Estimation of Organic Carbon in Anthropogenic Soil by VIS-NIR Spectroscopy: Effect of Variable Selection

Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review

(2019) Theodora Angelopoulou et al.   Remote Sensing

The Influence of Spectral Pretreatment on the Selection of Representative Calibration Samples for Soil Organic Matter Estimation Using Vis-NIR Reflectance Spectroscopy

(2019) Yi Liu et al.   Remote Sensing

The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges

(2019) José A.M. Demattê et al.   GEODERMA

An agricultural practise with climate and food security benefits: “Claying” with kaolinitic clay subsoil decreased soil carbon priming and mineralisation in sandy cropping soils

(2019) Samantha P. Grover et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spectroscopic measurements and imaging of soil colour for field scale estimation of soil organic carbon

(2019) Asa Gholizadeh et al.   GEODERMA

Estimating soil organic carbon density in plains using landscape metric-based regression Kriging model

(2019) Zihao Wu et al.   SOIL & TILLAGE RESEARCH

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

Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS–NIR Spectroscopy

(2018) Yongsheng Hong et al.   Remote Sensing

Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging

(2018) Asa Gholizadeh et al.   REMOTE SENSING OF ENVIRONMENT

Spectral features extraction for estimation of soil total nitrogen content based on modified ant colony optimization algorithm

(2018) Yao Zhang et al.   GEODERMA

Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales

(2018) Martin Wiesmeier et al.   GEODERMA

In-situ prediction of soil organic carbon by vis-NIR spectroscopy: an efficient use of limited field data

(2017) A. Kühnel et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

LUCAS Soil, the largest expandable soil dataset for Europe: a review

(2017) A. Orgiazzi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Simple but efficient signal pre-processing in soil organic carbon spectroscopic estimation

(2017) Radim Vašát et al.   GEODERMA

Agricultural Soil Spectral Response and Properties Assessment: Effects of Measurement Protocol and Data Mining Technique

(2017) Asa Gholizadeh et al.   Remote Sensing

Quantification of Soil Properties with Hyperspectral Data: Selecting Spectral Variables with Different Methods to Improve Accuracies and Analyze Prediction Mechanisms

(2017) Michael Vohland et al.   Remote Sensing

Construction of the Calibration Set through Multivariate Analysis in Visible and Near-Infrared Prediction Model for Estimating Soil Organic Matter

(2017) Xiaomi Wang et al.   Remote Sensing

Remote estimation of soil organic matter content in the Sanjiang Plain, Northest China: The optimal band algorithm versus the GRA-ANN model

(2016) Xiuliang Jin et al.   AGRICULTURAL AND FOREST METEOROLOGY

Recursive variable selection to update near-infrared spectroscopy model for the determination of soil nitrogen and organic carbon

(2016) Shengyao Jia et al.   GEODERMA

Using Variable Selection and Wavelets to Exploit the Full Potential of Visible–Near Infrared Spectra for Predicting Soil Properties

(2016) Michael Vohland et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Do we really need large spectral libraries for local scale SOC assessment with NIR spectroscopy?

(2016) César Guerrero et al.   SOIL & TILLAGE RESEARCH

Tropical Texture Determination by Proximal Sensing Using a Regional Spectral Library and Its Relationship with Soil Classification

(2016) Marilusa Lacerda et al.   Remote Sensing

Comparing different data preprocessing methods for monitoring soil heavy metals based on soil spectral features

(2016) A. Gholizadeh et al.   Soil and Water Research

Determination of tea polyphenols content by infrared spectroscopy coupled with iPLS and random frog techniques

(2015) Xiaoli Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

(2015) Z. Shi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Estimating blueberry mechanical properties based on random frog selected hyperspectral data

(2015) Meng-Han Hu et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Potential of VIS-NIR-SWIR Spectroscopy from the Chinese Soil Spectral Library for Assessment of Nitrogen Fertilization Rates in the Paddy-Rice Region, China

(2015) Shuo Li et al.   Remote Sensing

Soil Organic Carbon Content Estimation with Laboratory-Based Visible–Near-Infrared Reflectance Spectroscopy: Feature Selection

(2014) Tiezhu Shi et al.   APPLIED SPECTROSCOPY

Determination of soil properties with visible to near- and mid-infrared spectroscopy: Effects of spectral variable selection

(2014) M. Vohland et al.   GEODERMA

Development of a national VNIR soil-spectral library for soil classification and prediction of organic matter concentrations

(2014) Zhou Shi et al.   Science China-Earth Sciences

Transferability of a Visible and Near-Infrared Model for Soil Organic Matter Estimation in Riparian Landscapes

(2014) Yaolin Liu et al.   Remote Sensing

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

(2013) Antoine Stevens et al.   PLoS One

Random frog: An efficient reversible jump Markov Chain Monte Carlo-like approach for variable selection with applications to gene selection and disease classification

(2012) Hong-Dong Li et al.   ANALYTICA CHIMICA ACTA

A review of variable selection methods in Partial Least Squares Regression

(2012) Tahir Mehmood et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Predicting soil properties from the Australian soil visible-near infrared spectroscopic database

(2012) R. A. Viscarra Rossel et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Estimation of total iron content in floodplain soils using VNIR spectroscopy – a case study in the Le'an River floodplain, China

(2012) Yaolin Liu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Persistence of soil organic matter as an ecosystem property

(2011) Michael W. I. Schmidt et al.   NATURE

Increased sample point density in farm soil mapping by local calibration of visible and near infrared prediction models

(2010) Johanna Wetterlind et al.   GEODERMA

Using data mining to model and interpret soil diffuse reflectance spectra

(2010) R.A. Viscarra Rossel et al.   GEODERMA

Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration

(2009) Hongdong Li et al.   ANALYTICA CHIMICA ACTA

The carbon balance of terrestrial ecosystems in China

(2009) Shilong Piao et al.   NATURE

Estimating soil organic carbon from soil reflectance: a review

(2009) Moslem Ladoni et al.   PRECISION AGRICULTURE

Review of the most common pre-processing techniques for near-infrared spectra

(2009) Åsmund Rinnan et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

A variable elimination method to improve the parsimony of MLR models using the successive projections algorithm

(2008) Roberto Kawakami Harrop Galvão et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

The use of near infrared (NIR) spectroscopy to improve soil mapping at the farm scale

(2008) Johanna Wetterlind et al.   PRECISION AGRICULTURE