Detecting Sorghum Plant and Head Features from Multispectral UAV Imagery by Yan Zhao, Bangyou Zheng, Scott C. Chapman, Kenneth Laws, Barbara George-Jaeggli, Graeme L. Hammer, David R. Jordan, Andries B. Potgieter

“…Plant Phenomics…”
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Eff-3DPSeg: 3D Organ-Level Plant Shoot Segmentation Using Annotation-Efficient Deep Learning by Liyi Luo, Xintong Jiang, Yu Yang, Eugene Roy Antony Samy, Mark Lefsrud, Valerio Hoyos-Villegas, Shangpeng Sun

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Enabling Breeding Selection for Biomass in Slash Pine Using UAV-Based Imaging by Zhaoying Song, Federico Tomasetto, Xiaoyun Niu, Wei Qi Yan, Jingmin Jiang, Yanjie Li

“…Plant Phenomics…”
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Detection and Identification of Tassel States at Different Maize Tasseling Stages Using UAV Imagery and Deep Learning by Jianjun Du, Jinrui Li, Jiangchuan Fan, Shenghao Gu, Xinyu Guo, Chunjiang Zhao

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Automatic Microplot Localization Using UAV Images and a Hierarchical Image-Based Optimization Method by Sara Mardanisamani, Tewodros W. Ayalew, Minhajul Arifin Badhon, Nazifa Azam Khan, Gazi Hasnat, Hema Duddu, Steve Shirtliffe, Sally Vail, Ian Stavness, Mark Eramian

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From Neglecting to Including Cultivar-Specific Per Se Temperature Responses: Extending the Concept of Thermal Time in Field Crops by Lukas Roth, Martina Binder, Norbert Kirchgessner, Flavian Tschurr, Steven Yates, Andreas Hund, Lukas Kronenberg, Achim Walter

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A Multi-Modal Open Object Detection Model for Tomato Leaf Diseases with Strong Generalization Performance Using PDC-VLD by Jinyang Li, Fengting Zhao, Hongmin Zhao, Guoxiong Zhou, Jiaxin Xu, Mingzhou Gao, Xin Li, Weisi Dai, Honliang Zhou, Yahui Hu, Mingfang He

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DomAda-FruitDet: Domain-Adaptive Anchor-Free Fruit Detection Model for Auto Labeling by Wenli Zhang, Chao Zheng, Chenhuizi Wang, Wei Guo

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UAV-Assisted Dynamic Monitoring of Wheat Uniformity toward Yield and Biomass Estimation by Yandong Yang, Qing Li, Yue Mu, Haitao Li, Hengtong Wang, Seishi Ninomiya, Dong Jiang

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Local and Global Feature-Aware Dual-Branch Networks for Plant Disease Recognition by Jianwu Lin, Xin Zhang, Yongbin Qin, Shengxian Yang, Xingtian Wen, Tomislav Cernava, Quirico Migheli, Xiaoyulong Chen

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Panicle-Cloud: An Open and AI-Powered Cloud Computing Platform for Quantifying Rice Panicles from Drone-Collected Imagery to Enable the Classification of Yield Production in Rice by Zixuan Teng, Jiawei Chen, Jian Wang, Shuixiu Wu, Riqing Chen, Yaohai Lin, Liyan Shen, Robert Jackson, Ji Zhou, Changcai Yang

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Ground-Based LiDAR Improves Phenotypic Repeatability of Above-Ground Biomass and Crop Growth Rate in Wheat by David M. Deery, Greg J. Rebetzke, Jose A. Jimenez-Berni, Anthony G. Condon, David J. Smith, Kathryn M. Bechaz, William D. Bovill

“…Plant Phenomics…”
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Practical Considerations and Limitations of Using Leaf and Canopy Temperature Measurements as a Stomatal Conductance Proxy: Sensitivity across Environmental Conditions, Scale, and... by Ismael K. Mayanja, Christine H. Diepenbrock, Vincent Vadez, Tong Lei, Brian N. Bailey

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The Use of High-Throughput Phenotyping for Assessment of Heat Stress-Induced Changes in Arabidopsis by Ge Gao, Mark A. Tester, Magdalena M. Julkowska

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Awn Image Analysis and Phenotyping Using BarbNet by Narendra Narisetti, Muhammad Awais, Muhammad Khan, Frieder Stolzenburg, Nils Stein, Evgeny Gladilin

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Frost Damage Index: The Antipode of Growing Degree Days by Flavian Tschurr, Norbert Kirchgessner, Andreas Hund, Lukas Kronenberg, Jonas Anderegg, Achim Walter, Lukas Roth

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Objective Phenotyping of Root System Architecture Using Image Augmentation and Machine Learning in Alfalfa (Medicago sativa L.) by Zhanyou Xu, Larry M. York, Anand Seethepalli, Bruna Bucciarelli, Hao Cheng, Deborah A. Samac

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Field Phenomics: Will It Enable Crop Improvement? by David M. Deery, Hamlyn G. Jones

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Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa by John Lagergren, Mirko Pavicic, Hari B. Chhetri, Larry M. York, Doug Hyatt, David Kainer, Erica M. Rutter, Kevin Flores, Jack Bailey-Bale, Marie Klein, Gail Taylor, Daniel Jacobson, Jared Streich

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Corrigendum to “Automatic Fruit Morphology Phenome and Genetic Analysis: An Application in the Octoploid Strawberry” by Laura M. Zingaretti, Amparo Monfort, Miguel Pérez-Enciso

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