Results 61 to 70 of about 6,804 (186)
kamarambi/neon-plsr-leaf-traitspec: NEON PLSR Leaf Trait-Spectroscopy Workflow
This is a comprehensive workflow for deriving Partial Least Squares Regression (PLSR) coefficients from NEON leaf spectral reflectance data and foliar traits measurements specifying samples used in Quinteros Casaverde et al., n.d.
Quinteros Casaverde, Natalia +1 more
openaire +2 more sources
Hybrid No-Reference Video Quality Metric Based On Multiway Plsr
Publication in the conference proceedings of EUSIPCO, Bucharest, Romania ...
Christian Keimel +2 more
openaire +3 more sources
Abstract Water scarcity is a major threat to crop production and quality. Improving drought tolerance through variety selection requires a deeper understanding of plant ecophysiological responses, but large‐scale phenotyping remains a bottleneck. This study assessed the potential of high‐throughput tools (spectroscopy and poro‐fluorometry) to predict ...
Eva Coindre +13 more
wiley +1 more source
Reducing dimensionality for prediction of genome-wide breeding values
Partial least square regression (PLSR) and principal component regression (PCR) are methods designed for situations where the number of predictors is larger than the number of records.
Woolliams John A +3 more
doaj +1 more source
Abstract Traditionally, turfgrass color has been assessed through visual ratings or light box‐based digital image analysis, methods that are either subjective or labor‐intensive. In this study, we evaluated the potential of unmanned aerial vehicle (UAV)‐based multispectral and red‐green‐blue (RGB) imagery as a high‐throughput alternative for capturing ...
Ved Parkash +9 more
wiley +1 more source
Nutritional problems contribute to 50% of deaths among children under five, particularly in low- and middle-income countries. One of the most common issues in Indonesia is stunting, a condition where a child's height falls below the standard for their ...
NATALIE EFRATA SUSANTI +2 more
doaj +1 more source
Prediction of Soluble Solids Content in Green Plum by Using a Sparse Autoencoder
The soluble solids content (SSC) affects the flavor of green plums and is an important parameter during processing. In recent years, the hyperspectral technology has been widely used in the nondestructive testing of fruit ingredients.
Luxiang Shen +5 more
doaj +1 more source
ormation Modelling Based on PLSR for Cardiac Magnetic Resonance Perfusion Imaging [PDF]
This paper introduces a novel approach to deformation modelling based on partial-least-squares-regression and its application to the registration of first-pass magnetic resonance perfusion image sequences. The method relies on the extraction of intrinsic correlations between the latent factors of both the input and output signals for deriving a simple ...
Jianxin Gao +3 more
openaire +1 more source
Abstract Canning color retention is a key quality trait in dry bean (Phaseolus vulgaris L.) breeding, influencing consumer acceptance and commercial value. Public breeding programs maintain canning quality as a selection trait of importance, but existing color evaluation methods such as visual rating are subjective, while instrument colorimetry is ...
Lovepreet Singh +4 more
wiley +1 more source
The goal of this study was to model the total leaf chlorophyll content (LCCtot) of Gannan navel orange leaves using a field imaging spectroscopy system in the visible and near-infrared domain.
Zhongzheng Peng +3 more
doaj +1 more source

