Improved estimates of organic carbon using proximally sensed vis–NIR spectra corrected by piecewise direct standardization

No abstract is available for this paper.

• Publication year

  2015

• Venue

  European Journal of Soil Science

• Publication date

  2015-07-01

• Fields of study

  Environmental Science

• Identifiers
  DOI 10.1111/ejss.12271
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Accounting for the effects of water and the environment on proximally sensed vis–NIR soil spectra and their calibrations

  2015cited by this paper
• VisNIR spectra of dried ground soils predict properties of soils scanned moist and intact

  2014cited by this paper
• R: A language and environment for statistical computing.

  2014influential reference
• In Situ Measurement of Some Soil Properties in Paddy Soil Using Visible and Near-Infrared Spectroscopy

  2014cited by this paper
• MicroRNA Related Polymorphisms and Breast Cancer Risk

  2014cited by this paper
• [Estimation and mapping of soil organic matter based on Vis-NIR reflectance spectroscopy].

  2013cited by this paper
• Removing the effect of soil moisture from NIR diffuse reflectance spectra for the prediction of soil organic carbon

  2011influential reference
• Proximal Soil Sensing: An Effective Approach for Soil Measurements in Space and Time

  2011cited by this paper
• Organic carbon accumulation in a 2000-year chronosequence of paddy soil evolution

  2011cited by this paper
• On-the-go VisNIR: Potential and limitations for mapping soil clay and organic carbon

  2010cited by this paper
• Spiking of NIR regional models using samples from target sites: effect of model size on prediction accuracy.

  2010cited by this paper
• Investigation of chemometric instrumental transfer methods for high-resolution NMR.

  2009cited by this paper
• A Novel Method of Classifying Soil Profiles in the Field using Optical Means

  2008cited by this paper
• ParLeS: Software for chemometric analysis of spectroscopic data

  2008influential reference
• Real-time measurement of soil attributes using on-the-go near infrared reflectance spectroscopy

  2008cited by this paper
• Real-time measurement of soil attributes using onthe-go near infrared reflectance spectroscopy

  2008cited by this paper
• On-line measurement of some selected soil properties using a VIS–NIR sensor

  2007cited by this paper
• Tsukuba Meeting: Largest Attendance Ever

  2004cited by this paper
• Soil Carbon Sequestration Impacts on Global Climate Change and Food Security

  2004cited by this paper
• EPO–PLS external parameter orthogonalisation of PLS application to temperature-independent measurement of sugar content of intact fruits

  2003influential reference
• Transfer of multivariate calibration models: a review

  2002cited by this paper
• Near-Infrared Reflectance Spectroscopy–Principal Components Regression Analyses of Soil Properties

  2001influential reference
• PLS-regression: a basic tool of chemometrics

  2001cited by this paper
• Multivariate calibration transfer applied to the routine polarographic determination of copper, lead, cadmium and zinc

  1997cited by this paper
• Standardisation of near-infrared spectrometric instruments: A review

  1996cited by this paper
• Additive Background Correction in Multivariate Instrument Standardization

  1995cited by this paper
• Multivariate calibration standardization

  1994cited by this paper
• The Spectral Image Processing System (SIPS) - Interactive visualization and analysis of imaging spectrometer data

  1993cited by this paper
• Multivariate instrument standardization

  1991influential reference
• Computer-aided design of experiments

  1981cited by this paper
• SPECTRAL SIGNATURES OF PARTICULATE MINERALS IN THE VISIBLE AND NEAR INFRARED

  1977cited by this paper

• Enhancing soil organic matter prediction via deep transfer learning from mid-infrared soil spectral library to in-situ field

  2026cites this paper
• Calibration transfer for laser-induced breakdown spectroscopy via piecewise direct standardization with artificial neural networks and global features

  2026cites this paper
• Reliability of approaches for measuring soil organic carbon and implications for results-based payments for smallholder carbon farming.

