End-to-End Fusion of Hyperspectral and Chlorophyll Fluorescence Imaging to Identify Rice Stresses [0.03%]
基于高光谱和叶绿素荧光图谱融合的水稻逆境识别
Chu Zhang,Lei Zhou,Qinlin Xiao et al.
Chu Zhang et al.
Herbicides and heavy metals are hazardous substances of environmental pollution, resulting in plant stress and harming humans and animals. Identification of stress types can help trace stress sources, manage plant growth, and improve stress...
3dCAP-Wheat: An Open-Source Comprehensive Computational Framework Precisely Quantifies Wheat Foliar, Nonfoliar, and Canopy Photosynthesis [0.03%]
3dCAP-小麦：一个开源的全面计算框架，可精确量化小麦叶面、非叶面和冠层光合作用
Tian-Gen Chang,Zai Shi,Honglong Zhao et al.
Tian-Gen Chang et al.
Canopy photosynthesis is the sum of photosynthesis of all above-ground photosynthetic tissues. Quantitative roles of nonfoliar tissues in canopy photosynthesis remain elusive due to methodology limitations. Here, we develop the first comple...
Robust High-Throughput Phenotyping with Deep Segmentation Enabled by a Web-Based Annotator [0.03%]
基于网页标注的深度分割技术在 robust 高通量表型分析中的应用
Jialin Yuan,Damanpreet Kaur,Zheng Zhou et al.
Jialin Yuan et al.
The abilities of plant biologists and breeders to characterize the genetic basis of physiological traits are limited by their abilities to obtain quantitative data representing precise details of trait variation, and particularly to collect...
Unsupervised Plot-Scale LAI Phenotyping via UAV-Based Imaging, Modelling, and Machine Learning [0.03%]
基于无人机成像、建模和机器学习的无监督剧本规模LAI表型分析
Qiaomin Chen,Bangyou Zheng,Karine Chenu et al.
Qiaomin Chen et al.
High-throughput phenotyping has become the frontier to accelerate breeding through linking genetics to crop growth estimation, which requires accurate estimation of leaf area index (LAI). This study developed a hybrid method to train the ra...
Shortwave Radiation Calculation for Forest Plots Using Airborne LiDAR Data and Computer Graphics [0.03%]
基于机载激光雷达数据和计算机图形技术的森林样地短波辐射量计算方法研究
Xinbo Xue,Shichao Jin,Feng An et al.
Xinbo Xue et al.
Forested environments feature a highly complex radiation regime, and solar radiation is hindered from penetrating into the forest by the 3D canopy structure; hence, canopy shortwave radiation varies spatiotemporally, seasonally, and meteoro...
Moxa Wool in Different Purities and Different Growing Years Measured by Terahertz Spectroscopy [0.03%]
基于太赫兹光谱的莫蚊纱不同纯度及不同生长年份鉴别研究
Yongni Shao,Di Zhu,Yutian Wang et al.
Yongni Shao et al.
Moxa wool is a traditional Chinese herbal medicine, which can warm channels to dispel coldness. At present, there is no unified index to evaluate the purity and growing years of moxa wool in the market. Terpineol is one of the effective sub...
Development and Validation of a Deep Learning Based Automated Minirhizotron Image Analysis Pipeline [0.03%]
基于深度学习的自动微型观根图像分析流程开发与验证
Felix Maximilian Bauer,Lena Lärm,Shehan Morandage et al.
Felix Maximilian Bauer et al.
Root systems of crops play a significant role in agroecosystems. The root system is essential for water and nutrient uptake, plant stability, symbiosis with microbes, and a good soil structure. Minirhizotrons have shown to be effective to n...
PSegNet: Simultaneous Semantic and Instance Segmentation for Point Clouds of Plants [0.03%]
基于点云的植物场景语义实例分割网络PsedNet
Dawei Li,Jinsheng Li,Shiyu Xiang et al.
Dawei Li et al.
Phenotyping of plant growth improves the understanding of complex genetic traits and eventually expedites the development of modern breeding and intelligent agriculture. In phenotyping, segmentation of 3D point clouds of plant organs such a...
Evaluation of Postharvest Senescence of Broccoli via Hyperspectral Imaging [0.03%]
基于高光谱图像的 broccoli 品质无损评价研究进展及未来前景
Xiaolei Guo,Yogesh K Ahlawat,Tie Liu et al.
Xiaolei Guo et al.
Fresh fruit and vegetables are invaluable for human health; however, their quality often deteriorates before reaching consumers due to ongoing biochemical processes and compositional changes. We currently lack any objective indices which in...
Enabling Breeding Selection for Biomass in Slash Pine Using UAV-Based Imaging [0.03%]
基于无人机成像的 slash 松生物质选育研究
Zhaoying Song,Federico Tomasetto,Xiaoyun Niu et al.
Zhaoying Song et al.
Traditional methods used to monitor the aboveground biomass (AGB) and belowground biomass (BGB) of slash pine (Pinus elliottii) rely on on-ground measurements, which are time- and cost-consuming and suited only for small spatial scales. In ...