Estimating Compositions and Nutritional Values of Seed Mixes Based on Vision Transformers [0.03%]
基于视觉Transformer的种子混合物组成及营养价值评估方法研究
Shamprikta Mehreen,Hervé Goëau,Pierre Bonnet et al.
Shamprikta Mehreen et al.
The cultivation of seed mixtures for local pastures is a traditional mixed cropping technique of cereals and legumes for producing, at a low production cost, a balanced animal feed in energy and protein in livestock systems. By considerably...
Quantification of the Cumulative Shading Capacity in a Maize-Soybean Intercropping System Using an Unmanned Aerial Vehicle [0.03%]
基于无人机的亚作系统遮阴能力量化研究
Min Li,Pengcheng Hu,Di He et al.
Min Li et al.
In intercropping systems, higher crops block direct radiation, resulting in inevitable shading on the lower crops. Cumulative shading capacity (CSC), defined as the amount of direct radiation shaded by higher crops during a growth period, a...
Small and Oriented Wheat Spike Detection at the Filling and Maturity Stages Based on WheatNet [0.03%]
基于WheatNet的小麦穗粒灌浆期和成熟期的小麦穗检测
Jianqing Zhao,Yucheng Cai,Suwan Wang et al.
Jianqing Zhao et al.
Accurate wheat spike detection is crucial in wheat field phenotyping for precision farming. Advances in artificial intelligence have enabled deep learning models to improve the accuracy of detecting wheat spikes. However, wheat growth is a ...
ExtSpecR: An R Package and Tool for Extracting Tree Spectra from UAV-Based Remote Sensing [0.03%]
基于无人机遥感的树木光谱提取的R语言软件包及工具：ExtSpecR
Zhuo Liu,Mahmoud Al-Sarayreh,Cong Xu et al.
Zhuo Liu et al.
The development of unmanned aerial vehicle (UAV) remote sensing has been increasingly applied in forestry for high-throughput and rapid acquisition of tree phenomics traits for various research areas. However, the detection of individual tr...
Panicle-Cloud: An Open and AI-Powered Cloud Computing Platform for Quantifying Rice Panicles from Drone-Collected Imagery to Enable the Classification of Yield Production in Rice [0.03%]
基于无人机图像的大规模水稻产量预测平台
Zixuan Teng,Jiawei Chen,Jian Wang et al.
Zixuan Teng et al.
Rice (Oryza sativa) is an essential stable food for many rice consumption nations in the world and, thus, the importance to improve its yield production under global climate changes. To evaluate different rice varieties' yield performance, ...
Crop/Plant Modeling Supports Plant Breeding: I. Optimization of Environmental Factors in Accelerating Crop Growth and Development for Speed Breeding [0.03%]
作物/植物模型助力植物育种：I. 优化环境因子以加快作物生长和发育实现快速育种
Yi Yu,Qin Cheng,Fei Wang et al.
Yi Yu et al.
The environmental conditions in customered speed breeding practice are, to some extent, empirical and, thus, can be further optimized. Crop and plant models have been developed as powerful tools in predicting growth and development under va...
Rotating Stomata Measurement Based on Anchor-Free Object Detection and Stomata Conductance Calculation [0.03%]
基于无锚目标检测的旋转气孔测量及导度计算方法
Fan Zhang,Bo Wang,Fuhao Lu et al.
Fan Zhang et al.
Stomata play an essential role in regulating water and carbon dioxide levels in plant leaves, which is important for photosynthesis. Previous deep learning-based plant stomata detection methods are based on horizontal detection. The detecti...
Flavian Tschurr,Norbert Kirchgessner,Andreas Hund et al.
Flavian Tschurr et al.
Abiotic stresses such as heat and frost limit plant growth and productivity. Image-based field phenotyping methods allow quantifying not only plant growth but also plant senescence. Winter crops show senescence caused by cold spells, visibl...
A Multiscale Point-Supervised Network for Counting Maize Tassels in the Wild [0.03%]
一种用于野外玉米雄穗计数的多尺度点监督网络方法
Haoyu Zheng,Xijian Fan,Weihao Bo et al.
Haoyu Zheng et al.
Accurate counting of maize tassels is essential for monitoring crop growth and estimating crop yield. Recently, deep-learning-based object detection methods have been used for this purpose, where plant counts are estimated from the number o...
Phenotyping of Salvia miltiorrhiza Roots Reveals Associations between Root Traits and Bioactive Components [0.03%]
对丹参根系表型研究发现根系性状与药用成分间关系
Junfeng Chen,Yun Wang,Peng Di et al.
Junfeng Chen et al.
Plant phenomics aims to perform high-throughput, rapid, and accurate measurement of plant traits, facilitating the identification of desirable traits and optimal genotypes for crop breeding. Salvia miltiorrhiza (Danshen) roots possess remar...