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Vis-NIR Spectroscopy for Soil Organic Carbon Assessment: A Meta-Analysis
AbstractThe research papers assessing the content of soil organic carbon with the help of Vis-NIR spectroscopy approaches are systematically analyzed...
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Using deep neural networks for evaluation of soil quality based on VIS–NIR spectroscopy
This study is focused on evaluating the potential of deep neural networks for assessing soil properties based on VIS–NIR spectroscopy with spectral...
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A CNN model for predicting soil properties using VIS–NIR spectral data
This research aims to develop a novel deep learning-based model for predicting soil properties based on visible and near-infrared (VIS–NIR)...
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Soil Catena Characterization using pXRF and Vis-NIR Spectroscopy in Northwest Turkey
AbstractSoil profile characterization using Vis-NIR and pXRF provides relatively quick measurements, and can be conducted in-situ. The objectives of...
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Feasibility Study of PLS and Bagging-PLS Regressions in Predicting Some Soil Heavy Metals by VIS to NIR and SWIR Bands: Case Study of Hormuz Island Soils
AbstractUsing visible (VIS), near-infrared (NIR), and short-wave infrared (SWIR) spectra can provide a quick, undisturbed, and inexpensive method for...
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Estimating purple-soil moisture content using Vis-NIR spectroscopy
Soil moisture is essential for plant growth in terrestrial ecosystems. This study investigated the visible-near infrared (Vis-NIR) spectra of three...
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Exploring the spatial variability of soil properties using reflectance spectroscopy and magnetic susceptibility techniques in arid lands
The accuracy, speed, and feasibility of studying soil properties depend largely on the techniques used and their efficiency to correlate soil...
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Raman-XPS Spectroscopy, REE Chemistry, and Morphological Studies of Detrital Zircon and Monazite — Implications for Metamict State and Provenance
A combination of advanced characterisation techniques was applied to study the structure, chemistry, and surface morphological features of detrital...
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Assessment of soil quality using VIS–NIR spectra in invaded coastal wetlands
Assessment of soil quality is one of the most important issues concerning changes in coastal ecosystem services resulting from the establishment of Spa...
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Predicting Organic Matter Content, Total Nitrogen and pH Value of Lime Concretion Black Soil Based on Visible and Near Infrared Spectroscopy
AbstractLime concretion black soil is a kind of ancient cultivated soil and exhibits highly-localized distributions in China’s important commodity...
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Determination of Soil Organic Matter and Total Nitrogen from Visible Near-Infrared Spectroscopy by Multivariate Models and Variable Selection Techniques
AbstractThe status of soil nutrient content is a fundamental factor affecting changes in soil quality, influencing the growth conditions and yield...
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Strength prediction model for water-bearing sandstone based on near-infrared spectroscopy
The strength of water-bearing rock cannot be obtained in real time and by nondestructive experiments, which is an issue at cultural relics protection...
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Point and Imaging Spectroscopy in Geospatial Analysis of Soils
The regular monitoring of soil physical, chemical, and biological properties is very essential, due to its role in soil ecosystem functions. A...
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Improving the accuracy of soil organic carbon content prediction based on visible and near-infrared spectroscopy and machine learning
Choosing appropriate multivariate calibration and preprocessing transformation techniques is important in the determination of soil organic carbon...
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Prediction of Soil Properties by Visible and Near-Infrared Reflectance Spectroscopy
Abstract—The major goal of this research was to assess the ability of visible-near-infrared (VIS-NIR) spectroscopy combined with multivariate...
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Prediction of Soil Organic Carbon Contents in Tibet Using a Visible Near-Infrared Spectral Library
AbstractAccurate soil organic carbon (SOC) data are very important for management of agricultural production and climate change mitigation. Visible...
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Study on Hyperspectral Remote Sensing Based Rapid Determination of Coal Quality Parameters
In this research work, reflectance spectroscopy of Jharia and Raniganj coal samples across the Vis–NIR–SWIR range (wavelength: 350–2500 nm) were...
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Synthesis and physicochemical characterization of silver nanoparticles from the dye-yielding plants, Terminalia paniculata and Mallotus philippensis
Dye-yielding plants have been proved to be strong candidates for several scientific experiments. But the exploration of these plants in the field of...
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Rapid Determination of As and Pb Concentrations in Soil Based Binary Grey Wolf Optimization and Partial Least Squares Regression
AbstractTo effectively monitor As and Pb pollution in soil and undertake protection measures in time, it is critical to develop a rapid and accurate...
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Comparitive study on instrumental characteristics and antibacterial efficacy of green synthesized silver nanoparticles from two pharmacologically important Garcinia species: Garcinia conicarpa and Garcinia cambogioides of Western Ghats
Nanoparticles have a wide range of applications. This work elaborates on the new findings in the AgNPs research domain using two pharmacologically...
