Quantitative Retrieval of Organic Soil Properties from Visible Near-Infrared Shortwave Infrared (Vis-NIR-SWIR) Spectroscopy Using Fractal-Based Feature Extraction

A global spectral library to characterize the world's soil

(2016) R.A. Viscarra Rossel et al.   EARTH-SCIENCE REVIEWS

Heavy metals in agricultural soils of the European Union with implications for food safety

(2016) G. Tóth et al.   ENVIRONMENT INTERNATIONAL

Mapping topsoil physical properties at European scale using the LUCAS database

(2016) Cristiano Ballabio et al.   GEODERMA

Bioactive Molecule Prediction Using Extreme Gradient Boosting

(2016) Ismail Babajide Mustapha et al.   MOLECULES

Prediction of soil attributes using the Chinese soil spectral library and standardized spectra recorded at field conditions

(2016) Wenjun Ji et al.   SOIL & TILLAGE RESEARCH

Prediction of Common Surface Soil Properties Based on Vis-NIR Airborne and Simulated EnMAP Imaging Spectroscopy Data: Prediction Accuracy and Influence of Spatial Resolution

(2016) Andreas Steinberg et al.   Remote Sensing

Stacked Denoise Autoencoder Based Feature Extraction and Classification for Hyperspectral Images

(2016) Chen Xing et al.   Journal of Sensors

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

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

Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning

(2015) Fan Li et al.   IEEE Geoscience and Remote Sensing Letters

Prediction of soil properties using imaging spectroscopy: Considering fractional vegetation cover to improve accuracy

(2015) M.H.D. Franceschini et al.   International Journal of Applied Earth Observation and Geoinformation

Dimensionality reduction of hyperspectral images based on sparse discriminant manifold embedding

(2015) Hong Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Quantitative Prediction of Beef Quality Using Visible and NIR Spectroscopy with Large Data Samples Under Industry Conditions

(2015) T. Qiao et al.   Journal of Applied Spectroscopy

The EnMAP Spaceborne Imaging Spectroscopy Mission for Earth Observation

(2015) Luis Guanter et al.   Remote Sensing

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

The LUCAS topsoil database and derived information on the regional variability of cropland topsoil properties in the European Union

(2013) Gergely Tóth et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

The spectrum-based learner: A new local approach for modeling soil vis–NIR spectra of complex datasets

(2013) Leonardo Ramirez-Lopez et al.   GEODERMA

Manifold-Learning-Based Feature Extraction for Classification of Hyperspectral Data: A Review of Advances in Manifold Learning

(2013) Dalton Lunga et al.   IEEE SIGNAL PROCESSING MAGAZINE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Using multiple spectral feature analysis for quantitative pH mapping in a mining environment

(2013) Veronika Kopačková   International Journal of Applied Earth Observation and Geoinformation

Comparative performance of fractal based and conventional methods for dimensionality reduction of hyperspectral data

(2013) Kriti Mukherjee et al.   OPTICS AND LASERS IN ENGINEERING

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

Distance and similarity-search metrics for use with soil vis–NIR spectra

(2012) L. Ramirez-Lopez et al.   GEODERMA

Variogram Fractal Dimension Based Features for Hyperspectral Data Dimensionality Reduction

(2012) Kriti Mukherjee et al.   Journal of the Indian Society of Remote Sensing

Estimators of Fractal Dimension: Assessing the Roughness of Time Series and Spatial Data

(2012) Tilmann Gneiting et al.   STATISTICAL SCIENCE

Dimensionality reduction of hyperspectral data using spectral fractal feature

(2012) Kriti Mukherjee et al.   Geocarto International

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

Using data mining to model and interpret soil diffuse reflectance spectra

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

Fractal-based dimensionality reduction of hyperspectral images

(2009) Jayanta Kumar Ghosh et al.   Journal of the Indian Society of Remote Sensing

Multifractal analysis of the UV/VIS spectra of malignant ascites: Confirmation of the diagnostic validity of a clinically evaluated spectral analysis

(2008) Irini S. Reljin et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS