Plant Phenomics Open Access Editors-in-Chief: Seishi Ninomiya, Frédéric Baret, Yanfeng Ding, Zong-Ming Cheng
Home Plant Phenomics All Issues Volume 6
Volume 6, 2024
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RESEARCH ARTICLE
Research Article | Open Access
Simulation of Automatically Annotated Visible and Multi-/Hyperspectral Images Using the Helios 3D Plant and Radiative Transfer Modeling Framework
Tong Lei, Jan Graefe, Ismael K. Mayanja, [...], Mason Earles, Brian N. Bailey << Fewer
Published: 30 May 2024
2024, 6: 0189
Research Article | Open Access
From Neglecting to Including Cultivar-Specific Per Se Temperature Responses: Extending the Concept of Thermal Time in Field Crops
Lukas Roth, Martina Binder, Norbert Kirchgessner, [...], Flavian Tschurr, Steven Yates, Andreas Hund, Lukas Kronenberg, Achim Walter << Fewer
Published: 01 June 2024
2024, 6: 0185
Research Article | Open Access
AAUConvNeXt: Enhancing Crop Lodging Segmentation with Optimized Deep Learning Architectures
Panli Zhang, Longhui Niu, Mengchen Cai, [...], Hongxu Chen, Xiaobo Sun << Fewer
Published: 25 April 2024
2024, 6: 0182
Research Article | Open Access
Three-Dimensional Leaf Edge Reconstruction Combining Two- and Three-Dimensional Approaches
Hidekazu Murata, Koji Noshita
Published: 09 May 2024
2024, 6: 0181
Research Article | Open Access
Noninvasive Abiotic Stress Phenotyping of Vascular Plant in Each Vegetative Organ View
Libin Wu, Han Shao, Jiayi Li, [...], Chen Chen, Nana Hu, Biyun Yang, Haiyong Weng, Lirong Xiang, Dapeng Ye << Fewer
Published: 22 May 2024
2024, 6: 0180
Research Article | Open Access
AppleQSM: Geometry-Based 3D Characterization of Apple Tree Architecture in Orchards
Tian Qiu, Tao Wang, Tao Han, [...], Kaspar Kuehn, Lailiang Cheng, Cheng Meng, Xiangtao Xu, Kenong Xu, Jiang Yu << Fewer
Published: 08 May 2024
2024, 6: 0179
Research Article | Open Access
Toward Real Scenery: A Lightweight Tomato Growth Inspection Algorithm for Leaf Disease Detection and Fruit Counting
Rui Kang, Jiaxin Huang, Xuehai Zhou, [...], Ni Ren, Shangpeng Sun << Fewer
Published: 15 April 2024
2024, 6: 0174
Research Article | Open Access
A Framework for Single-Panicle Litchi Flower Counting by Regression with Multitask Learning
Jiaquan Lin, Jun Li, Zhe Ma, [...], Can Li, Guangwen Huang, Huazhong Lu << Fewer
Published: 15 April 2024
2024, 6: 0172
Research Article | Open Access
Out-of-Distribution Detection Algorithms for Robust Insect Classification
Mojdeh Saadati, Aditya Balu, Shivani Chiranjeevi, [...], Talukder Zaki Jubery, Asheesh K. Singh, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian << Fewer
Published: 30 April 2024
2024, 6: 0170
Research Article | Open Access
A Precise Framework for Rice Leaf Disease Image–Text Retrieval Using FHTW-Net
Hongliang Zhou, Yufan Hu, Shuai Liu, [...], Guoxiong Zhou, Jiaxin Xu, Aibin Chen, Yanfeng Wang, Liujun Li, Yahui Hu << Fewer
Published: 25 April 2024
2024, 6: 0168
Research Article | Open Access
Three-Dimensional Modeling of Maize Canopies Based on Computational Intelligence
Yandong Wu, Weiliang Wen, Shenghao Gu, [...], Guanmin Huang, Chuanyu Wang, Xianju Lu, Pengliang Xiao, Xinyu Guo, Linsheng Huang << Fewer
Published: 20 March 2024
2024, 6: 0160
Research Article | Open Access
Fine-Scale Quantification of Absorbed Photosynthetically Active Radiation (APAR) in Plantation Forests with 3D Radiative Transfer Modeling and LiDAR Data
Xun Zhao, Jianbo Qi, Zhexiu Yu, [...], Lijuan Yuan, Huaguo Huang << Fewer
Published: 08 April 2024
2024, 6: 0166
Research Article | Open Access
Microfluidic Device for Simple Diagnosis of Plant Growth Condition by Detecting miRNAs from Filtered Plant Extracts
Yaichi Kawakatsu, Ryo Okada, Mitsuo Hara, [...], Hiroki Tsutsui, Naoki Yanagisawa, Tetsuya Higashiyama, Akihide Arima, Yoshinobu Baba, Ken-ichi Kurotani, Michitaka Notaguchi << Fewer
Published: 03 April 2024
2024, 6: 0162
Research Article | Open Access
Improved Transformer for Time Series Senescence Root Recognition
Hui Tang, Xue Cheng, Qiushi Yu, [...], JiaXi Zhang, Nan Wang, Liantao Liu << Fewer
Published: 15 April 2024
2024, 6: 0159
Research Article | Open Access
Fast and Efficient Root Phenotyping via Pose Estimation
Elizabeth M. Berrigan, Lin Wang, Hannah Carrillo, [...], Kimberly Echegoyen, Mikayla Kappes, Jorge Torres, Angel Ai-Perreira, Erica McCoy, Emily Shane, Charles D. Copeland, Lauren Ragel, Charidimos Georgousakis, Sanghwa Lee, Dawn Reynolds, Avery Talgo, Juan Gonzalez, Ling Zhang, Ashish B. Rajurkar, Michel Ruiz, Erin Daniels, Liezl Maree, Shree Pariyar, Wolfgang Busch, Talmo D. Pereira << Fewer
Published: 12 April 2024
2024, 6: 0175
Research Article | Open Access
High-Throughput Spike Detection in Greenhouse Cultivated Grain Crops with Attention Mechanisms-Based Deep Learning Models
Sajid Ullah, Klára Panzarová, Martin Trtílek, [...], Matej Lexa, Vojtěch Máčala, Kerstin Neumann, Thomas Altmann, Jan Hejátko, Markéta Pernisová, Evgeny Gladilin << Fewer
Published: 11 March 2024
2024, 6: 0155
Research Article | Open Access
Using UAV-Based Temporal Spectral Indices to Dissect Changes in the Stay-Green Trait in Wheat
Rui Yu, Xiaofeng Cao, Jia Liu, [...], Ruiqi Nie, Chuanliang Zhang, Meng Yuan, Yanchuan Huang, Xinzhe Liu, Weijun Zheng, Changfa Wang, Tingting Wu, Baofeng Su, Zhensheng Kang, Qingdong Zeng, Dejun Han, Jianhui Wu << Fewer
Published: 30 April 2024
2024, 6: 0171
Research Article | Open Access
Time-Series Field Phenotyping of Soybean Growth Analysis by Combining Multimodal Deep Learning and Dynamic Modeling
Hui Yu, Lin Weng, Songquan Wu, [...], Jingjing He, Yilin Yuan, Jun Wang, Xiaogang Xu, Xianzhong Feng << Fewer
Published: 20 March 2024
2024, 6: 0158
Research Article | Open Access
Mitigating Illumination-, Leaf-, and View-Angle Dependencies in Hyperspectral Imaging Using Polarimetry
Daniel Krafft, Clifton G. Scarboro, William Hsieh, [...], Colleen Doherty, Peter Balint-Kurti, Michael Kudenov << Fewer
Published: 22 March 2023
2024, 6: 0157
Research Article | Open Access
Geographic-Scale Coffee Cherry Counting with Smartphones and Deep Learning
Juan Camilo Rivera-Palacio, Christian Bunn, Eric Rahn, [...], Daisy Little-Savage, Paul Günter Schmidt, Masahiro Ryo << Fewer
Published: 03 April 2024
2024, 6: 0165
Research Article | Open Access
Dynamic Analysis of Chlorophyll a Fluorescence in Response to Time-Variant Excitations during Strong Actinic Illumination and Application in Probing Plant Water Loss
Junqing Chen, Ya Guo, Jinglu Tan
Published: 16 February 2024
2024, 6: 0151
Research Article | Open Access
Practical Considerations and Limitations of Using Leaf and Canopy Temperature Measurements as a Stomatal Conductance Proxy: Sensitivity across Environmental Conditions, Scale, and Sample Size
Ismael K. Mayanja, Christine H. Diepenbrock, Vincent Vadez, [...], Tong Lei, Brian N. Bailey << Fewer
Published: 15 April 2024
2024, 6: 0169
Research Article | Open Access
Handling the Challenges of Small-Scale Labeled Data and Class Imbalances in Classifying the N and K Statuses of Rubber Leaves Using Hyperspectroscopy Techniques
Wenfeng Hu, Weihao Tang, Chuang Li, [...], Jinjing Wu, Hong Liu, Chao Wang, Xiaochuan Luo, Rongnian Tang << Fewer
Published: 20 March 2024
2024, 6: 0154
Research Article | Open Access
Establishing a Gross Primary Productivity Model by SIF and PRI on the Rice Canopy
Zhanhao Zhang, Jianmao Guo, Shihui Han, [...], Shuyuan Jin, Lei Zhang << Fewer
Published: 01 February 2024
2024, 6: 0144
Research Article | Open Access
DC2Net: An Asian Soybean Rust Detection Model Based on Hyperspectral Imaging and Deep Learning
