Vis-NIR Spectroscopy for Soil Organic Carbon Assessment: A Meta-Analysis

Soil Catena Characterization using pXRF and Vis-NIR Spectroscopy in Northwest Turkey

(2022) G. Gozukara et al.   EURASIAN SOIL SCIENCE

Diffuse reflectance spectroscopy for estimating soil properties: A technology for the 21st century

(2022) Raphael A. Viscarra Rossel et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Diffuse reflectance spectroscopy characterises the functional chemistry of soil organic carbon in agricultural soils

(2022) Johanna Wetterlind et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Mathematical techniques to remove moisture effects from visible–near-infrared–shortwave-infrared soil spectra—review 

(2022) Maria Knadel et al.   APPLIED SPECTROSCOPY REVIEWS

Soil particle size prediction using Vis-NIR and pXRF spectra in a semiarid agricultural ecosystem in Central Anatolia of Türkiye

(2022) Gafur Gozukara et al.   CATENA

Soil spectroscopy with the Gaussian pyramid scale space

(2022) Thorsten Behrens et al.   GEODERMA

Bridging the gap between soil spectroscopy and traditional laboratory: Insights for routine implementation

(2022) Raul Roberto Poppiel et al.   GEODERMA

Improving spectral estimation of soil inorganic carbon in urban and suburban areas by coupling continuous wavelet transform with geographical stratification

(2022) Yongsheng Hong et al.   GEODERMA

Global Soil Salinity Prediction by Open Soil Vis-NIR Spectral Library

(2022) Yin Zhou et al.   Remote Sensing

Peculiarities of spectral reflectance of fractions with sizes from 20 to 5,000 microns in soil samples

(2022) I. Yu. Savin et al.   Biulleten' Pochvennogo instituta im VV Dokuchaeva

A novel framework to estimate soil mineralogy using soil spectroscopy

(2021) Wanderson de Sousa Mendes et al.   APPLIED GEOCHEMISTRY

vis–NIR and XRF Data Fusion and Feature Selection to Estimate Potentially Toxic Elements in Soil

(2021) Asa Gholizadeh et al.   SENSORS

Some Specifics in Using Optical Properties of Soil Surface for Moisture Detection

(2021) I. Yu. Savin et al.   EURASIAN SOIL SCIENCE

Quantitative mapping and spectroscopic characterization of particulate organic matter fractions in soil profiles with imaging VisNIR spectroscopy

(2021) Markus Steffens et al.   Scientific Reports

Sentinel-2 and Landsat-8 Multi-Temporal Series to Estimate Topsoil Properties on Croplands

(2021) Fabio Castaldi   Remote Sensing

Some Peculiarities of Arable Soil Organic Matter Detection Using Optical Remote Sensing Data

(2021) Elena Prudnikova et al.   Remote Sensing

The cost‐effectiveness of reflectance spectroscopy for estimating soil organic carbon

(2021) Shuo Li et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Estimating soil chemical properties by diffuse reflectance spectroscopy: Promise versus reality

(2021) Murray B. McBride   EUROPEAN JOURNAL OF SOIL SCIENCE

Soil properties: Their prediction and feature extraction from the LUCAS spectral library using deep convolutional neural networks

(2021) Liang Zhong et al.   GEODERMA

Rapid estimation of soil cation exchange capacity through sensor data fusion of portable XRF spectrometry and Vis-NIR spectroscopy

(2020) Mengxue Wan et al.   GEODERMA

Prediction of soil texture classes through different wavelength regions of reflectance spectroscopy at various soil depths

(2020) João Augusto Coblinski et al.   CATENA

An integrated methodology using open soil spectral libraries and Earth Observation data for soil organic carbon estimations in support of soil-related SDGs

(2020) Nikolaos Tziolas et al.   REMOTE SENSING OF ENVIRONMENT

Color in subtropical brazilian soils as determined with a Munsell chart and by diffuse reflectance spectroscopy

(2020) Priscila Vogelei Ramos et al.   CATENA

Predicting soil organic carbon content in Spain by combining Landsat TM and ALOS PALSAR images

(2020) Xia Wang et al.   International Journal of Applied Earth Observation and Geoinformation

Predicting carbon and nitrogen by visible near-infrared (Vis-NIR) and mid-infrared (MIR) spectroscopy in soils of Northeast Brazil

