Vis-SWIR spectral prediction model for soil organic matter with different grouping strategies

Regional soil organic carbon prediction model based on a discrete wavelet analysis of hyperspectral satellite data

(2020) Xiangtian Meng et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating forest soil organic carbon content using vis-NIR spectroscopy: Implications for large-scale soil carbon spectroscopic assessment

(2019) Shangshi Liu et al.   GEODERMA

Identification of soil profile classes using depth-weighted visible–near-infrared spectral reflectance

(2018) Xian-Li Xie et al.   GEODERMA

Allocate soil individuals to soil classes with topsoil spectral characteristics and decision trees

(2018) Xiaokang Zhang et al.   GEODERMA

An approach for hyperspectral image classification by optimizing SVM using self organizing map

(2018) Deepak Kumar Jain et al.   Journal of Computational Science

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

The minimum level for soil allocation using topsoil reflectance spectra: Genus or species?

(2018) Xiang Wang et al.   CATENA

Combination of fractional order derivative and memory-based learning algorithm to improve the estimation accuracy of soil organic matter by visible and near-infrared spectroscopy

(2018) Yongsheng Hong et al.   CATENA

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

(2017) Radim Vašát et al.   GEODERMA

Understanding the spatial distribution of factors controlling topsoil organic carbon content in European soils

(2017) M. Rial et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

An assessment of model averaging to improve predictive power of portable vis-NIR and XRF for the determination of agronomic soil properties

(2016) S.M. O'Rourke et al.   GEODERMA

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

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

Delineation of soil management zones for a rice cultivated area in eastern India using fuzzy clustering

(2015) Rahul Tripathi et al.   CATENA

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

Soil and human security in the 21st century

(2015) R. Amundson et al.   SCIENCE

Estimating Soil Organic Carbon Content with Visible–Near-Infrared (Vis-NIR) Spectroscopy

(2014) Yin Gao et al.   APPLIED SPECTROSCOPY

Improving the prediction performance of a large tropical vis-NIR spectroscopic soil library from Brazil by clustering into smaller subsets or use of data mining calibration techniques

(2014) S. R. Araújo et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

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

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

(2013) Antoine Stevens et al.   PLoS One

Prediction of soil organic carbon content by diffuse reflectance spectroscopy using a local partial least square regression approach

(2013) Marco Nocita et al.   SOIL BIOLOGY & BIOCHEMISTRY

Application of digital soil mapping methods for identifying salinity management classes based on a study on coastal central China

(2013) Y. Guo et al.   SOIL USE AND MANAGEMENT

Stability competitive adaptive reweighted sampling (SCARS) and its applications to multivariate calibration of NIR spectra

(2012) Kaiyi Zheng et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Soil Organic Matters

(2011) D. S. Powlson et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Calibration of visible and near infrared spectroscopy for soil analysis at the field scale on three European farms

(2011) B. Kuang et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Digitally mapping the information content of visible–near infrared spectra of surficial Australian soils

(2011) R.A. Viscarra Rossel et al.   REMOTE SENSING OF ENVIRONMENT

Spiking of NIR regional models using samples from target sites: Effect of model size on prediction accuracy

(2010) César Guerrero 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

A wavelength selection method based on randomization test for near-infrared spectral analysis

(2009) Heng Xu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

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

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