Coffee Flower Identification Using Binarization Algorithm Based on Convolutional Neural Network for Digital Images [0.03%]
基于卷积神经网络的二值化算法在数字图像中的咖啡花识别问题研究
Pengliang Wei,Ting Jiang,Huaiyue Peng et al.
Pengliang Wei et al.
Crop-type identification is one of the most significant applications of agricultural remote sensing, and it is important for yield estimation prediction and field management. At present, crop identification using datasets from unmanned aeri...
Acquired Traits Contribute More to Drought Tolerance in Wheat Than in Rice [0.03%]
在小麦中，获得性状比水稻中对耐旱性更有利
Preethi Vijayaraghavareddy,Ramu S Vemanna,Xinyou Yin et al.
Preethi Vijayaraghavareddy et al.
Drought tolerance is governed by constitutive and acquired traits. Combining them has relevance for sustaining crop productivity under drought. Mild levels of stress induce specific mechanisms that protect metabolism when stress becomes sev...
"Macrobot": An Automated Segmentation-Based System for Powdery Mildew Disease Quantification [0.03%]
“Macrobot”：一种基于分割的自动化白粉病量化系统
Stefanie Lück,Marc Strickert,Maximilian Lorbeer et al.
Stefanie Lück et al.
Managing plant diseases is increasingly difficult due to reasons such as intensifying the field production, climatic change-driven expansion of pests, redraw and loss of effectiveness of pesticides, rapid breakdown of the disease resistance...
Latent Space Phenotyping: Automatic Image-Based Phenotyping for Treatment Studies [0.03%]
基于图像的治疗研究自动表型构建方法：潜在空间表型分析法
Jordan Ubbens,Mikolaj Cieslak,Przemyslaw Prusinkiewicz et al.
Jordan Ubbens et al.
Association mapping studies have enabled researchers to identify candidate loci for many important environmental tolerance factors, including agronomically relevant tolerance traits in plants. However, traditional genome-by-environment stud...
High-Throughput Phenotyping of Dynamic Canopy Traits Associated with Stay-Green in Grain Sorghum [0.03%]
高通量检测谷物高粱持绿性的动态冠层性状
J D Liedtke,C H Hunt,B George-Jaeggli et al.
J D Liedtke et al.
Drought is a recurring phenomenon that puts crop yields at risk and threatens the livelihoods of many people around the globe. Stay-green is a drought adaption phenotype found in sorghum and other cereals. Plants expressing this phenotype s...
S Shibata,R Mizuno,H Mineno
S Shibata
The optimal control of sugar content and its associated technology is important for producing high-quality crops more stably and efficiently. Model-based reinforcement learning (RL) indicates a desirable action depending on the type of situ...
Semantic Segmentation of Sorghum Using Hyperspectral Data Identifies Genetic Associations [0.03%]
基于高光谱数据的高粱语义分割识别基因关联性
Chenyong Miao,Alejandro Pages,Zheng Xu et al.
Chenyong Miao et al.
This study describes the evaluation of a range of approaches to semantic segmentation of hyperspectral images of sorghum plants, classifying each pixel as either nonplant or belonging to one of the three organ types (leaf, stalk, panicle). ...
Convolutional Neural Networks for Image-Based High-Throughput Plant Phenotyping: A Review [0.03%]
基于图像的高通量作物表型分析中的卷积神经网络：综述
Yu Jiang,Changying Li
Yu Jiang
Plant phenotyping has been recognized as a bottleneck for improving the efficiency of breeding programs, understanding plant-environment interactions, and managing agricultural systems. In the past five years, imaging approaches have shown ...
Repeated Multiview Imaging for Estimating Seedling Tiller Counts of Wheat Genotypes Using Drones [0.03%]
基于无人机的多视角重复影像估算小麦品种分孽数
Lukas Roth,Moritz Camenzind,Helge Aasen et al.
Lukas Roth et al.
Early generation breeding nurseries with thousands of genotypes in single-row plots are well suited to capitalize on high throughput phenotyping. Nevertheless, methods to monitor the intrinsically hard-to-phenotype early development of whea...
The Use of High-Throughput Phenotyping for Assessment of Heat Stress-Induced Changes in Arabidopsis [0.03%]
高通量表型分析在评估拟南芥热应力诱导变化中的应用研究
Ge Gao,Mark A Tester,Magdalena M Julkowska
Ge Gao
The worldwide rise in heatwave frequency poses a threat to plant survival and productivity. Determining the new marker phenotypes that show reproducible response to heat stress and contribute to heat stress tolerance is becoming a priority....