OOIR: Observatory of International Research

Papers

(The H4-Index of Computers and Electronics in Agriculture is 91. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Strategic planning in citriculture: An optimization approach	370
Influence of computed tomography X-ray doses on maize root and shoot development in A controlled environment	332
Editorial Board	314
Editorial Board	290
An automatic eye surface-fundus double imaging system for estimation of vitamin A levels in Japanese Black Cattle	281
Terrain classification method using an NIR or RGB camera with a CNN-based fusion of vision and a reduced-order proprioception model	276
Handling intra-class imbalance in part-segmentation of different wheat cultivars	213
Design and performance verification of an intelligent pollination robot for facility tomatoes	200
SiamFCA: A new fish single object tracking method based on siamese network with coordinate attention in aquaculture	196
Attention-aided semantic segmentation network for weed identification in pineapple field	190
Ultrasound technology supplements zinc in soybean seeds and increases the photosynthetic efficiency of seedlings	174
Development of an automated and artificial intelligence assisted pressure chamber for stem water potential determination	165
Collaborative optimization method of cleaning operational performance and multiparameter online control system for combine harvesters	158
Design of robot navigation system under spatial constraints in shiitake mushroom fruiting room	157
On the limit: Estimating round baler torque for grass harvesting scenarios	157
A parametric maize leaf model quantifying morphology and geometry via 3D triangle mesh	157
CRODNet: Cascaded learning network for contactless top-view cattle rotated object detection	152
TranNas-NirCR: A method for improving the diagnosis of asymptomatic wheat scab with transfer learning and neural architecture search	151
Comprehensive investigation of corrugated fiberboard boxes with edge vents for ambient loading of chinese cabbage: Part I - Computational fluid dynamics simulation and experimental validation	146
Intelligent methodologies: An integrated multi-modeling approach to predict adaptive mechanisms in farm animals	144
Comparison of soil property predictions in Lithuanian croplands using UAV, satellite, EMI data and machine learning	142
A novel framework for dynamic and quantitative mapping of damage severity due to compound Drought–Heatwave impacts on tea Plantations, integrating Sentinel-2 and UAV images	135
MFENet: Multi-scale feature extraction network for images deblurring and segmentation of swinging wolfberry branch	134
Modeling response of spring wheat yield to soil water and salt contents and its application in scheduling brackish water irrigation	133
Electronic sensing combined with machine learning models for predicting soil nutrient content	132

