OOIR: Observatory of International Research

Papers

(The H4-Index of Plant Phenomics is 26. 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 2021-08-01 to 2025-08-01.)

Article	Citations
The Importance of Using Realistic 3D Canopy Models to Calculate Light Interception in the Field	66
Robust High-Throughput Phenotyping with Deep Segmentation Enabled by a Web-Based Annotator	61
Enhancing Green Fraction Estimation in Rice and Wheat Crops: A Self-Supervised Deep Learning Semantic Segmentation Approach	56
A Mechanistic Model for Estimating Rice Photosynthetic Capacity and Stomatal Conductance from Sun-Induced Chlorophyll Fluorescence	54
Deep Learning Enables Instant and Versatile Estimation of Rice Yield Using Ground-Based RGB Images	49
Phenotyping of Silique Morphology in Oilseed Rape Using Skeletonization with Hierarchical Segmentation	49
Rice Plant Counting, Locating, and Sizing Method Based on High-Throughput UAV RGB Images	44
Geographic-Scale Coffee Cherry Counting with Smartphones and Deep Learning	40
Noninvasive Abiotic Stress Phenotyping of Vascular Plant in Each Vegetative Organ View	39
Practical Identifiability of Plant Growth Models: A Unifying Framework and Its Specification for Three Local Indices	38
Dynamic maize true leaf area index retrieval with KGCNN and TL and integrated 3D radiative transfer modeling for crop phenotyping	37
Identifying Regenerated Saplings by Stratifying Forest Overstory Using Airborne LiDAR Data	36
Enabling Breeding Selection for Biomass in Slash Pine Using UAV-Based Imaging	35
Location-guided lesions representation learning via image generation for assessing plant leaf diseases severity	35
Detection and Reconstruction of Passion Fruit Branches via CNN and Bidirectional Sector Search	34
EasyDAM_V2: Efficient Data Labeling Method for Multishape, Cross-Species Fruit Detection	33
Rape Yield Estimation Considering Non-Foliar Green Organs Based on the General Crop Growth Model	31
3dCAP-Wheat: An Open-Source Comprehensive Computational Framework Precisely Quantifies Wheat Foliar, Nonfoliar, and Canopy Photosynthesis	29
Visualization and Quantitative Evaluation of Functional Structures of Soybean Root Nodules via Synchrotron X-ray Imaging	29
How Useful Is Image-Based Active Learning for Plant Organ Segmentation?	29
Maturity Classification of Rapeseed Using Hyperspectral Image Combined with Machine Learning	28
Assessing the Storage Root Development of Cassava with a New Analysis Tool	27
Fruit Water Stress Index of Apple Measured by Means of Temperature-Annotated 3D Point Cloud	27
The Dissection of Nitrogen Response Traits Using Drone Phenotyping and Dynamic Phenotypic Analysis to Explore N Responsiveness and Associated Genetic Loci in Wheat	27
PREPs: An Open-Source Software for High-Throughput Field Plant Phenotyping	27

Drone-Based Digital Phenotyping to Evaluating Relative Maturity, Stand Count, and Plant Height in Dry Beans (Phaseolus vulgaris L.)	27
MLG-YOLO: A Model for Real-Time Accurate Detection and Localization of Winter Jujube in Complex Structured Orchard Environments	26
Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping	26