Combined Use of Vis-NIR and XRF Sensors for Tropical Soil Fertility Analysis: Assessing Different Data Fusion Approaches
Visible and near infrared (vis-NIR) diffuse reflectance and X-ray fluorescence (XRF) sensors are promising proximal soil sensing (PSS) tools for predicting soil key fertility attributes. This work aimed at assessing the performance of the individual and combined use of vis-NIR and XRF sensors to pre...
Main Authors: | Tiago Rodrigues Tavares, José Paulo Molin, S. Hamed Javadi, Hudson Wallace Pereira de Carvalho, Abdul Mounem Mouazen |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-12-01
|
Series: | Sensors |
Subjects: | |
Online Access: | https://www.mdpi.com/1424-8220/21/1/148 |
Similar Items
-
Effect of X-Ray Tube Configuration on Measurement of Key Soil Fertility Attributes with XRF
by: Tiago Rodrigues Tavares, et al.
Published: (2020-03-01) -
Multi-Sensor Approach for Tropical Soil Fertility Analysis: Comparison of Individual and Combined Performance of VNIR, XRF, and LIBS Spectroscopies
by: Tiago Rodrigues Tavares, et al.
Published: (2021-05-01) -
Assessing Soil Key Fertility Attributes Using a Portable X-Ray Fluorescence: A Simple Method to Overcome Matrix Effect
by: Tiago Rodrigues Tavares, et al.
Published: (2020-06-01) -
Data Fusion of XRF and Vis-NIR Using Outer Product Analysis, Granger–Ramanathan, and Least Squares for Prediction of Key Soil Attributes
by: S. Hamed Javadi, et al.
Published: (2021-05-01) -
Use of Vis-NIR and pXRF Spectrometers in Soil Science
by: Gafur GÖZÜKARA
Published: (2021-02-01)