A review of machine learning for near-infrared spectroscopy

W Zhang, LC Kasun, QJ Wang, Y Zheng, Z Lin - Sensors, 2022 - mdpi.com
The analysis of infrared spectroscopy of substances is a non-invasive measurement
technique that can be used in analytics. Although the main objective of this study is to …

Salt stress in plants and mitigation approaches

G Ondrasek, S Rathod, KK Manohara, C Gireesh… - Plants, 2022 - mdpi.com
Salinization of soils and freshwater resources by natural processes and/or human activities
has become an increasing issue that affects environmental services and socioeconomic …

[HTML][HTML] An improved heat-water–vapor-salt based salt swelling model for unsaturated sulfate saline soil under cooling

S Peng, Y Liu, L Fan, F Wang, G Chen - Alexandria Engineering Journal, 2023 - Elsevier
The salt swelling destruction in arid sulfate saline soil areas represents a severe problem in
road, railway, and foundation engineering. It is imperative to explore a potential solution to …

Quantitative analysis of lithium in brine by laser-induced breakdown spectroscopy based on convolutional neural network

P Xing, J Dong, P Yu, H Zheng, X Liu, S Hu, Z Zhu - Analytica Chimica Acta, 2021 - Elsevier
In this study, a simple and effective method for accurate determination of lithium in brine
samples was developed by the combination of laser induced breakdown spectroscopy …

Desert Soil Salinity Inversion Models Based on Field In Situ Spectroscopy in Southern Xinjiang, China

Y Wang, M Xie, B Hu, Q Jiang, Z Shi, Y He, J Peng - Remote Sensing, 2022 - mdpi.com
Soil salinization is prominent environmental issue in arid and semi-arid regions, such as
Xinjiang in Northwest China. Salinization severely restricts economic and agricultural …

A fast multi-source information fusion strategy based on deep learning for species identification of boletes

X Chen, J Li, H Liu, Y Wang - Spectrochimica Acta Part A: Molecular and …, 2022 - Elsevier
Wild mushroom market is an important economic source of Yunnan province in China, and
its wild mushroom resources are also valuable wealth in the world. This work will put forward …

Two-dimensional correlation spectroscopy combined with deep learning method and HPLC method to identify the storage duration of porcini

L Wang, J Li, T Li, H Liu, Y Wang - Microchemical Journal, 2021 - Elsevier
Quick and accurate identification of the storage duration of food is essential to food safety.
Herein, two methods reported for analyzing the storage duration of porcini were two …

Serum Raman spectroscopy combined with Gaussian—convolutional neural network models to quickly detect liver cancer patients

C Meng, H Li, C Chen, W Wu, J Gao, Y Lai… - Spectroscopy …, 2022 - Taylor & Francis
In recent years, liver cancer has caused great harm to human health. This study aims to use
serum Raman spectroscopy combined with deep learning algorithms to classify liver cancer …

Temperature interpretation method for temperature indicating paint based on spectrogram

J Ge, L Wang, K Gui, L Ye - Measurement, 2023 - Elsevier
Accurate interpretation of temperature indicating paint (TIP) is of great importance in aviation
and other industrial applications. This study presents a novel temperature interpretation …

Unlocking all-solid ion selective electrodes: prospects in crop detection

J Zhai, B Luo, A Li, H Dong, X Jin, X Wang - Sensors, 2022 - mdpi.com
This paper reviews the development of all-solid-state ion-selective electrodes (ASSISEs) for
agricultural crop detection. Both nutrient ions and heavy metal ions inside and outside the …