Soil spectroscopy with the use of chemometrics, machine learning and pre-processing techniques in soil diagnosis: Recent advances–A review
Over the past two decades soil spectroscopy, particularly, in the infrared range, is becoming
a powerful technique to simplify analysis relative to the traditional chemical methods. It is …
a powerful technique to simplify analysis relative to the traditional chemical methods. It is …
Advances in mid-infrared spectroscopy for chemical analysis
J Haas, B Mizaikoff - Annual Review of Analytical Chemistry, 2016 - annualreviews.org
Infrared spectroscopy in the 3–20 μm spectral window has evolved from a routine laboratory
technique into a state-of-the-art spectroscopy and sensing tool by benefitting from recent …
technique into a state-of-the-art spectroscopy and sensing tool by benefitting from recent …
Convolutional neural network for simultaneous prediction of several soil properties using visible/near-infrared, mid-infrared, and their combined spectra
No single instrument can characterize all soil properties because soil is a complex material.
With the advancement of technology, laboratories have become equipped with various …
With the advancement of technology, laboratories have become equipped with various …
A systematic study on the application of scatter-corrective and spectral-derivative preprocessing for multivariate prediction of soil organic carbon by Vis-NIR spectra
Soil organic carbon (SOC) plays a crucial role as an ecosystems indicator. Its quantification
requires an affordable, and less time-consuming method. Visible and near infrared (Vis-NIR) …
requires an affordable, and less time-consuming method. Visible and near infrared (Vis-NIR) …
The Brazilian soil spectral library (BSSL): A general view, application and challenges
JAM Demattê, AC Dotto, AFS Paiva, MV Sato… - Geoderma, 2019 - Elsevier
The present study was developed in a joint partnership with the Brazilian pedometrics
community to standardize and evaluate spectra within the 350–2500 nm range of Brazilian …
community to standardize and evaluate spectra within the 350–2500 nm range of Brazilian …
Estimation of soil organic matter content using selected spectral subset of hyperspectral data
W Sun, S Liu, X Zhang, Y Li - Geoderma, 2022 - Elsevier
Soil organic matter (SOM) content plays an important role in the global carbon cycle and
agricultural activities. Reflectance spectroscopy has been recognized as a promising …
agricultural activities. Reflectance spectroscopy has been recognized as a promising …
Data mining of urban soil spectral library for estimating organic carbon
Accurate quantification of urban soil organic carbon (SOC) is essential for understanding
anthropogenic changes and further guiding effective city managements. Visible and near …
anthropogenic changes and further guiding effective city managements. Visible and near …
Transfer learning to localise a continental soil vis-NIR calibration model
The rapid development in NIR and information technologies saw the development of various
initiatives that have generated large scale databases of soil spectroscopy globally. Models …
initiatives that have generated large scale databases of soil spectroscopy globally. Models …
Prediction of soil physical and chemical properties by visible and near-infrared diffuse reflectance spectroscopy in the central Amazon
ÉFM Pinheiro, MB Ceddia, CM Clingensmith… - Remote Sensing, 2017 - mdpi.com
Visible and near-infrared diffuse reflectance spectroscopy (VIS-NIR) has shown levels of
accuracy comparable to conventional laboratory methods for estimating soil properties. Soil …
accuracy comparable to conventional laboratory methods for estimating soil properties. Soil …
Spectral prediction of soil salinity and alkalinity indicators using visible, near-, and mid-infrared spectroscopy
Drought and the impacts of climate change have led to an escalation in soil salinity and
alkalinity across various regions worldwide, including Iran. The Chahardowli Plain in …
alkalinity across various regions worldwide, including Iran. The Chahardowli Plain in …