  2026cites this paper
• Applications and Challenges of Visible-Near-Infrared and Mid-Infrared Spectroscopy in Soil Analysis: Chemometric Approaches and Data Fusion

  2026cites this paper
• Integrating soil spectral libraries with laboratory hyperspectral imaging for profile organic carbon prediction in paddy soils

  2026cites this paper
• Improving in-situ spectral estimation of wetland soil organic carbon by integrating multiple optimization strategies

  2025cites this paper
• Application of calibration transfer techniques between different mid‐infrared spectrometers/modules to improve accuracy in estimating soil properties

  2025cites this paper
• Proximal sensing characterization of polygenetic soils variability in Brazil

  2025cites this paper
• Spectral Data Processing for Field-Scale Soil Organic Carbon Monitoring

  2024cites this paper
• Near Infrared Spectroscopy (NIRS) Model Based on Transfer Learning

  2024influential citation
• In-situ prediction of soil organic carbon fractions in wheat-rice fields via visible near-infrared spectroscopy

  2024cites this paper
• Enhanced VNIR and MIR proximal sensing of soil organic matter and PLFA-derived soil microbial properties through machine learning ensembles and external parameter orthogonalization

  2024cites this paper
• Retrieving heavy metal concentrations in urban soil using satellite hyperspectral imagery

  2024cites this paper
• Handheld In Situ Methods for Soil Organic Carbon Assessment

  2024cites this paper
• On-site soil analysis: A novel approach combining NIR spectroscopy, remote sensing and deep learning

  2024cites this paper
• Advanced Soil Organic Matter Prediction with a Regional Soil NIR Spectral Library Using Long Short-Term Memory-Convolutional Neural Networks: A Case Study

  2024cites this paper
• Minimize of moisture effects from laboratory simulations of in-situ Vis-NIR spectral for the prediction of soil salinity

  2024cites this paper
• Is It Possible to Measure the Quality of Sugarcane in Real-Time during Harvesting Using Onboard NIR Spectroscopy?

  2024cites this paper
• Simultaneous estimation of multiple soil properties under moist conditions using fractional-order derivative of vis-NIR spectra and deep learning

  2023cites this paper
• Qualitative and Quantitative Assessments of Apple Quality Using Vis Spectroscopy Combined with Improved Particle-Swarm-Optimized Neural Networks

  2023cites this paper
• Prediction of Soil Organic Carbon Contents in Tibet Using a Visible Near-Infrared Spectral Library

  2023influential citation
• A simple but effective evaluation criterion for parameters optimization of EPO and its application to moisture insensitive prediction of soil organic matter

  2023cites this paper
• The validity domain of sensor fusion in sensing soil quality indicators

  2023cites this paper
• Spectra transfer based learning for predicting and classifying soil texture with short-ranged Vis-NIRS sensor

  2023cites this paper
• Calibration transfer between developed portable Vis/NIR devices for detection of soluble solids contents in apple

  2022cites this paper
• Common Latent Space Exploration for Calibration Transfer across Hyperspectral Imaging-Based Phenotyping Systems

  2022cites this paper
• Retrieving soil heavy metals concentrations based on GaoFen-5 hyperspectral satellite image at an opencast coal mine, Inner Mongolia, China.

  2022cites this paper
• Performance Optimization of a Developed Near-Infrared Spectrometer Using Calibration Transfer with a Variety of Transfer Samples for Geographical Origin Identification of Coffee Beans

  2022influential citation
• Mathematical techniques to remove moisture effects from visible–near-infrared–shortwave-infrared soil spectra—review 

  2022influential citation
• Can soil spectroscopy contribute to soil organic carbon monitoring on agricultural soils?

  2022cites this paper
• Hyperspectral Modeling of Soil Organic Matter Based on Characteristic Wavelength in East China

  2022cites this paper
• Simulation of Soil Organic Carbon Content Based on Laboratory Spectrum in the Three-Rivers Source Region of China

  2022cites this paper
• Evaluating three calibration transfer methods for predictions of soil properties using mid‐infrared spectroscopy

  2021cites this paper
• A Comparison Between Local and Global Models Among Different Near Infrared Spectroscopy Instruments for Corn Oils Prediction

  2021cites this paper
• Modeling of Diurnal Changing Patterns in Airborne Crop Remote Sensing Images

  2021cites this paper
• Ameliorating Environmental Effects on Hyperspectral Images for Improved Phenotyping in Greenhouse and Field Conditions

  2020cites this paper
• Prediction of the Soil Organic Matter (SOM) Content from Moist Soil Using Synchronous Two-Dimensional Correlation Spectroscopy (2D-COS) Analysis

  2020cites this paper
• Improving the transfer ability of calibration model for terahertz spectroscopy

  2020cites this paper
• Data fusion for the measurement of potentially toxic elements in soil using portable spectrometers.

