Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods [0.03%]
全球小麦穗检测（GWHD）数据集：开发和评估小麦穗检测方法的高分辨率RGB图像大型多样数据集
Etienne David,Simon Madec,Pouria Sadeghi-Tehran et al.
Etienne David et al.
The detection of wheat heads in plant images is an important task for estimating pertinent wheat traits including head population density and head characteristics such as health, size, maturity stage, and the presence of awns. Several studi...
Nondestructive 3D Image Analysis Pipeline to Extract Rice Grain Traits Using X-Ray Computed Tomography [0.03%]
基于X射线计算机断层扫描的水稻三维无损检测系统及图像分析管道方法
Weijuan Hu,Can Zhang,Yuqiang Jiang et al.
Weijuan Hu et al.
The traits of rice panicles play important roles in yield assessment, variety classification, rice breeding, and cultivation management. Most traditional grain phenotyping methods require threshing and thus are time-consuming and labor-inte...
An Analysis of Soil Coring Strategies to Estimate Root Depth in Maize (Zea mays) and Common Bean (Phaseolus vulgaris) [0.03%]
估算玉米和普通豆类根深的土壤取芯策略分析
James D Burridge,Christopher K Black,Eric A Nord et al.
James D Burridge et al.
A soil coring protocol was developed to cooptimize the estimation of root length distribution (RLD) by depth and detection of functionally important variation in root system architecture (RSA) of maize and bean. The functional-structural mo...
A Deep Learning-Based Phenotypic Analysis of Rice Root Distribution from Field Images [0.03%]
基于深度学习的水稻根系分布表型分析：来自田间图片的新方法
S Teramoto,Y Uga
S Teramoto
Root distribution in the soil determines plants' nutrient and water uptake capacity. Therefore, root distribution is one of the most important factors in crop production. The trench profile method is used to observe the root distribution un...
RhizoVision Crown: An Integrated Hardware and Software Platform for Root Crown Phenotyping [0.03%]
RhizoVision冠：一种用于根茎表型分析的软硬件集成平台
Anand Seethepalli,Haichao Guo,Xiuwei Liu et al.
Anand Seethepalli et al.
Root crown phenotyping measures the top portion of crop root systems and can be used for marker-assisted breeding, genetic mapping, and understanding how roots influence soil resource acquisition. Several imaging protocols and image analysi...
Sam Sultan,Joseph Snider,Adam Conn et al.
Sam Sultan et al.
Numerous types of biological branching networks, with varying shapes and sizes, are used to acquire and distribute resources. Here, we show that plant root and shoot architectures share a fundamental design property. We studied the spatial ...
Hierarchical Canonical Correlation Analysis Reveals Phenotype, Genotype, and Geoclimate Associations in Plants [0.03%]
层次规范关联分析揭示植物表型、基因型和地理气候的关系
Raphael Petegrosso,Tianci Song,Rui Kuang
Raphael Petegrosso
The local environment of the geographical origin of plants shaped their genetic variations through environmental adaptation. While the characteristics of the local environment correlate with the genotypes and other genomic features of the p...
Computing on Phenotypic Descriptions for Candidate Gene Discovery and Crop Improvement [0.03%]
基于表型描述的候选基因鉴定及作物育种研究中的计算方法学问题
Ian R Braun,Colleen F Yanarella,Carolyn J Lawrence-Dill
Ian R Braun
Many newly observed phenotypes are first described, then experimentally manipulated. These language-based descriptions appear in both the literature and in community datastores. To standardize phenotypic descriptions and enable simple data ...
Soybean Root System Architecture Trait Study through Genotypic, Phenotypic, and Shape-Based Clusters [0.03%]
基于基因型、表型和形状的群组对大豆根系构型性状进行研究
Kevin G Falk,Talukder Zaki Jubery,Jamie A O&#x;Rourke et al.
Kevin G Falk et al.
We report a root system architecture (RSA) traits examination of a larger scale soybean accession set to study trait genetic diversity. Suffering from the limitation of scale, scope, and susceptibility to measurement variation, RSA traits a...
MVS-Pheno: A Portable and Low-Cost Phenotyping Platform for Maize Shoots Using Multiview Stereo 3D Reconstruction [0.03%]
基于多视角立体视觉的玉米株型表型平台MVS-Pheno研发及验证
Sheng Wu,Weiliang Wen,Yongjian Wang et al.
Sheng Wu et al.
Plant phenotyping technologies play important roles in plant research and agriculture. Detailed phenotypes of individual plants can guide the optimization of shoot architecture for plant breeding and are useful to analyze the morphological ...