Jiarui Feng, Shenghui Zhang, Zhaoyu Zhai, [...], Hongfeng Yu, Huanliang Xu << Fewer
Published: 05 April 2024
2024, 6: 0163
Research Article | Open Access
Practical Identifiability of Plant Growth Models: A Unifying Framework and Its Specification for Three Local Indices
Jean Velluet, Antonin Della Noce, Véronique Letort
Published: 09 February 2024
2024, 6: 0133
Research Article | Open Access
Genome-Wide Network Analysis of Above- and Below-Ground Co-growth in Populus euphratica
Kaiyan Lu, Huiying Gong, Dengcheng Yang, [...], Meixia Ye, Qing Fang, Xiao-Yu Zhang, Rongling Wu << Fewer
Published: 05 January 2024
2024, 6: 0131
Research Article | Open Access
Maturity Classification of Rapeseed Using Hyperspectral Image Combined with Machine Learning
Hui Feng, Yongqi Chen, Jingyan Song, [...], Bingjie Lu, Caixia Shu, Jiajun Qiao, Yitao Liao, Wanneng Yang << Fewer
Published: 26 March 2024
2024, 6: 0139
Research Article | Open Access
Identifying Regenerated Saplings by Stratifying Forest Overstory Using Airborne LiDAR Data
Liming Du, Yong Pang
Published: 08 February 2024
2024, 6: 0145
Research Article | Open Access
In Situ Root Dataset Expansion Strategy Based on an Improved CycleGAN Generator
Qiushi Yu, Nan Wang, Hui Tang, [...], JiaXi Zhang, Rui Xu, Liantao Liu << Fewer
Published: 12 February 2024
2024, 6: 0148
Research Article | Open Access
A Multi-Target Regression Method to Predict Element Concentrations in Tomato Leaves Using Hyperspectral Imaging
Andrés Aguilar-Ariza, Naoyuki Sotta, Toru Fujiwara, [...], Wei Guo, Takehiro Kamiya << Fewer
Published: 29 January 2024
2024, 6: 0146
Research Article | Open Access
Channel Attention GAN-Based Synthetic Weed Generation for Precise Weed Identification
Tang Li, Motoaki Asai, Yoichiro Kato, [...], Yuya Fukano, Wei Guo << Fewer
Published: 28 March 2024
2024, 6: 0122
Research Article | Open Access
Automatic Root Length Estimation from Images Acquired In Situ without Segmentation
Faina Khoroshevsky, Kaining Zhou, Sharon Chemweno, [...], Yael Edan, Aharon Bar-Hillel, Ofer Hadar, Boris Rewald, Pavel Baykalov, Jhonathan E. Ephrath, Naftali Lazarovitch << Fewer
Published: 12 January 2024
2024, 6: 0132
Research Article | Open Access
DomAda-FruitDet: Domain-Adaptive Anchor-Free Fruit Detection Model for Auto Labeling
Wenli Zhang, Chao Zheng, Chenhuizi Wang, Wei Guo
Published: 22 January 2024
2024, 6: 0135
Research Article | Open Access
PAT (Periderm Assessment Toolkit): A Quantitative and Large-Scale Screening Method for Periderm Measurements
Gonzalo Villarino, Signe Dahlberg-Wright, Ling Zhang, [...], Marianne Schaedel, Lin Wang, Karyssa Miller, Jack Bartlett, Albert Martin Dang Vu, Wolfgang Busch << Fewer
Published: 29 March 2024
2024, 6: 0156
DATABASE/SOFTWARE ARTICLE
Database/Software Article | Open Access
IHUP: An Integrated High-Throughput Universal Phenotyping Software Platform to Accelerate Unmanned-Aerial-Vehicle-Based Field Plant Phenotypic Data Extraction and Analysis
Botao Wang, Chenghai Yang, Jian Zhang, [...], Yunhao You, Hongming Wang, Wanneng Yang << Fewer
Published: 15 May 2024
2024, 6: 0164
REVIEW ARTICLE
Review Article | Open Access
The State of the Art in Root System Architecture Image Analysis Using Artificial Intelligence: A Review
Brandon J. Weihs, Deborah-Jo Heuschele, Zhou Tang, [...], Larry M. York, Zhiwu Zhang, Zhanyou Xu << Fewer
Published: 18 April 2024
2024, 6: 0178
Review Article | Open Access
Functional–Structural Plant Model “GreenLab”: A State-of-the-Art Review
Xiujuan Wang, Jing Hua, Mengzhen Kang, [...], Haoyu Wang, Philippe de Reffye << Fewer
Published: 07 February 2024
2024, 6: 0118
Review Article | Open Access
Advancements in Imaging Sensors and AI for Plant Stress Detection: A Systematic Literature Review
Jason John Walsh, Eleni Mangina, Sonia Negrão
Published: 01 March 2024
2024, 6: 0153