OOIR: Observatory of International Research

Papers

(The H4-Index of Plant Phenomics is 30. 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 2022-05-01 to 2026-05-01.)

Article	Citations
MaizeField3D: A curated 3D point cloud and procedural model dataset of field-grown maize from a diversity panel	83
The Importance of Using Realistic 3D Canopy Models to Calculate Light Interception in the Field	76
Deep Learning Enables Instant and Versatile Estimation of Rice Yield Using Ground-Based RGB Images	75
Enhancing Green Fraction Estimation in Rice and Wheat Crops: A Self-Supervised Deep Learning Semantic Segmentation Approach	68
KDOSS-net: Knowledge distillation-based outpainting and semantic segmentation network for crop and weed images	64
Phenotyping of Silique Morphology in Oilseed Rape Using Skeletonization with Hierarchical Segmentation	50
A Mechanistic Model for Estimating Rice Photosynthetic Capacity and Stomatal Conductance from Sun-Induced Chlorophyll Fluorescence	49
Rice Plant Counting, Locating, and Sizing Method Based on High-Throughput UAV RGB Images	48
Species-specific tree structural parameters extraction via UAV RGB-LiDAR data and multimodal instance segmentation	48
Location-guided lesions representation learning via image generation for assessing plant leaf diseases severity	48
Identifying Regenerated Saplings by Stratifying Forest Overstory Using Airborne LiDAR Data	46
UAV-based spatial sampling bridges ground measurements and satellite data for multi-scale estimation of sugar beet aboveground biomass	45
Detection and Reconstruction of Passion Fruit Branches via CNN and Bidirectional Sector Search	44
Practical Identifiability of Plant Growth Models: A Unifying Framework and Its Specification for Three Local Indices	44
Geographic-Scale Coffee Cherry Counting with Smartphones and Deep Learning	44
Noninvasive Abiotic Stress Phenotyping of Vascular Plant in Each Vegetative Organ View	44
Dynamic maize true leaf area index retrieval with KGCNN and TL and integrated 3D radiative transfer modeling for crop phenotyping	44
The Dissection of Nitrogen Response Traits Using Drone Phenotyping and Dynamic Phenotypic Analysis to Explore N Responsiveness and Associated Genetic Loci in Wheat	43
Drone-Based Digital Phenotyping to Evaluating Relative Maturity, Stand Count, and Plant Height in Dry Beans (Phaseolus vulgaris L.)	42
Rapid acquisition of ionomic and morphological data from plant seeds through fast X-ray fluorescence microscopy and computer vision	40
Rape Yield Estimation Considering Non-Foliar Green Organs Based on the General Crop Growth Model	40
3DPotatoTwin: a paired potato tuber dataset for 3D multi-sensory fusion	40
High-throughput plant phenotyping identifies and discriminates biotic and abiotic stresses in tomato	39
Maturity Classification of Rapeseed Using Hyperspectral Image Combined with Machine Learning	38
Visualization and Quantitative Evaluation of Functional Structures of Soybean Root Nodules via Synchrotron X-ray Imaging	38

3D-OGT: 3D organ growth tracking with minimum segmentation	35
Performance of stacking machine learning and volume model for improving corn above ground biomass prediction	34
Spotibot: Rapid scoring of Botrytis lesions on rose petals using deep learning and mobile computing	31
Fruit Water Stress Index of Apple Measured by Means of Temperature-Annotated 3D Point Cloud	31
MLG-YOLO: A Model for Real-Time Accurate Detection and Localization of Winter Jujube in Complex Structured Orchard Environments	31
Instance Segmentation and Berry Counting of Table Grape before Thinning Based on AS-SwinT	30
PDDD-PreTrain: A Series of Commonly Used Pre-Trained Models Support Image-Based Plant Disease Diagnosis	30
PREPs: An Open-Source Software for High-Throughput Field Plant Phenotyping	30
Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping	30