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Latest Articles

From Images to Loci: Applying 3D Deep Learning to Enable Multivariate and Multitemporal Digital Phenotyping and Mapping the Genetics Underlying Nitrogen Use Efficiency in Wheat

Jiawei Chen, Qing Li & Dong Jiang  |  19 Dec 2024
Abstract   |  PDF   |  Fulltext

Informed-Learning-Guided Visual Question Answering Model of Crop Disease

Yunpeng Zhao, Shansong Wang, Qingtian Zeng, Weijian Ni, Hua Duan, Nengfu Xie & Fengjin Xiao  |  16 Dec 2024
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Coupling PROSPECT with Prior Estimation of Leaf Structure to Improve the Retrieval of Leaf Nitrogen Content in Ginkgo from Bidirectional Reflectance Factor Spectra

Kai Zhou, Saiting Qiu, Fuliang Cao, Guibin Wang & Lin Cao  |  13 Dec 2024
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A Field-to-Parameter Pipeline for Analyzing and Simulating Root System Architecture of Woody Perennials: Application to Grapevine Rootstocks

Lukas Fichtl, Daniel Leitner, Andrea Schnepf, Dominik Schmidt, Katrin Kahlen & Matthias Friedel  |  11 Dec 2024
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PanicleNeRF: Low-Cost, High-Precision In-Field Phenotyping of Rice Panicles with Smartphone

Xin Yang, Xuqi Lu, Pengyao Xie, Ziyue Guo, Hui Fang, Haowei Fu, Xiaochun Hu, Zhenbiao Sun & Haiyan Cen  |  05 Dec 2024
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Estimating Leaf Nitrogen Accumulation Considering Vertical Heterogeneity Using Multiangular Unmanned Aerial Vehicle Remote Sensing in Wheat

Yuanyuan Pan, Jingyu Li, Jiayi Zhang, Jiaoyang He, Zhihao Zhang, Xia Yao, Tao Cheng, Yan Zhu, Weixing Cao & Yongchao Tian  |  05 Dec 2024
Abstract   |  PDF   |  Fulltext

Drone-Based Digital Phenotyping to Evaluating Relative Maturity, Stand Count, and Plant Height in Dry Beans (Phaseolus vulgaris L.)

Leonardo Volpato, Evan M. Wright & Francisco E. Gomez  |  28 Nov 2024
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Seasonal Fluctuations and Vertical Heterogeneity of Biochemical–Structural Parameters in Wetland Emergent Aquatic Vegetation

Huaijing Wang, Yunmei Li, Jianguang Wen, Gaolun Wang, Huaiqing Liu & Heng Lyu  |  28 Nov 2024
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One to All: Toward a Unified Model for Counting Cereal Crop Heads Based on Few-Shot Learning

Qiang Wang, Xijian Fan, Ziqing Zhuang, Tardi Tjahjadi, Shichao Jin, Honghua Huan & Qiaolin Ye  |  28 Nov 2024
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Seasonal Fluctuations and Vertical Heterogeneity of Biochemical–Structural Parameters in Wetland Emergent Aquatic Vegetation

Huaijing Wang, Yunmei Li, Jianguang Wen, Gaolun Wang, Huaiqing Liu & Heng Lyu  |  28 Nov 2024
Abstract   |  PDF   |  Fulltext

One to All: Toward a Unified Model for Counting Cereal Crop Heads Based on Few-Shot Learning

Qiang Wang, Xijian Fan, Ziqing Zhuang, Tardi Tjahjadi, Shichao Jin, Honghua Huan & Qiaolin Ye  |  28 Nov 2024
Abstract   |  PDF   |  Fulltext

PlanText: Gradually Masked Guidance to Align Image Phenotypes with Trait Descriptions for Plant Disease Texts

Kejun Zhao, Xingcai Wu, Yuanyuan Xiao, Sijun Jiang, Peijia Yu, Yazhou Wang & Qi Wang  |  26 Nov 2024
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