AppleQSM: Geometry-Based 3D Characterization of Apple Tree Architecture in Orchards [0.03%]
基于几何的苹果树冠结构三维表征方法研究
Tian Qiu,Tao Wang,Tao Han et al.
Tian Qiu et al.
The architecture of apple trees plays a pivotal role in shaping their growth and fruit-bearing potential, forming the foundation for precision apple management. Traditionally, 2D imaging technologies were employed to delineate the architect...
The State of the Art in Root System Architecture Image Analysis Using Artificial Intelligence: A Review [0.03%]
基于人工智能的根系构型图像分析研究进展综述
Brandon J Weihs,Deborah-Jo Heuschele,Zhou Tang et al.
Brandon J Weihs et al.
Roots are essential for acquiring water and nutrients to sustain and support plant growth and anchorage. However, they have been studied less than the aboveground traits in phenotyping and plant breeding until recent decades. In modern time...
Mojdeh Saadati,Aditya Balu,Shivani Chiranjeevi et al.
Mojdeh Saadati et al.
Plants encounter a variety of beneficial and harmful insects during their growth cycle. Accurate identification (i.e., detecting insects' presence) and classification (i.e., determining the type or class) of these insect species is critical...
Using UAV-Based Temporal Spectral Indices to Dissect Changes in the Stay-Green Trait in Wheat [0.03%]
基于无人机的时序光谱指数解析小麦抗枯萎性状的变化
Rui Yu,Xiaofeng Cao,Jia Liu et al.
Rui Yu et al.
Stay-green (SG) in wheat is a beneficial trait that increases yield and stress tolerance. However, conventional phenotyping techniques limited the understanding of its genetic basis. Spectral indices (SIs) as non-destructive tools to evalua...
A Precise Framework for Rice Leaf Disease Image-Text Retrieval Using FHTW-Net [0.03%]
基于FHTW-Net的水稻叶病图像文本检索精准框架
Hongliang Zhou,Yufan Hu,Shuai Liu et al.
Hongliang Zhou et al.
Cross-modal retrieval for rice leaf diseases is crucial for prevention, providing agricultural experts with data-driven decision support to address disease threats and safeguard rice production. To overcome the limitations of current crop l...
Practical Considerations and Limitations of Using Leaf and Canopy Temperature Measurements as a Stomatal Conductance Proxy: Sensitivity across Environmental Conditions, Scale, and Sample Size [0.03%]
叶面和冠层温度测量作为气孔导度代理的实际考虑和限制：跨环境条件、尺度和样本大小的敏感性分析
Ismael K Mayanja,Christine H Diepenbrock,Vincent Vadez et al.
Ismael K Mayanja et al.
Stomatal conductance (gs) is a crucial component of plant physiology, as it links plant productivity and water loss through transpiration. Estimating gs indirectly through leaf temperature (Tl) measurement is common for reducing the high la...
In Situ Root Dataset Expansion Strategy Based on an Improved CycleGAN Generator [0.03%]
基于改进的CycleGAN生成器的原位根数据集扩展策略
Qiushi Yu,Nan Wang,Hui Tang et al.
Qiushi Yu et al.
The root system plays a vital role in plants' ability to absorb water and nutrients. In situ root research offers an intuitive approach to exploring root phenotypes and their dynamics. Deep-learning-based root segmentation methods have gain...
Hui Tang,Xue Cheng,Qiushi Yu et al.
Hui Tang et al.
The root is an important organ for plants to obtain nutrients and water, and its phenotypic characteristics are closely related to its functions. Deep-learning-based high-throughput in situ root senescence feature extraction has not yet bee...
Elizabeth M Berrigan,Lin Wang,Hannah Carrillo et al.
Elizabeth M Berrigan et al.
Image segmentation is commonly used to estimate the location and shape of plants and their external structures. Segmentation masks are then used to localize landmarks of interest and compute other geometric features that correspond to the p...
A Framework for Single-Panicle Litchi Flower Counting by Regression with Multitask Learning [0.03%]
基于多任务学习的荔枝单粒花序计数回归方法
Jiaquan Lin,Jun Li,Zhe Ma et al.
Jiaquan Lin et al.
The number of flowers is essential for evaluating the growth status of litchi trees and enables researchers to estimate flowering rates and conduct various phenotypic studies, particularly focusing on the information of individual panicles....