Prediction of organic carbon and calcium carbonates in agricultural soils with Vis-NIR spectroscopy

The objectives of this study were to (i) evaluate the ability of Vis-NIR spectroscopy to predict soil organic carbon (SOC) and CaCO3 content in the heterogeneous agricultural soils from Dalmatia, Croatia and (ii) to compare the performance of two multivariate calibration techniques: partial least sq...

書誌詳細
出版年:	Poljoprivreda
主要な著者:	Boško Miloš, Aleksandra Bensa
フォーマット:	論文
言語:	英語
出版事項:	Faculty of Agrobitechnical Sciences Osijek 2018-01-01
主題:	diffuse reflectance spectroscopy PLSR regression SVMR
オンライン･アクセス:	https://hrcak.srce.hr/file/295976

類似資料

Prediction of soil nutrients through PLSR and SVMR models by VIs-NIR reflectance spectroscopy
著者:: Chiranjit Singha, 等
出版事項: (2023-12-01)

Vis-NIR Reflectance Spectroscopy and PLSR to Predict PCB Content in Severely Contaminated Soils: A Perspective Approach
著者:: Natalia Leone, 等
出版事項: (2022-08-01)

Chemometric technique performances in predicting forest soil chemical and biological properties from UV-Vis-NIR reflectance spectra with small, high dimensional datasets
著者:: Bellino A, 等
出版事項: (2016-02-01)

VIS-NIR spectroscopy and environmental factors coupled with PLSR models to predict soil organic carbon and nitrogen
著者:: Jingrong Zhu, 等
出版事項: (2024-12-01)

Prediction of soil organic carbon and total nitrogen affected by mine using Vis–NIR spectroscopy coupled with machine learning algorithms in calcareous soils
著者:: Tianqi Zhang, 等
出版事項: (2024-11-01)

Mapping the Variability of Soil Texture-Based on Vis-NIR Proximal Sensing
著者:: Sari Virgawati, 等
出版事項: (2018-08-01)

Advancing Soil Organic Carbon and Total Nitrogen Modelling in Peatlands: The Impact of Environmental Variable Resolution and vis-NIR Spectroscopy Integration
著者:: Wanderson de Sousa Mendes, 等
出版事項: (2023-07-01)

Rapid prediction of soil available sulphur using visible near-infrared reflectance spectroscopy
著者:: BHABANI PRASAD MONDAL, 等
出版事項: (2021-09-01)

Biochar as Soil Amendment: The Effect of Biochar on Soil Properties Using VIS-NIR Diffuse Reflectance Spectroscopy, Biochar Aging and Soil Microbiology—A Review
著者:: Vasileios Tsolis, 等
出版事項: (2023-08-01)

VIS-NIR Diffuse Reflectance Spectroscopy System with Self-Calibrating Fiber-Optic Probe: Study of Perturbation Resistance
著者:: Valeriya Perekatova, 等
出版事項: (2023-01-01)

Comparing the handheld Stenon FarmLab soil sensor with a Vis-NIR multi-sensor soil sensing platform
著者:: Alexander Steiger, 等
出版事項: (2025-03-01)

The manifestation of VIS-NIRS spectroscopy data to predict and mapping soil texture in the Triffa plain (Morocco)
著者:: Ayoub Lazaar, 等
出版事項: (2020-12-01)

Fatty acid analysis in microalgal mono- and polycultures using diffuse reflectance infrared Fourier transform spectroscopy coupled with partial least squares analysis
著者:: Calle Niemi, 等
出版事項: (2024-06-01)

Can Agricultural Management Induced Changes in Soil Organic Carbon Be Detected Using Mid-Infrared Spectroscopy?
著者:: Jonathan Sanderman, 等
出版事項: (2021-06-01)

Rapid Quantification Method for Yield, Calorimetric Energy and Chlorophyll <i>a</i> Fluorescence Parameters in <i>Nicotiana tabacum</i> L. Using Vis-NIR-SWIR Hyperspectroscopy
著者:: Renan Falcioni, 等
出版事項: (2022-09-01)

Development of a Soil Organic Matter Content Prediction Model Based on Supervised Learning Using Vis-NIR/SWIR Spectroscopy
著者:: Min-Jee Kim, 等
出版事項: (2022-07-01)

PCA- and PLSR-Based Machine Learning Model for Prediction of Urea-N Content in Heterogeneous Soils Using Near-Infrared Spectroscopy
著者:: Damiano Crescini, 等
出版事項: (2025-07-01)

Estimating Soil Organic Carbon of Cropland Soil at Different Levels of Soil Moisture Using VIS-NIR Spectroscopy
著者:: Qinghu Jiang, 等
出版事項: (2016-09-01)

