Results 61 to 70 of about 6,804 (186)

kamarambi/neon-plsr-leaf-traitspec: NEON PLSR Leaf Trait-Spectroscopy Workflow

open access: yes
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

open access: yes, 2012
Publication in the conference proceedings of EUSIPCO, Bucharest, Romania ...
Christian Keimel   +2 more
openaire   +3 more sources

Robustness of high‐throughput prediction of leaf ecophysiological traits using near infrared spectroscopy and poro‐fluorometry

open access: yesThe Plant Phenome Journal, Volume 9, Issue 1, December 2026.
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

open access: yesGenetics Selection Evolution, 2009
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

UAV‐based RGB and multispectral vegetation indices as alternatives to light box‐derived dark green color index for turfgrass color assessment

open access: yesThe Plant Phenome Journal, Volume 9, Issue 1, December 2026.
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

PCR DAN PLSR ALGORITMA NIPALS DALAM MENANGANI MULTIKOLINIERITAS PADA PREVALENSI STUNTING DI NUSA TENGGARA TIMUR

open access: yesE-Jurnal Matematika
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

open access: yesApplied Sciences, 2020
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]

open access: yes, 2002
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

Deep learning and computer vision for image‐based high‐throughput phenotyping of canning quality traits in dry beans

open access: yesThe Plant Phenome Journal, Volume 9, Issue 1, December 2026.
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

Estimating Total Leaf Chlorophyll Content of Gannan Navel Orange Leaves Using Hyperspectral Data Based on Partial Least Squares Regression

open access: yesIEEE Access, 2019
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

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