  2020cites this paper
• Domain adaptive partial least squares regression

  2020cites this paper
• Refining transfer set in calibration transfer of near infrared spectra by backward refinement of samples

  2020cites this paper
• VisNIR integrated multi-sensing penetrometer for in situ high-resolution vertical soil sensing

  2020cites this paper
• Monitoring soil organic carbon in alpine soils using in situ vis‐NIR spectroscopy and a multilayer perceptron

  2020cites this paper
• Improved Mapping of Potentially Toxic Elements in Soil via Integration of Multiple Data Sources and Various Geostatistical Methods

  2020cites this paper
• Evaluating the characteristics of soil vis-NIR spectra after the removal of moisture effect using external parameter orthogonalization

  2020cites this paper
• Effectiveness of different approaches for in situ measurements of organic carbon using visible and near infrared spectrometry in the Poyang Lake basin area

  2020cites this paper
• Use of Visible and Near-Infrared Reflectance Spectroscopy Models to Determine Soil Erodibility Factor (K) in an Ecologically Restored Watershed

  2020cites this paper
• Calibration transfer across multiple hyperspectral imaging-based plant phenotyping systems: I - Spectral space adjustment

  2020cites this paper
• Feasibility of handheld mid-infrared spectroscopy to predict particle size distribution: influence of soil field condition and utilisation of existing spectral libraries

  2020cites this paper
• In-situ multi-sensor characterization of soil cores along an erosion-deposition gradient

  2019cites this paper
• X-ray fluorescence and visible near infrared sensor fusion for predicting soil chromium content

  2019cites this paper
• Multisource spectral-integrated estimation of cadmium concentrations in soil using a direct standardization and Spiking algorithm.

  2019cites this paper
• Estimation of Arsenic Content in Soil Based on Laboratory and Field Reflectance Spectroscopy

  2019cites this paper
• Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging

  2018cites this paper
• Calibration Transfer from Micro NIR Spectrometer to Hyperspectral Imaging: a Case Study on Predicting Soluble Solids Content of Bananito Fruit (Musa acuminata)

  2018cites this paper
• Visible-Near-Infrared Spectroscopy Prediction of Soil Characteristics as Affected by Soil-Water Content

  2018cites this paper
• Exploring the Sensitivity of Sampling Density in Digital Mapping of Soil Organic Carbon and Its Application in Soil Sampling

  2018cites this paper
• Prediction of Soil Organic Matter by VIS-NIR Spectroscopy Using Normalized Soil Moisture Index as a Proxy of Soil Moisture

  2017cites this paper
• Multitemporal soil pattern analysis for organic matter estimation at croplands using multispectral satellite data

  2017cites this paper
• Optimized self-adaptive model for assessment of soil organic matter using Fourier transform mid-infrared photoacoustic spectroscopy

  2017cites this paper
• Evaluation of two methods to eliminate the effect of water from soil vis–NIR spectra for predictions of organic carbon

  2017cites this paper
• Prediction of Soil Sand and Clay Contents via Visible and Near-Infrared (Vis-NIR) Spectroscopy

  2017cites this paper
• Penetrometer-Mounted VisNIR Spectroscopy: Implementation and Algorithm Development for In-Situ Soil Property Predictions

  2016influential citation
• A Memory-Based Learning Approach as Compared to Other Data Mining Algorithms for the Prediction of Soil Texture Using Diffuse Reflectance Spectra

  2016cites this paper
• Prediction of Soil Moisture Content and Soil Salt Concentration from Hyperspectral Laboratory and Field Data

  2016cites this paper
• Using a VNIR Spectral Library to Model Soil Carbon and Total Nitrogen Content

  2016cites this paper
• Organic Matter Modeling at the Landscape Scale Based on Multitemporal Soil Pattern Analysis Using RapidEye Data

  2015influential citation