The performance of visible, near-, and mid-infrared reflectance spectroscopy for prediction of soil physical, chemical, and biological properties

JM Soriano-Disla, LJ Janik… - Applied spectroscopy …, 2014 - Taylor & Francis
This review addresses the applicability of visible (Vis), near-infrared (NIR), and mid-infrared
(MIR) reflectance spectroscopy for the prediction of soil properties. We address (1) the …

An overview on the applications of typical non-linear algorithms coupled with NIR spectroscopy in food analysis

M Zareef, Q Chen, MM Hassan, M Arslan… - Food Engineering …, 2020 - Springer
Near-infrared (NIR) spectroscopy as a low-cost technique with its non-destructive fast
nature, precision, control, accuracy, repeatability, and reproducibility has been extensively …

Post-landing major element quantification using SuperCam laser induced breakdown spectroscopy

RB Anderson, O Forni, A Cousin, RC Wiens… - … Acta Part B: Atomic …, 2022 - Elsevier
The SuperCam instrument on the Perseverance Mars 2020 rover uses a pulsed 1064 nm
laser to ablate targets at a distance and conduct laser induced breakdown spectroscopy …

Multivariate calibration of spectroscopic sensors for postharvest quality evaluation: A review

W Saeys, NN Do Trong, R Van Beers… - Postharvest Biology and …, 2019 - Elsevier
Vibrational spectroscopy methods are widely investigated as fast and non-destructive
alternatives for postharvest quality evaluation. As these methods measure spectral …

Prediction of soil organic carbon content by diffuse reflectance spectroscopy using a local partial least square regression approach

M Nocita, A Stevens, G Toth, P Panagos… - Soil Biology and …, 2014 - Elsevier
Due to the large spatial variation of soil organic carbon (SOC) content, assessing the current
state of SOC for large areas is costly and time consuming. Visible and Near Infrared Diffuse …

[HTML][HTML] Deep transfer learning of global spectra for local soil carbon monitoring

Z Shen, L Ramirez-Lopez, T Behrens, L Cui… - ISPRS Journal of …, 2022 - Elsevier
There is global interest in spectroscopy and the development of large and diverse soil
spectral libraries (SSL) to model soil organic carbon (SOC) and monitor, report, and verify …

A local pre-processing method for near-infrared spectra, combined with spectral segmentation and standard normal variate transformation

Y Bi, K Yuan, W Xiao, J Wu, C Shi, J Xia, G Chu… - Analytica chimica …, 2016 - Elsevier
Pre-processing of near-infrared (NIR) spectral data has become a necessary part of
chemometrics modeling and is widely used in many practical applications. The objective of …

Prediction of soil organic matter using a spatially constrained local partial least squares regression and the C hinese vis–NIR spectral library

Z Shi, W Ji, RA Viscarra Rossel… - European Journal of …, 2015 - Wiley Online Library
We need to determine the best use of soil vis–NIR spectral libraries that are being
developed at regional, national and global scales to predict soil properties from new spectral …

Application of NIR spectroscopy to agricultural products

JS Shenk, JJ Workman Jr… - Handbook of near …, 2007 - taylorfrancis.com
References.......................................................................................... 382Agriculture produces the
food and fiber needed for human existence. Since the beginning of recorded history …

Assessment and monitoring of soil quality using near‐infrared reflectance spectroscopy (NIRS)

L Cécillon, BG Barthès, C Gomez… - European Journal of …, 2009 - Wiley Online Library
Soil degradation processes have dramatically increased in their extent and intensity over the
last decades. Progressively, actions have been taken in order to evaluate and reduce the …