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exaly
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Journals
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Plant Phenomics
›
top-articles
Plant Phenomics
6.1
(top 5%)
impact factor
233
(top 50%)
papers
2.4K
(top 50%)
citations
25
(top 20%)
h
-index
6.3
(top 5%)
extended IF
256
all documents
2.9K
doc citations
41
(top 20%)
g
-index
Top Articles
#
Title
Journal
Year
Citations
1
Convolutional Neural Networks for Image-Based High-Throughput Plant Phenotyping: A Review
Plant Phenomics
2020
187
2
Plant Phenotyping: Past, Present, and Future
Plant Phenomics
2019
171
3
How Convolutional Neural Networks Diagnose Plant Disease
Plant Phenomics
2019
152
4
Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods
Plant Phenomics
2020
128
5
A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting
Plant Phenomics
2019
114
6
RhizoVision Crown: An Integrated Hardware and Software Platform for Root Crown Phenotyping
Plant Phenomics
2020
74
7
Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods
Plant Phenomics
2021
60
8
In Vivo
Phenotyping for the Early Detection of Drought Stress in Tomato
Plant Phenomics
2019
60
9
MVS-Pheno: A Portable and Low-Cost Phenotyping Platform for Maize Shoots Using Multiview Stereo 3D Reconstruction
Plant Phenomics
2020
51
10
Development of Optimized Phenomic Predictors for Efficient Plant Breeding Decisions Using Phenomic-Assisted Selection in Soybean
Plant Phenomics
2019
50
11
UAS-Based Plant Phenotyping for Research and Breeding Applications
Plant Phenomics
2021
44
12
Soybean Root System Architecture Trait Study through Genotypic, Phenotypic, and Shape-Based Clusters
Plant Phenomics
2020
40
13
Applying FAIR Principles to Plant Phenotypic Data Management in GnpIS
Plant Phenomics
2019
38
14
Precision Phenotyping Reveals Novel Loci for Quantitative Resistance to Septoria Tritici Blotch
Plant Phenomics
2019
37
15
The Application of UAV-Based Hyperspectral Imaging to Estimate Crop Traits in Maize Inbred Lines
Plant Phenomics
2021
33
16
Enhanced Field-Based Detection of Potato Blight in Complex Backgrounds Using Deep Learning
Plant Phenomics
2021
32
17
Estimates of Maize Plant Density from UAV RGB Images Using Faster-RCNN Detection Model: Impact of the Spatial Resolution
Plant Phenomics
2021
32
18
Semantic Segmentation of Sorghum Using Hyperspectral Data Identifies Genetic Associations
Plant Phenomics
2020
32
19
High-Throughput Measurements of Stem Characteristics to Estimate Ear Density and Above-Ground Biomass
Plant Phenomics
2019
31
20
An Exploration of Deep-Learning Based Phenotypic Analysis to Detect Spike Regions in Field Conditions for UK Bread Wheat
Plant Phenomics
2019
30
21
A High-Throughput Phenotyping System Using Machine Vision to Quantify Severity of Grapevine Powdery Mildew
Plant Phenomics
2019
29
22
Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications
Plant Phenomics
2021
28
23
Monitoring Maize Lodging Grades via Unmanned Aerial Vehicle Multispectral Image
Plant Phenomics
2019
28
24
Machine Learning-Based Presymptomatic Detection of Rice Sheath Blight Using Spectral Profiles
Plant Phenomics
2020
28
25
Simultaneous Prediction of Wheat Yield and Grain Protein Content Using Multitask Deep Learning from Time-Series Proximal Sensing
Plant Phenomics
2022
28
26
Nondestructive Phenomic Tools for the Prediction of Heat and Drought Tolerance at Anthesis in
Brassica
Species
Plant Phenomics
2019
27
27
Semiautomated 3D Root Segmentation and Evaluation Based on X-Ray CT Imagery
Plant Phenomics
2021
26
28
Plant Phenotyping: Past, Present, and Future
Plant Phenomics
2019
26
29
The Use of High-Throughput Phenotyping for Assessment of Heat Stress-Induced Changes in Arabidopsis
Plant Phenomics
2020
26
30
Repeated Multiview Imaging for Estimating Seedling Tiller Counts of Wheat Genotypes Using Drones
Plant Phenomics
2020
26
31
Latent Space Phenotyping: Automatic Image-Based Phenotyping for Treatment Studies
Plant Phenomics
2020
26
32
Shortwave Radiation Calculation for Forest Plots Using Airborne LiDAR Data and Computer Graphics
Plant Phenomics
2022
26
33
Easy MPE: Extraction of Quality Microplot Images for UAV-Based High-Throughput Field Phenotyping
Plant Phenomics
2019
25
34
Nondestructive 3D Image Analysis Pipeline to Extract Rice Grain Traits Using X-Ray Computed Tomography
Plant Phenomics
2020
25
35
A Deep Learning-Based Phenotypic Analysis of Rice Root Distribution from Field Images
Plant Phenomics
2020
24
36
Using High-Throughput Phenotyping to Explore Growth Responses to Mycorrhizal Fungi and Zinc in Three Plant Species
Plant Phenomics
2019
23
37
Field Phenomics: Will It Enable Crop Improvement?
Plant Phenomics
2021
22
38
Acquired Traits Contribute More to Drought Tolerance in Wheat Than in Rice
Plant Phenomics
2020
22
39
Phenotyping Tomato Root Developmental Plasticity in Response to Salinity in Soil Rhizotrons
Plant Phenomics
2021
21
40
Qualification of Soybean Responses to Flooding Stress Using UAV-Based Imagery and Deep Learning
Plant Phenomics
2021
21
41
Plant Phenomics: Emerging Transdisciplinary Science
Plant Phenomics
2019
21
42
Application of UAV Multisensor Data and Ensemble Approach for High-Throughput Estimation of Maize Phenotyping Traits
Plant Phenomics
2022
21
43
Plant Phenomics: Emerging Transdisciplinary Science
Plant Phenomics
2019
20
44
A Review of High-Throughput Field Phenotyping Systems: Focusing on Ground Robots
Plant Phenomics
2022
20
45
High-Throughput UAV Image-Based Method Is More Precise Than Manual Rating of Herbicide Tolerance
Plant Phenomics
2019
19
46
High-Throughput Phenotyping of Dynamic Canopy Traits Associated with Stay-Green in Grain Sorghum
Plant Phenomics
2020
19
47
A High-Throughput Phenotyping Pipeline for Image Processing and Functional Growth Curve Analysis
Plant Phenomics
2020
19
48
Using Machine Learning to Develop a Fully Automated Soybean Nodule Acquisition Pipeline (SNAP)
Plant Phenomics
2021
18
49
High-Throughput Rice Density Estimation from Transplantation to Tillering Stages Using Deep Networks
Plant Phenomics
2020
18
50
Deep Learning for Strawberry Canopy Delineation and Biomass Prediction from High-Resolution Images
Plant Phenomics
2022
18
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