Recent advances of chemometric calibration methods in modern spectroscopy: Algorithms, strategy, and related issues
HP Wang, P Chen, JW Dai, D Liu, JY Li, YP Xu… - TrAC Trends in …, 2022 - Elsevier
In recent years, modern spectral analysis techniques, such as ultraviolet–visible (UV-vis)
spectroscopy, mid-infrared (MIR) spectroscopy, near-infrared (NIR) spectroscopy, Raman …
spectroscopy, mid-infrared (MIR) spectroscopy, near-infrared (NIR) spectroscopy, Raman …
Preprocessing methods for near‐infrared spectrum calibration
Y Jiao, Z Li, X Chen, S Fei - Journal of Chemometrics, 2020 - Wiley Online Library
Spectrum preprocessing is an essential component in the near‐infrared (NIR) calibration.
However, it has mostly been configured arbitrarily in the literature and calibration …
However, it has mostly been configured arbitrarily in the literature and calibration …
The effect of preprocessing techniques, applied to numeric features, on classification algorithms' performance
It is recognized that the performance of any prediction model is a function of several factors.
One of the most significant factors is the adopted preprocessing techniques. In other words …
One of the most significant factors is the adopted preprocessing techniques. In other words …
Mapping and spatiotemporal dynamics of land-use and land-cover change based on the Google Earth Engine cloud platform from Landsat imagery: A case study of …
C Chen, X Yang, S Jiang, Z Liu - Heliyon, 2023 - cell.com
Land resources are an essential foundation for socioeconomic development. Island land
resources are limited, the type changes are particularly frequent, and the environment is …
resources are limited, the type changes are particularly frequent, and the environment is …
A review of progress in identifying and characterizing biocrusts using proximal and remote sensing
O Rozenstein, J Adamowski - … Journal of Applied Earth Observation and …, 2017 - Elsevier
Biocrusts are critical components of desert ecosystems, significantly modifying the surfaces
they occupy. The mixture of biological components and soil particles that form the crust, in …
they occupy. The mixture of biological components and soil particles that form the crust, in …
The use of airborne hyperspectral data for tree species classification in a species-rich Central European forest area
The success of remote sensing approaches to assess tree species diversity in a
heterogeneously mixed forest stand depends on the availability of both appropriate data and …
heterogeneously mixed forest stand depends on the availability of both appropriate data and …
What mediates tree mortality during drought in the southern Sierra Nevada?
Severe drought has the potential to cause selective mortality within a forest, thereby
inducing shifts in forest species composition. The southern Sierra Nevada foothills and …
inducing shifts in forest species composition. The southern Sierra Nevada foothills and …
RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis
Raman spectroscopy is a nondestructive and label-free chemical analysis technique, which
plays a key role in the analysis and discovery cycle of various branches of science …
plays a key role in the analysis and discovery cycle of various branches of science …
Use of near-infrared spectroscopy for the classification of medicinal cannabis cultivars and the prediction of their cannabinoid and terpene contents
M Birenboim, D Kengisbuch, D Chalupowicz, D Maurer… - Phytochemistry, 2022 - Elsevier
Cannabis sativa L. is used to treat a wide variety of medical conditions, in light of its
beneficial pharmacological properties of its cannabinoids and terpenes. At present, the …
beneficial pharmacological properties of its cannabinoids and terpenes. At present, the …
The influence of spectral pretreatment on the selection of representative calibration samples for soil organic matter estimation using Vis-NIR reflectance spectroscopy
In constructing models for predicting soil organic matter (SOM) by using visible and near-
infrared (vis–NIR) spectroscopy, the selection of representative calibration samples is …
infrared (vis–NIR) spectroscopy, the selection of representative calibration samples is …