Ensemble Identification of Spectral Bands Related to Soil Organic Carbon Levels over an Agricultural Field in Southern Ontario, Canada

Assessing the Performance of UAS-Compatible Multispectral and Hyperspectral Sensors for Soil Organic Carbon Prediction

(2019) Giacomo Crucil et al.   Sustainability

Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review

(2019) Theodora Angelopoulou et al.   Remote Sensing

Using interpretable fuzzy rule-based models for the estimation of soil organic carbon from VNIR/SWIR spectra and soil texture

(2019) Nikolaos L. Tsakiridis et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Modelling the topsoil carbon stock of agricultural lands with the Stochastic Gradient Treeboost in a semi-arid Mediterranean region

(2017) Calogero Schillaci et al.   GEODERMA

Spectral band selection for vegetation properties retrieval using Gaussian processes regression

(2016) Jochem Verrelst et al.   International Journal of Applied Earth Observation and Geoinformation

A new hyperspectral band selection and classification framework based on combining multiple classifiers

(2016) Shijin Li et al.   PATTERN RECOGNITION LETTERS

Estimating Soil Organic Carbon of Cropland Soil at Different Levels of Soil Moisture Using VIS-NIR Spectroscopy

(2016) Qinghu Jiang et al.   Remote Sensing

Laboratory-based Vis–NIR spectroscopy and partial least square regression with spatially correlated errors for predicting spatial variation of soil organic matter content

(2015) Massimo Conforti et al.   CATENA

Multi-method ensemble selection of spectral bands related to leaf biochemistry

(2015) Hannes Feilhauer et al.   REMOTE SENSING OF ENVIRONMENT

Prediction of Soil Organic Carbon under Varying Moisture Levels Using Reflectance Spectroscopy

(2014) Eduardo A. Rienzi et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

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

(2014) Yaolin Liu et al.   Remote Sensing

A novel approach to hyperspectral band selection based on spectral shape similarity analysis and fast branch and bound search

(2013) Shijin Li et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Using Vis-NIR Spectroscopy for Monitoring Temporal Changes in Soil Organic Carbon

(2013) Fan Deng et al.   SOIL SCIENCE

Multiple Classifier System for Remote Sensing Image Classification: A Review

(2012) Peijun Du et al.   SENSORS

Predicting soil organic carbon and total nitrogen using mid- and near-infrared spectra for Brookston clay loam soil in Southwestern Ontario, Canada

(2011) H. T. Xie et al.   CANADIAN JOURNAL OF SOIL SCIENCE

Comparison and detection of total and available soil carbon fractions using visible/near infrared diffuse reflectance spectroscopy

(2011) D.V. Sarkhot et al.   GEODERMA

Measuring soil organic carbon in croplands at regional scale using airborne imaging spectroscopy

(2010) Antoine Stevens et al.   GEODERMA

Using data mining to model and interpret soil diffuse reflectance spectra

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

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

Retrieval of chlorophyll and nitrogen in Norway spruce (Picea abies L. Karst.) using imaging spectroscopy

(2009) Martin Schlerf et al.   International Journal of Applied Earth Observation and Geoinformation

Retrieval of foliar information about plant pigment systems from high resolution spectroscopy

(2009) Susan L. Ustin et al.   REMOTE SENSING OF ENVIRONMENT

Using Imaging Spectroscopy to study soil properties

(2009) E. Ben-Dor et al.   REMOTE SENSING OF ENVIRONMENT

Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study

(2008) Cécile Gomez et al.   GEODERMA