading processes156
MFENet: Multi-scale feature extraction network for images deblurring and segmentation of swinging wolfberry branch154
Accurately estimate soybean growth stages from UAV imagery by accounting for spatial heterogeneity and climate factors across multiple environments146
Convolutional Neural Networks accurately predict soil matric potential from soil, weather, and satellite-derived data142
Automatic recognition method of cow ruminating behaviour based on edge computing141
An adaptive expert-in-the-loop algorithm for flock-specific anomaly detection in laying hen production140
Predicting physiological responses of dairy cows using comprehensive variables140
CFD simulations of supplemental cooling techniques in cross-ventilated dairy buildings and associated greenhouse gas emissions135
An automatic eye surface-fundus double imaging system for estimation of vitamin A levels in Japanese Black Cattle134
Terrain classification method using an NIR or RGB camera with a CNN-based fusion of vision and a reduced-order proprioception model134
A novel self-supervised method for in-field occluded apple ripeness determination132
Detection and quantification of cotton trichomes by deep learning algorithm127
Detection and tracking of agricultural spray droplets using GSConv-enhanced YOLOv5s and DeepSORT126
Collaborative optimization method of cleaning operational performance and multiparameter online control system for combine harvesters126
A method for segmentation and localization of tomato lateral pruning points in complex environments based on improved YOLOV5123
Wolfberry recognition and picking-point localization technology in natural environments based on improved Yolov8n-Pose-LBD122
The application progress and research trends of knowledge graphs and large language models in agriculture119
Advancing digital ampelography: Automated classification of grapevine varieties118
A robotic orchard platform increases harvest throughput by controlling worker vertical positioning and platform speed118
Smart environments in digital agriculture: a systematic review and taxonomy116
3D shape sensing and deep learning-based segmentation of strawberries116
Comprehensive investigation of corrugated fiberboard boxes with edge vents for ambient loading of chinese cabbage: Part I - Computational fluid dynamics simulation and experimental validation115
RGB camera-based monocular stereo vision applied in plant phenotype: A survey115
Finding the lowest damage picking mode for tomatoes based on finite element analysis109
Rice threshing state prediction of threshing cylinder undergoing unbalanced harmonic response109
Modeling response of spring wheat yield to soil water and salt contents and its application in scheduling brackish water irrigation109
The use of accelerometers for the remote detection of mounting in rams and testosterone-treated wethers107
Assessment and transferability analysis of soil total nitrogen with different particle sizes based on proximal hyperspectral imaging106
TranNas-NirCR: A method for improving the diagnosis of asymptomatic wheat scab with transfer learning and neural architecture search104
Quality classification of stored wheat based on evidence reasoning rule and stacking ensemble learning104
Influencing factors of hog production based on geographical detection, OLS, and GWR—a case study in Jilin Province103
An accurate handheld device to measure log diameter and volume using machine vision technique100
A CNN-based framework for estimation of root length, diameter, and color from in situ minirhizotron images100
Laboratory and field comparison of onboard and remote sensors for canopy characterisation in vineyards100
Potato plant phenotyping and characterisation utilising machine learning techniques: A state-of-the-art review and current trends99
Bayesian network versus variational Bayesian Linear Regression Model for predicting penetration resistance and compaction factors in agricultural soils98
Ultrasound technology supplements zinc in soybean seeds and increases the photosynthetic efficiency of seedlings98
Cloud-hosting of agricultural crop simulator and optimizer for model calibration and farm input recommendations97
On the limit: Estimating round baler torque for grass harvesting scenarios97
Spectral-based estimation of chlorophyll content and determination of background interference mechanisms in low-coverage rice96
Novel approaches for a brix prediction model in Rondo wine grapes using a hyperspectral Camera: Comparison between destructive and Non-destructive sensing methods96
Robust crop row detection using discrete Fourier transform (DFT) for vision-based in-field navigation94
Rapid mapping of soybean planting areas under complex crop structures: A modified GWCCI approach94
CTWheatNet: Accurate detection model of wheat ears in field93
Semantic segmentation-based conservation tillage corn straw return cover type recognition93
An integrated approach for estimating soil health: Incorporating digital elevation models and remote sensing of vegetation91
P2OP—Plant Pathology on Palms: A deep learning-based mobile solution for in-field plant disease detection90
Hybridization of process-based models, remote sensing, and machine learning for enhanced spatial predictions of wheat yield and quality90
Design of cost-effective LED based prototypes for the evaluation of grape (Vitis vinifera L.) ripeness90
Predictive modeling of Satureja rechingeri essential oil yield and composition under water deficit and soil amendment conditions using artificial neural networks (ANNs)90
Combining biomass production model with machine learning regression of critical nitrogen concentration for estimating grassland nitrogen requirements90
Collaborative path planning and task allocation for multiple agricultural machines90
Estimation of green and blue water evapotranspiration using machine learning algorithms with limited meteorological data: A case study in Amu Darya River Basin, Central Asia89
Electronic sensing combined with machine learning models for predicting soil nutrient content89
TrackPlant3D: 3D organ growth tracking framework for organ-level dynamic phenotyping88
Estimating cotton leaf nitrogen by combining the bands sensitive to nitrogen concentration and oxidase activities using hyperspectral imaging86
A predictive model of photosynthetic rates for eggplants: Integrating physiological and environmental parameters86
Study on hyperspectral monitoring model of soil total nitrogen content based on fractional-order derivative86
Reliable plant segmentation under variable greenhouse illumination conditions86
Optimizing the path of seedling transplanting with multi-end effectors by using an improved greedy annealing algorithm85
SiamFCA: A new fish single object tracking method based on siamese network with coordinate attention in aquaculture84
LiDAR-sensed tree canopy correction in uneven terrain conditions using a sensor fusion approach for precision sprayers84
IoT-Agro: A smart farming system to Colombian coffee farms84
Sex type determination in papaya seeds and leaves using near infrared spectroscopy combined with multivariate techniques and machine learning83
Vision-based apple quality grading with multi-view spatial network83
A novel solution for extracting individual tree crown parameters in high-density plantation considering inter-tree growth competition using terrestrial close-range scanning and photogrammetry technolo83
YOLO-based detection of Halyomorpha halys in orchards using RGB cameras and drones82
AI- and data-driven crop rotation planning82
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