A partial least square regression method to quantitatively retrieve soil salinity using hyper-spectral reflectance data

2008 ◽  
Author(s):  
Yonghua Qu ◽  
Siong Jiao ◽  
Xudong Lin
Keyword(s):  
Soil Salinity ◽  
Spectral Reflectance ◽  
Regression Method ◽  
Partial Least Square ◽  
Least Square ◽  
Partial Least Square Regression ◽  
Least Square Regression ◽  
Hyper Spectral ◽  
Reflectance Data

Modeling of Piezoelectric Ceramics Based on Partial Least-Square Regression Method

2010 ◽  
Vol 139-141 ◽  
pp. 13-16
Author(s):  
Xue Jun Zhu ◽  
Zhi Wen Zhu
Keyword(s):  
Strain Curve ◽  
Piezoelectric Ceramics ◽  
Significance Test ◽  
Regression Method ◽  
Partial Least Square ◽  
Least Square ◽  
Partial Least Square Regression ◽  
Hysteresis Phenomenon ◽  
Least Square Regression ◽  
Set Up

In this paper, a kind of piezoelectric ceramics model based on hysteretic nonlinear theory has been developed. Van de Pol nonlinear difference item was introduced to interpret the hysteresis phenomenon of the voltage-strain curve of piezoelectric ceramics. The coupling relationship between voltage and stress was obtained in partial least-square regression method to describe the driftage phenomenon of the voltage-strain curve in different stress. Based on above, the final relationship among strain, stress and voltage was set up. The results of significance test showed that the new model could describe the hysteresis characteristics of piezoelectric ceramics in different stress well. The new piezoelectric ceramics model considers the effect of stress, and is easy to be analyzed in theory, which is helpful to vibration control.

scholarly journals Soil Salinity Retrieval from Advanced Multi-Spectral Sensor with Partial Least Square Regression

2015 ◽  
Vol 7 (1) ◽  
pp. 488-511 ◽  
Author(s):  
Xingwang Fan ◽  
Yuanbo Liu ◽  
Jinmei Tao ◽  
Yongling Weng
Keyword(s):  
Soil Salinity ◽  
Partial Least Square ◽  
Least Square ◽  
Partial Least Square Regression ◽  
Least Square Regression

Fluorescence spectroscopy-partial least square regression method for the quantification of quercetin in Euphorbia masirahensis

Measurement ◽  
2018 ◽  
Vol 121 ◽  
pp. 355-359 ◽  
Author(s):  
Zahra K. Alabri ◽  
Javid Hussain ◽  
Fazal Mabood ◽  
Najeeb Ur Rehman ◽  
Liaqat Ali ◽  
...  
Keyword(s):  
Fluorescence Spectroscopy ◽  
Regression Method ◽  
Partial Least Square ◽  
Least Square ◽  
Partial Least Square Regression ◽  
Least Square Regression
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