Bridging Time-series Image Phenotyping and Functional-Structural Plant Modeling to Predict Adventitious Root System Architecture [0.03%]
连接时间序列图像表型和功能结构植物建模以预测不定根系统构型
Sriram Parasurama,Darshi Banan,Kyungdahm Yun et al.
Sriram Parasurama et al.
Root system architecture (RSA) is an important measure of how plants navigate and interact with the soil environment. However, current methods in studying RSA must make tradeoffs between precision of data and proximity to natural conditions...
Laëtitia Lemiere,Marc Jaeger,Marie Gosme et al.
Laëtitia Lemiere et al.
Agroforestry systems are complex due to the diverse interactions between their elements, and they develop over several decades. Existing numerical models focus either on the structure or on the functions of agroforestry systems. However, bo...
Exploring the Close-Range Detection of UAV-Based Images on Pine Wilt Disease by an Improved Deep Learning Method [0.03%]
基于改进深度学习方法的无人机影像 pine wilt病害近距检测研究
Xinquan Ye,Jie Pan,Gaosheng Liu et al.
Xinquan Ye et al.
Pine wilt disease (PWD) is a significantly destructive forest disease. To control the spread of PWD, an urgent need exists for a real-time and efficient method to detect infected trees. However, existing object detection models have often f...
Bio-Master: Design and Validation of a High-Throughput Biochemical Profiling Platform for Crop Canopies [0.03%]
生物大师：作物冠层生化谱分析的高通量设计与验证平台的设计与验证
Ruowen Liu,Pengyan Li,Zejun Li et al.
Ruowen Liu et al.
Accurate assessment of crop biochemical profiles plays a crucial role in diagnosing their physiological status. The conventional destructive methods, although reliable, demand extensive laboratory work for measuring various traits. On the o...
Noninvasive Detection of Salt Stress in Cotton Seedlings by Combining Multicolor Fluorescence-Multispectral Reflectance Imaging with EfficientNet-OB2 [0.03%]
基于EfficientNet-OB2的多光谱荧光-反射成像非侵入式检测棉花幼苗盐胁迫技术
Jiayi Li,Haiyan Zeng,Chenxin Huang et al.
Jiayi Li et al.
Salt stress is considered one of the primary threats to cotton production. Although cotton is found to have reasonable salt tolerance, it is sensitive to salt stress during the seedling stage. This research aimed to propose an effective met...
Lightweight Deep Learning Models for High-Precision Rice Seedling Segmentation from UAV-Based Multispectral Images [0.03%]
基于无人机多光谱影像的水稻苗高精度分割的轻量级深度学习模型
Panli Zhang,Xiaobo Sun,Donghui Zhang et al.
Panli Zhang et al.
Accurate segmentation and detection of rice seedlings is essential for precision agriculture and high-yield cultivation. However, current methods suffer from high computational complexity and poor robustness to different rice varieties and ...
Semi-supervised Counting of Grape Berries in the Field Based on Density Mutual Exclusion [0.03%]
基于密度互斥的半监督葡萄果实田间计数方法
Yanan Li,Yuling Tang,Yifei Liu et al.
Yanan Li et al.
Automated counting of grape berries has become one of the most important tasks in grape yield prediction. However, dense distribution of berries and the severe occlusion between berries bring great challenges to counting algorithm based on ...
Making the Genotypic Variation Visible: Hyperspectral Phenotyping in Scots Pine Seedlings [0.03%]
揭示基因型差异： Scots 松苗的高光谱表型分析
Jan Stejskal,Jaroslav Čepl,Eva Neuwirthová et al.
Jan Stejskal et al.
Hyperspectral reflectance contains valuable information about leaf functional traits, which can indicate a plant's physiological status. Therefore, using hyperspectral reflectance for high-throughput phenotyping of foliar traits could be a ...
LiDAR Is Effective in Characterizing Vine Growth and Detecting Associated Genetic Loci [0.03%]
利用激光雷达表征葡萄生长及检测相关遗传位点有效果好
Elsa Chedid,Komlan Avia,Vincent Dumas et al.
Elsa Chedid et al.
The strong societal demand to reduce pesticide use and adaptation to climate change challenges the capacities of phenotyping new varieties in the vineyard. High-throughput phenotyping is a way to obtain meaningful and reliable information o...
A Pathway to Assess Genetic Variation of Wheat Germplasm by Multidimensional Traits with Digital Images [0.03%]
基于多维度数字图像的评估小麦种质遗传变异的新途径
Tingting Wu,Peng Shen,Jianlong Dai et al.
Tingting Wu et al.
In this paper, a new pathway was proposed to assess the germplasm genetic variation by multidimensional traits of wheat seeds generated from digital images. A machine vision platform was first established to reconstruct wheat germplasm 3D m...