OOIR: Observatory of International Research

Papers

(The H4-Index of Plant Phenomics is 21. 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 2021-04-01 to 2025-04-01.)

Article	Citations
DEKR-SPrior: An Efficient Bottom-Up Keypoint Detection Model for Accurate Pod Phenotyping in Soybean	52
Robust High-Throughput Phenotyping with Deep Segmentation Enabled by a Web-Based Annotator	47
Phenotyping of Silique Morphology in Oilseed Rape Using Skeletonization with Hierarchical Segmentation	46
Segment Anything for Comprehensive Analysis of Grapevine Cluster Architecture and Berry Properties	44
A Mechanistic Model for Estimating Rice Photosynthetic Capacity and Stomatal Conductance from Sun-Induced Chlorophyll Fluorescence	40
Drone-Based Harvest Data Prediction Can Reduce On-Farm Food Loss and Improve Farmer Income	39
Recognition and Localization of Maize Leaf and Stalk Trajectories in RGB Images Based on Point-Line Net	38
Semi-Self-Supervised Learning for Semantic Segmentation in Images with Dense Patterns	36
Analyzing Nitrogen Effects on Rice Panicle Development by Panicle Detection and Time-Series Tracking	36
Combining High-Resolution Imaging, Deep Learning, and Dynamic Modeling to Separate Disease and Senescence in Wheat Canopies	34
To What Extent Does Yellow Rust Infestation Affect Remotely Sensed Nitrogen Status?	30
Enhancing Green Fraction Estimation in Rice and Wheat Crops: A Self-Supervised Deep Learning Semantic Segmentation Approach	29
Noninvasive Detection of Salt Stress in Cotton Seedlings by Combining Multicolor Fluorescence–Multispectral Reflectance Imaging with EfficientNet-OB2	29
Informed-Learning-Guided Visual Question Answering Model of Crop Disease	27
High-Throughput Yield Prediction of Diallele Crossed Sugar Beet in a Breeding Field Using UAV-Derived Growth Dynamics	26
Shortwave Radiation Calculation for Forest Plots Using Airborne LiDAR Data and Computer Graphics	24
Coupling PROSPECT with Prior Estimation of Leaf Structure to Improve the Retrieval of Leaf Nitrogen Content in Ginkgo from Bidirectional Reflectance Factor Spectra	23
Handling the Challenges of Small-Scale Labeled Data and Class Imbalances in Classifying the N and K Statuses of Rubber Leaves Using Hyperspectroscopy Techniques	23
The State of the Art in Root System Architecture Image Analysis Using Artificial Intelligence: A Review	23
SCAG: A Stratified, Clustered, and Growing-Based Algorithm for Soybean Branch Angle Extraction and Ideal Plant Architecture Evaluation	22
Deep Learning Methods Using Imagery from a Smartphone for Recognizing Sorghum Panicles and Counting Grains at a Plant Level	22
Pre-symptomatic diagnosis of rice blast and brown spot diseases using chlorophyll fluorescence imaging	21
Phenotyping Alfalfa (Medicago sativa L.) Root Structure Architecture via Integrating Confident Machine Learning with ResNet-18	21
Fitting maximum crown width height of Chinese fir through ensemble learning combined with fine spatial competition	21
DC2Net: An Asian Soybean Rust Detection Model Based on Hyperspectral Imaging and Deep Learning	21