Combining Laser-Induced Breakdown Spectroscopy (LIBS) and Visible Near-Infrared Spectroscopy (Vis-NIRS) for Soil Phosphorus Determination
著者:: Sara Sánchez-Esteva, 等
出版事項: (2020-09-01)

Montmorillonite content prediction in bentonite using Vis–NIR spectroscopy and PLSR analysis: Effects of humidity and mineralogical variability
著者:: Chanyoung Seo, 等
出版事項: (2024-08-01)

Comparison of Diffuse Reflectance and Diffuse Transmittance Vis/NIR Spectroscopy for Assessing Soluble Solids Content in Kiwifruit Coupled with Chemometrics
著者:: Yu Xia, 等
出版事項: (2024-11-01)

Combining Laser-Induced Breakdown Spectroscopy and Visible Near-Infrared Spectroscopy for Predicting Soil Organic Carbon and Texture: A Danish National-Scale Study
著者:: Alex Wangeci, 等
出版事項: (2024-07-01)

Assessment of the Impact of Soil Contamination with Cadmium and Mercury on Leaf Nitrogen Content and Miscanthus Yield Applying Proximal Spectroscopy
著者:: Ivana Šestak, 等
出版事項: (2022-01-01)

Evaluating the Precision and Accuracy of Proximal Soil vis–NIR Sensors for Estimating Soil Organic Matter and Texture
著者:: Nandkishor M. Dhawale, 等
出版事項: (2021-08-01)

Insights into the Effects of Study Area Size and Soil Sampling Density in the Prediction of Soil Organic Carbon by Vis-NIR Diffuse Reflectance Spectroscopy in Two Forest Areas
著者:: Massimo Conforti, 等
出版事項: (2022-12-01)

Quantitative estimation of soil salinity by means of different modeling methods and visible-near infrared (VIS–NIR) spectroscopy, Ebinur Lake Wetland, Northwest China
著者:: Jingzhe Wang, 等
出版事項: (2018-05-01)

Comparison of soil organic carbon stocks predicted using visible and near infrared reflectance (VNIR) spectra acquired in situ vs. on sieved dried samples: Synthesis of different studies
著者:: Aurélie Cambou, 等
出版事項: (2021-12-01)

Reflectance spectroscopy allows rapid, accurate and non‐destructive estimates of functional traits from pressed leaves
著者:: Shan Kothari, 等
出版事項: (2023-02-01)

Strategies for the Development of Spectral Models for Soil Organic Matter Estimation
著者:: Everson Cezar, 等
出版事項: (2021-04-01)

Kinetic profile inference with outlier detection using support vector machine regression and Gaussian process regression
著者:: Minseok Kim, 等
出版事項: (2024-01-01)

On-the-Go Vis-NIR Spectroscopy for Field-Scale Spatial-Temporal Monitoring of Soil Organic Carbon
著者:: Javier Reyes, 等
出版事項: (2023-08-01)

Estimation of Organic Carbon in Anthropogenic Soil by VIS-NIR Spectroscopy: Effect of Variable Selection
著者:: Lu Xu, 等
出版事項: (2020-10-01)

Monitoring Land Management Practices Using Vis–NIR Spectroscopy Provides Insights into Predicting Soil Organic Carbon and Limestone Levels in Agricultural Plots
著者:: Juan E. Herranz-Luque, 等
出版事項: (2024-05-01)

Estimating Soil Properties and Nutrients by Visible and Infrared Diffuse Reflectance Spectroscopy to Characterize Vineyards
著者:: José Ramón Rodríguez-Pérez, 等
出版事項: (2021-09-01)

Using Various Models for Predicting Soil Organic Carbon Based on DRIFT-FTIR and Chemical Analysis
著者:: Fatma N. Thabit, 等
出版事項: (2024-02-01)

Semi‐Quantification of the Calcium Carbonate in Marine Sediments by Visible and Near‐Infrared Diffuse Reflectance Spectroscopy
著者:: Wei Cao, 等
出版事項: (2024-04-01)

VIS-NIR Modeling of Hydrangenol and Phyllodulcin Contents in Tea-Hortensia (<i>Hydrangea macrophylla</i> subsp. <i>serrata</i>)
著者:: Marcel Dieter Moll, 等
出版事項: (2022-03-01)

Hyperspectral estimation of mercury content of soil in Oasis city in arid zones of China
著者:: Qing Zhong, 等
出版事項: (2024-01-01)

The assessment of soil organic matter in the KwaZulu-natal province of South Africa and its relationship to spectroscopy data
著者:: Tessnika Sewpersad, 等
出版事項: (2024-01-01)

Comparison of Depth-Specific Prediction of Soil Properties: MIR vs. Vis-NIR Spectroscopy
著者:: Zhan Shi, 等
出版事項: (2023-06-01)