OOIR: Observatory of International Research

Papers

(The H4-Index of Plant Phenomics is 19. 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 2020-07-01 to 2024-07-01.)

Article	Citations
Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods	68
UAS-Based Plant Phenotyping for Research and Breeding Applications	43
Enhanced Field-Based Detection of Potato Blight in Complex Backgrounds Using Deep Learning	39
The Application of UAV-Based Hyperspectral Imaging to Estimate Crop Traits in Maize Inbred Lines	33
Estimates of Maize Plant Density from UAV RGB Images Using Faster-RCNN Detection Model: Impact of the Spatial Resolution	33
Simultaneous Prediction of Wheat Yield and Grain Protein Content Using Multitask Deep Learning from Time-Series Proximal Sensing	30
Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications	29
Application of UAV Multisensor Data and Ensemble Approach for High-Throughput Estimation of Maize Phenotyping Traits	28
Shortwave Radiation Calculation for Forest Plots Using Airborne LiDAR Data and Computer Graphics	28
A Review of High-Throughput Field Phenotyping Systems: Focusing on Ground Robots	27
Qualification of Soybean Responses to Flooding Stress Using UAV-Based Imagery and Deep Learning	26
Semiautomated 3D Root Segmentation and Evaluation Based on X-Ray CT Imagery	25
A Multiscale Point-Supervised Network for Counting Maize Tassels in the Wild	25
Field Phenomics: Will It Enable Crop Improvement?	22
Phenotyping Tomato Root Developmental Plasticity in Response to Salinity in Soil Rhizotrons	22
Deep Learning for Strawberry Canopy Delineation and Biomass Prediction from High-Resolution Images	21
Spectral Preprocessing Combined with Deep Transfer Learning to Evaluate Chlorophyll Content in Cotton Leaves	20
Development and Validation of a Deep Learning Based Automated Minirhizotron Image Analysis Pipeline	19
Classification of Rice Yield Using UAV-Based Hyperspectral Imagery and Lodging Feature	19