OOIR: Observatory of International Research

Papers

(The H4-Index of Plant Phenomics is 29. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Robust High-Throughput Phenotyping with Deep Segmentation Enabled by a Web-Based Annotator	82
KDOSS-net: Knowledge distillation-based outpainting and semantic segmentation network for crop and weed images	69
A Mechanistic Model for Estimating Rice Photosynthetic Capacity and Stomatal Conductance from Sun-Induced Chlorophyll Fluorescence	62
Enhancing Green Fraction Estimation in Rice and Wheat Crops: A Self-Supervised Deep Learning Semantic Segmentation Approach	60
Deep Learning Enables Instant and Versatile Estimation of Rice Yield Using Ground-Based RGB Images	58
Phenotyping of Silique Morphology in Oilseed Rape Using Skeletonization with Hierarchical Segmentation	58
The Importance of Using Realistic 3D Canopy Models to Calculate Light Interception in the Field	54
Rice Plant Counting, Locating, and Sizing Method Based on High-Throughput UAV RGB Images	52
Geographic-Scale Coffee Cherry Counting with Smartphones and Deep Learning	50
Dynamic maize true leaf area index retrieval with KGCNN and TL and integrated 3D radiative transfer modeling for crop phenotyping	41
Identifying Regenerated Saplings by Stratifying Forest Overstory Using Airborne LiDAR Data	40
Noninvasive Abiotic Stress Phenotyping of Vascular Plant in Each Vegetative Organ View	39
Location-guided lesions representation learning via image generation for assessing plant leaf diseases severity	39
Practical Identifiability of Plant Growth Models: A Unifying Framework and Its Specification for Three Local Indices	38
Enabling Breeding Selection for Biomass in Slash Pine Using UAV-Based Imaging	38
Performance of stacking machine learning and volume model for improving corn above ground biomass prediction	37
Detection and Reconstruction of Passion Fruit Branches via CNN and Bidirectional Sector Search	37
Visualization and Quantitative Evaluation of Functional Structures of Soybean Root Nodules via Synchrotron X-ray Imaging	37
Rape Yield Estimation Considering Non-Foliar Green Organs Based on the General Crop Growth Model	34
Drone-Based Digital Phenotyping to Evaluating Relative Maturity, Stand Count, and Plant Height in Dry Beans (Phaseolus vulgaris L.)	34
The Dissection of Nitrogen Response Traits Using Drone Phenotyping and Dynamic Phenotypic Analysis to Explore N Responsiveness and Associated Genetic Loci in Wheat	34
How Useful Is Image-Based Active Learning for Plant Organ Segmentation?	33
EasyDAM_V2: Efficient Data Labeling Method for Multishape, Cross-Species Fruit Detection	33
Maturity Classification of Rapeseed Using Hyperspectral Image Combined with Machine Learning	33
3dCAP-Wheat: An Open-Source Comprehensive Computational Framework Precisely Quantifies Wheat Foliar, Nonfoliar, and Canopy Photosynthesis	32

Assessing the Storage Root Development of Cassava with a New Analysis Tool	31
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
Instance Segmentation and Berry Counting of Table Grape before Thinning Based on AS-SwinT	29
RGB imaging and computer vision-based approaches for identifying spike number loci for wheat	29
PDDD-PreTrain: A Series of Commonly Used Pre-Trained Models Support Image-Based Plant Disease Diagnosis	29
TrichomeYOLO: A Neural Network for Automatic Maize Trichome Counting	29