Chemical characterization of the soils from black pepper (Piper nigrum L.) cultivation using principal component analysis (PCA) and Kohonen self-organizing map (KSOM)

Qualitative and Quantitative Analysis of Soils Using Laser-Induced Breakdown Spectroscopy and Chemometrics Tools

(2020) V. C. Costa et al.   Journal of Applied Spectroscopy

Laser‐induced breakdown spectroscopy applied to the rapid identification of different types of polyethylene used for toy manufacturing

(2020) Vinicius Câmara Costa et al.   JOURNAL OF CHEMOMETRICS

An eco-friendly infrared method for rapid soil sample preparation for multielemental determination by microwave induced plasma atomic emission spectrometry

(2020) Florencia Cora Jofre et al.   MICROCHEMICAL JOURNAL

Determination of base saturation percentage in agricultural soils via portable X-ray fluorescence spectrometer

(2019) Ashmita Rawal et al.   GEODERMA

The applicability of spectroscopy methods for estimating potentially toxic elements in soils: state-of-the-art and future trends

(2019) S. Nawar et al.   APPLIED SPECTROSCOPY REVIEWS

Characterization of soil profiles and elemental concentrations reveals deposition of heavy metals and phosphorus in a Chicago-area nature preserve, Gensburg Markham Prairie

(2019) Liliana M. Hernandez Gonzalez et al.   JOURNAL OF SOILS AND SEDIMENTS

Proposition of Sample Preparation Procedure of Cassava Flour with Diluted Acid Using Mixture Design and Evaluation of Nutrient Profiles by Multivariate Data Analysis

(2019) Vinicius Câmara Costa et al.   Food Analytical Methods

Evaluation of trace metal contents in soils with change of vegetation cover

(2019) Sabrina Dos Santos Ferreira et al.   INTERNATIONAL JOURNAL OF ENVIRONMENTAL ANALYTICAL CHEMISTRY

Evaluation of metal content in tea samples commercialized in sachets using multivariate data analysis techniques

(2019) Délis Alves Souza Gomes et al.   MICROCHEMICAL JOURNAL

Evaluation of macro and micronutrient elements content from soft drinks using principal component analysis and Kohonen self-organizing maps

(2018) Emanuela dos Santos Silva et al.   FOOD CHEMISTRY

Screening of Mangifera indica L. functional content using PCA and neural networks (ANN)

(2018) Maria Celeste da Silva Sauthier et al.   FOOD CHEMISTRY

Soil structure as an indicator of soil functions: A review

(2018) E. Rabot et al.   GEODERMA

Soil quality – A critical review

(2018) Else K. Bünemann et al.   SOIL BIOLOGY & BIOCHEMISTRY

Soil organic matter composition as a factor affecting the accumulation of polycyclic aromatic hydrocarbons

(2018) Aleksandra Ukalska-Jaruga et al.   JOURNAL OF SOILS AND SEDIMENTS

Soil suitability analysis and evaluation of pistachio orchard farming, using canonical multivariate analysis

(2018) Mohsen Bagheri Bodaghabadi et al.   SCIENTIA HORTICULTURAE

A Fast and Inexpensive Chemometric-Assisted Method to Identify Adulteration in Acai (Euterpe oleracea) Using Digital Images

(2017) Alisson Araújo et al.   Food Analytical Methods

Screening of Passiflora L. mineral content using principal component analysis and Kohonen self-organizing maps

(2017) Cleber Galvão Novaes et al.   FOOD CHEMISTRY

Self-organization and missing values in SOM and GTM

(2015) T. Vatanen et al.   NEUROCOMPUTING

Principal component analysis

(2014) Rasmus Bro et al.   Analytical Methods

Characterizing soils via portable X-ray fluorescence spectrometer: 3. Soil reaction (pH)

(2014) Aakriti Sharma et al.   GEODERMA

The use of Kohonen neural networks for runoff–erosion modeling

(2014) Camilo Allyson Simões de Farias et al.   JOURNAL OF SOILS AND SEDIMENTS

Analytical techniques for estimation of heavy metals in soil ecosystem: A tabulated review

(2014) Rajneet Kour Soodan et al.   TALANTA

Identification of sources of heavy metals in agricultural soils using multivariate analysis and GIS

(2013) Yushu Shan et al.   JOURNAL OF SOILS AND SEDIMENTS

Essentials of the self-organizing map

(2012) Teuvo Kohonen   NEURAL NETWORKS

A novel self-organizing map (SOM) neural network for discrete groups of data clustering

(2011) M.H. Ghaseminezhad et al.   APPLIED SOFT COMPUTING

Using Canonical Correspondence Analysis (CCA) to identify the most important DEM attributes for digital soil mapping applications

(2011) Mohsen Bagheri Bodaghabadi et al.   CATENA

Near-infrared (NIR) and mid-infrared (MIR) spectroscopic techniques for assessing the amount of carbon stock in soils – Critical review and research perspectives

(2011) Véronique Bellon-Maurel et al.   SOIL BIOLOGY & BIOCHEMISTRY

Fertility and acidity status of latossolos (oxisols) under pasture in the Brazilian Cerrado

(2010) Pedro R.S. Vendrame et al.   ANAIS DA ACADEMIA BRASILEIRA DE CIENCIAS

Using data mining to model and interpret soil diffuse reflectance spectra

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

Application of chemometrics to analysis of soil pollutants

(2010) Maria M.R. Mostert et al.   TRAC-TRENDS IN ANALYTICAL CHEMISTRY