(2020) Uemeson José dos Santos et al.   Geoderma Regional

National-scale spectroscopic assessment of soil organic carbon in forests of the Czech Republic

(2020) Asa Gholizadeh et al.   GEODERMA

Soil spectroscopy with the use of chemometrics, machine learning and pre-processing techniques in soil diagnosis: Recent advances–A review

(2020) Issam Barra et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Soil Organic Carbon Mapping Using LUCAS Topsoil Database and Sentinel-2 Data: An Approach to Reduce Soil Moisture and Crop Residue Effects

(2019) Fabio Castaldi et al.   Remote Sensing

Convolutional neural network for soil microplastic contamination screening using infrared spectroscopy

(2019) Wartini Ng et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimation of soil organic carbon in arable soil in Belgium and Luxembourg with the LUCAS topsoil database

(2018) F. Castaldi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

A systematic study on the application of scatter-corrective and spectral-derivative preprocessing for multivariate prediction of soil organic carbon by Vis-NIR spectra

(2018) Andre Carnieletto Dotto et al.   GEODERMA

Soil Organic Carbon Estimation in Croplands by Hyperspectral Remote APEX Data Using the LUCAS Topsoil Database

(2018) Fabio Castaldi et al.   Remote Sensing

Soil bacterial abundance and diversity better explained and predicted with spectro-transfer functions

(2018) Yuanyuan Yang et al.   SOIL BIOLOGY & BIOCHEMISTRY

Stratification of a local VIS-NIR-SWIR spectral library by homogeneity criteria yields more accurate soil organic carbon predictions

(2018) Jean Michel Moura-Bueno et al.   GEODERMA

External parameter orthogonalisation of Eastern European VisNIR-DRS soil spectra

(2018) Somsubhra Chakraborty et al.   GEODERMA

Evaluation of two methods to eliminate the effect of water from soil vis–NIR spectra for predictions of organic carbon

(2017) P. Roudier et al.   GEODERMA

Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy

(2016) Antonios Morellos et al.   BIOSYSTEMS ENGINEERING

Digital soil mapping: A brief history and some lessons

(2016) Budiman Minasny et al.   GEODERMA

Soil pH value, organic matter and macronutrients contents prediction using optical diffuse reflectance spectroscopy

(2015) Yubing Wang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Soil organic carbon and its fractions estimated by visible-near infrared transfer functions

(2015) R. A. Viscarra Rossel et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Modelling soil carbon fractions with visible near-infrared (VNIR) and mid-infrared (MIR) spectroscopy

(2015) N.M. Knox et al.   GEODERMA

Reflectance measurements of soils in the laboratory: Standards and protocols

(2015) Eyal Ben Dor et al.   GEODERMA

Using Visible and near Infrared Spectroscopy to Estimate Carbonates and Gypsum in Soils in Arid and Subhumid Regions of Isfahan, Iran

(2015) Fatemah Khayamim et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Predicting Soil Salinity with Vis–NIR Spectra after Removing the Effects of Soil Moisture Using External Parameter Orthogonalization

(2015) Ya Liu et al.   PLoS One

The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties

(2013) José M. Soriano-Disla et al.   APPLIED SPECTROSCOPY REVIEWS

Prediction of Soil Organic Carbon at the European Scale by Visible and Near InfraRed Reflectance Spectroscopy

(2013) Antoine Stevens et al.   PLoS One

Soil carbon mapping using on-the-go near infrared spectroscopy, topography and aerial photographs

(2011) Juan D. Muñoz et al.   GEODERMA

Variables selection methods in near-infrared spectroscopy

(2010) Zou Xiaobo et al.   ANALYTICA CHIMICA ACTA

Mapping iron oxides and the color of Australian soil using visible–near-infrared reflectance spectra

(2010) R. A. Viscarra Rossel et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Evaluation of Spectral Pretreatments, Partial Least Squares, Least Squares Support Vector Machines and Locally Weighted Regression for Quantitative Spectroscopic Analysis of Soils

(2010) Benoit Igne et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

In situ measurements of soil colour, mineral composition and clay content by vis–NIR spectroscopy

(2009) R.A. Viscarra Rossel et al.   GEODERMA

Using a legacy soil sample to develop a mid-IR spectral library

(2008) R. A. Viscarra Rossel et al.   AUSTRALIAN JOURNAL OF SOIL RESEARCH