Xiuni Li
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View article: Identification and selection of evaluation indices for soybean shade tolerance via high-throughput phenotyping platforms and machine learning
Identification and selection of evaluation indices for soybean shade tolerance via high-throughput phenotyping platforms and machine learning Open
View article: An automated in-field transport and imaging chamber system for high-throughput phenotyping of potted soybean
An automated in-field transport and imaging chamber system for high-throughput phenotyping of potted soybean Open
View article: Optimization of the Canopy Three-Dimensional Reconstruction Method for Intercropped Soybeans and Early Yield Prediction
Optimization of the Canopy Three-Dimensional Reconstruction Method for Intercropped Soybeans and Early Yield Prediction Open
Intercropping is a key cultivation strategy for safeguarding national food and oil security. Accurate early-stage yield prediction of intercropped soybeans is essential for the rapid screening and breeding of high-yield soybean varieties. …
View article: Excellent Canopy Structure in Soybeans Can Improve Their Photosynthetic Performance and Increase Yield
Excellent Canopy Structure in Soybeans Can Improve Their Photosynthetic Performance and Increase Yield Open
In the maize-soybean intercropping system, varying degrees of maize leaf shading are an important factor that reduces the uniformity of light penetration within the soybean canopy, altering the soybean canopy structure. Quantitative analys…
View article: Estimation of soybean yield based on high-throughput phenotyping and machine learning
Estimation of soybean yield based on high-throughput phenotyping and machine learning Open
Introduction Soybeans are an important crop used for food, oil, and feed. However, China’s soybean self-sufficiency is highly inadequate, with an annual import volume exceeding 80%. RGB cameras serve as powerful tools for estimating crop y…
View article: Crop HTP Technologies: Applications and Prospects
Crop HTP Technologies: Applications and Prospects Open
In order to rapidly breed high-quality varieties, an increasing number of plant researchers have identified the functions of a large number of genes, but there is a serious lack of research on plants’ phenotypic traits. This severely hampe…
View article: Soybean leaf estimation based on RGB images and machine learning methods
Soybean leaf estimation based on RGB images and machine learning methods Open
Background RGB photographs are a powerful tool for dynamically estimating crop growth. Leaves are related to crop photosynthesis, transpiration, and nutrient uptake. Traditional blade parameter measurements were labor-intensive and time-co…
View article: The field phenotyping platform's next darling: Dicotyledons
The field phenotyping platform's next darling: Dicotyledons Open
The genetic information and functional properties of plants have been further identified with the completion of the whole-genome sequencing of numerous crop species and the rapid development of high-throughput phenotyping technologies, lay…