Quantification of Photosynthetic Pigments in Neopyropia yezoensis Using Hyperspectral Imagery [0.03%]
基于高光谱影像的岛露羊栖菜光合色素定量研究
Shuai Che,Guoying Du,Xuefeng Zhong et al.
Shuai Che et al.
Phycobilisomes and chlorophyll-a (Chla) play important roles in the photosynthetic physiology of red macroalgae and serve as the primary light-harvesting antennae and reaction center for photosystem II. Neopyropia is an economically importa...
Phenotypic Analysis of Diseased Plant Leaves Using Supervised and Weakly Supervised Deep Learning [0.03%]
基于监督和弱监督深度学习的病害植株叶片表型分析
Lei Zhou,Qinlin Xiao,Mohanmed Farag Taha et al.
Lei Zhou et al.
Deep learning and computer vision have become emerging tools for diseased plant phenotyping. Most previous studies focused on image-level disease classification. In this paper, pixel-level phenotypic feature (the distribution of spot) was a...
Rice Plant Counting, Locating, and Sizing Method Based on High-Throughput UAV RGB Images [0.03%]
基于无人机RGB图像的高通量水稻植株计数、定位和大小测定方法
Xiaodong Bai,Pichao Liu,Zhiguo Cao et al.
Xiaodong Bai et al.
Rice plant counting is crucial for many applications in rice production, such as yield estimation, growth diagnosis, disaster loss assessment, etc. Currently, rice counting still heavily relies on tedious and time-consuming manual operation...
From Prototype to Inference: A Pipeline to Apply Deep Learning in Sorghum Panicle Detection [0.03%]
从原型到推理：在高粱穗检测中应用深度学习的流程体系
Chrisbin James,Yanyang Gu,Andries Potgieter et al.
Chrisbin James et al.
Head (panicle) density is a major component in understanding crop yield, especially in crops that produce variable numbers of tillers such as sorghum and wheat. Use of panicle density both in plant breeding and in the agronomy scouting of c...
A Novel Intelligent System for Dynamic Observation of Cotton Verticillium Wilt [0.03%]
一种动态监测棉花枯萎病的智能系统
Chenglong Huang,Zhongfu Zhang,Xiaojun Zhang et al.
Chenglong Huang et al.
Verticillium wilt is one of the most critical cotton diseases, which is widely distributed in cotton-producing countries. However, the conventional method of verticillium wilt investigation is still manual, which has the disadvantages of su...
Pleiotropy Structures Plant Height and Seed Weight Scaling in Barley despite Long History of Domestication and Breeding Selection [0.03%]
驯化和育种选择下多效性依然影响大麦植株高度和种子重量的scaling关系
Tianhua He,Tefera Tolera Angessa,Chengdao Li
Tianhua He
Size scaling describes the relative growth rates of different body parts of an organism following a positive correlation. Domestication and crop breeding often target the scaling traits in the opposite directions. The genetic mechanism of t...
Diversifying Resistance Mechanisms in Cereal Crops Using Microphenomics [0.03%]
利用微表型组学在谷物作物中多样化抗性机制
Peter M Dracatos,Stefanie Lück,Dimitar K Douchkov
Peter M Dracatos
Benchmarking Self-Supervised Contrastive Learning Methods for Image-Based Plant Phenotyping [0.03%]
基于图像的植物表型自我监督对比学习方法基准测试
Franklin C Ogidi,Mark G Eramian,Ian Stavness
Franklin C Ogidi
The rise of self-supervised learning (SSL) methods in recent years presents an opportunity to leverage unlabeled and domain-specific datasets generated by image-based plant phenotyping platforms to accelerate plant breeding programs. Despit...
Dynamic UAV Phenotyping for Rice Disease Resistance Analysis Based on Multisource Data [0.03%]
基于多源数据的水稻抗病性无人机动态表型分析方法
Xiulin Bai,Hui Fang,Yong He et al.
Xiulin Bai et al.
Bacterial blight poses a threat to rice production and food security, which can be controlled through large-scale breeding efforts toward resistant cultivars. Unmanned aerial vehicle (UAV) remote sensing provides an alternative means for th...
Hyperspectral Remote Sensing for Phenotyping the Physiological Drought Response of Common and Tepary Bean [0.03%]
高光谱遥感在普通豆类和tepary豆类生理干旱响应表型研究中的应用
Christopher Ys Wong,Matthew E Gilbert,Marshall A Pierce et al.
Christopher Ys Wong et al.
Proximal remote sensing offers a powerful tool for high-throughput phenotyping of plants for assessing stress response. Bean plants, an important legume for human consumption, are often grown in regions with limited rainfall and irrigation ...