A novel automatic detection method for abnormal behavior of single fish using image fusion	132
A triaxial in-situ stress measurement system for investigating radial variability of the vertical-to-lateral pressure ratio in grain silos	131
A dual-level interactive cascade network for agricultural machinery trajectory operation mode identification	131
Influencing factors of hog production based on geographical detection, OLS, and GWR—a case study in Jilin Province	130
Discrete element modeling of a cultivated soil-residual film composite and simulation of spatial excavation-throwing kinematics	128
A novel self-supervised method for in-field occluded apple ripeness determination	128
Precision monitoring of rice nitrogen fertilizer levels based on machine learning and UAV multispectral imagery	124
TrackPlant3D: 3D organ growth tracking framework for organ-level dynamic phenotyping	124
Convolutional Neural Networks accurately predict soil matric potential from soil, weather, and satellite-derived data	123
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	122
Cloud-hosting of agricultural crop simulator and optimizer for model calibration and farm input recommendations	122
Advancing digital ampelography: Automated classification of grapevine varieties	117
Low-altitude remote sensing and deep learning-based canopy detection method for the navigation of orchard unmanned ground vehicles	115
Detection and quantification of cotton trichomes by deep learning algorithm	115
Characterization of social cohesion status of pre-weaning piglets based on lightweight pose estimation	114
Predicting physiological responses of dairy cows using comprehensive variables	113
Bayesian network versus variational Bayesian Linear Regression Model for predicting penetration resistance and compaction factors in agricultural soils	113
Maxent modelling combined with fuzzy logic provides new insights into Predicting the distribution of potato cyst nematodes with limited data	111
Prediction of European cropland soil carbon and nitrogen using Vis-NIR spectroscopy with PLSR: Effects of spectral resolution and environmental variables	111
The use of accelerometers for the remote detection of mounting in rams and testosterone-treated wethers	110
Optimizing path planning for a single tracked combine harvester: A comprehensive approach to harvesting and unloading processes	110
Improving detection of wheat canopy chlorophyll content based on inhomogeneous light correction	110
Long-distance soil moisture monitoring via Helmholtz resonator–enhanced acoustic transmission and Swin-Transformer modeling	109
Robust counting for multi-species plants based on Few-Shot learning	109
P2OP—Plant Pathology on Palms: A deep learning-based mobile solution for in-field plant disease detection	109
Study on the throwing device of residual film recycling machine for the plough layer	109
An accurate handheld device to measure log diameter and volume using machine vision technique	108
Using mobile-based augmented reality and object detection for real-time Abalone growth monitoring	107
A robotic orchard platform increases harvest throughput by controlling worker vertical positioning and platform speed	106
Study on hyperspectral monitoring model of soil total nitrogen content based on fractional-order derivative	106
Numerical analyses ridge-forming for whole film-mulching and double ridge-furrow, a discrete element method	105
Rapid mapping of soybean planting areas under complex crop structures: A modified GWCCI approach	105
Wolfberry recognition and picking-point localization technology in natural environments based on improved Yolov8n-Pose-LBD	105
Smart fuzzy irrigation system for litchi orchards	104
Uncertainty quantification of nitrogen use efficiency prediction in China using Monte Carlo simulation and quantile regression forests	104
A deep learning approach incorporating YOLO v5 and attention mechanisms for field real-time detection of the invasive weed Solanum rostratum Dunal seedlings	103
Design and experimental study of a seed potato cutting machine and its machine vision-based defective tuber removal system	103
Finding the lowest damage picking mode for tomatoes based on finite element analysis	102
A method for segmentation and localization of tomato lateral pruning points in complex environments based on improved YOLOV5	101
Plant 3D-2D-ResNet-SE: Monitoring the changes of leaf water content and chlorophyll in Betula luminifera seedlings during drought stress	100
From individual identification to behavioral sensing—evolution and challenges of RFID technology in precision livestock farming	100
Potato plant phenotyping and characterisation utilising machine learning techniques: A state-of-the-art review and current trends	99
Design and experiment of adaptive adjustment of threshing gaps based on the feed rate monitoring of soybean combine harvester conveyor trough	99
Optimizing the path of seedling transplanting with multi-end effectors by using an improved greedy annealing algorithm	98
Numerical simulation of the spatial and temporal distributions of the downwash airflow and spray field of a co-axial eight-rotor plant protection UAV in hover	98
Multi-objective optimal regulation model and system based on whole plant photosynthesis and light use efficiency of lettuce	98
Combining biomass production model with machine learning regression of critical nitrogen concentration for estimating grassland nitrogen requirements	97
Variety classification and identification of jujube based on near-infrared spectroscopy and 1D-CNN	96
Detection and tracking of agricultural spray droplets using GSConv-enhanced YOLOv5s and DeepSORT	96
High-Frequency, real-time parcel-level agricultural monitoring Framework: Integrating Tower-Based cameras and artificial intelligence	96

Integration and preliminary evaluation of a robotic cotton harvester prototype	95
An improved multi-objective brainstorming algorithm with the application of rapeseed germination characteristics optimization	95
Laboratory and field comparison of onboard and remote sensors for canopy characterisation in vineyards	95
Design, integration, and evaluation of a dual-arm robotic system for high throughput sampling from potato tubers	95
i-RAT: A discussion support system to rapidly assess economic and environmental impacts of different sugarcane irrigation practices	95
Multi-object tracking using Deep SORT and modified CenterNet in cotton seedling counting	94
Exploring straw movement through the simulation of shovel-type seedbed preparation machine-straw-soil interaction using the DEM-MBD coupling method	94
An adaptive expert-in-the-loop algorithm for flock-specific anomaly detection in laying hen production	93
Research on the impact of tandem transport process on distribution performance of air-assisted centralized seed metering device based on numerical simulation	93
Reliable plant segmentation under variable greenhouse illumination conditions	93
Semantic segmentation-based conservation tillage corn straw return cover type recognition	92
General modeling and energy management optimization for the fuel cell electric tractor with mechanical shunt type	92
Prediction of corn variety yield with attribute-missing data via graph neural network	92
Collaborative path planning and task allocation for multiple agricultural machines	91
CFD simulations of supplemental cooling techniques in cross-ventilated dairy buildings and associated greenhouse gas emissions	91
Assessment and transferability analysis of soil total nitrogen with different particle sizes based on proximal hyperspectral imaging	91