Results 21 to 30 of about 5,862,641 (174)
Estimation of soil organic carbon content by Vis-NIR spectroscopy combining feature selection algorithm and local regression method [PDF]
Revista Brasileira de Ciência do Solo, 2023 Soil organic carbon (SOC) content is a critical parameter for evaluating soil health. However, high redundancy and invalid information in soil hyperspectral data can reduce the accuracy and stability of SOC prediction models.
Baoyang Liu +3 more
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Renmin Zhujiang, 2021 Accurate runoff simulation plays a very important role in the planning and management of water resources.However,traditional methods have some limitations in the simulation of runoff near peaks and abrupt points.This paper identifies the abrupt change ...
LIU Yiwen +3 more
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Drug Analytical Research, 2017 A multicomponent ultraviolet (UV) spectrophotometric method was developed and validated for simultaneous determination of delapril (DEL) and indapamide (IND) in tablets employing the partial least squares regression (PLSR) approach.
Vitor Todeschini +4 more
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A robust partial least squares method with applications [PDF]
, 2007 Partial least squares regression (PLS) is a linear regression technique developed to relate many regressors to one or several response variables. Robust methods are introduced to reduce or remove the effect of outlying data points.
Romera, Rosario +2 more
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Feature Selection Using iPLS Combined with iNSGA-III for Near-Infrared Spectroscopic Determination of the Acidity of Huangshui, a By-product of Chinese Baijiu Production [PDF]
Shipin KexueTo address the inefficiency and complexity of traditional chemical methods for measuring the acidity of Huangshui (HS), this study proposed a rapid and non-destructive detection approach using near-infrared (NIR) spectroscopy combined with partial least ...
ZHANG Guiyu, XIANG Xingrui, ZHANG Lei, WANG Yibo, YAN Jun, ZHANG Yunlong
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Study of PLSR-BP model for stability assessment of loess slope based on particle swarm optimization
Scientific Reports, 2021 The assessment of loess slope stability is a highly complex nonlinear problem. There are many factors that influence the stability of loess slopes. Some of them have the characteristic of uncertainty. Meanwhile, the relationship between different factors
Bin Gong
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Frontiers in Plant Science, 2022 Leaf nitrogen concentration (LNC) is a critical indicator of crop nutrient status. In this study, the feasibility of using visible and near-infrared spectroscopy combined with deep learning to estimate LNC in cotton leaves was explored.
Qinlin Xiao +13 more
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Scientia Agropecuaria, 2017 The aim of this study was to build a model to predict the beef marbling using HSI and Partial Least Squares Regression (PLSR). Totally 58 samples of longissmus dorsi muscle were scanned by a HSI system (400 - 1000 nm) in reflectance mode,
Victor Aredo +2 more
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Acta Pharmaceutica, 2019 The study presents the application of multivariate curve resolution alternating least squares (MCR-ALS) with a correlation constraint for simultaneous resolution and quantification of ketoprofen, naproxen, paracetamol and caffeine as target analytes and ...
Mostafa Ahmed, Shaaban Heba
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Food Chemistry: X, 2023 This study examined the potential of hyperspectral techniques for the rapid detection of characteristic indicators of yak meat freshness during the oxidation of yak meat.
Kai Dong +7 more
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