Near infrared spectroscopy: A mature analytical technique with new perspectives–A review

C Pasquini - Analytica chimica acta, 2018 - Elsevier
Last decade's advances and modern aspects of near infrared spectroscopy are critically
examined and reviewed. Innovative instrumentation, highlighted by portable and imaging …

Remote sensing techniques for soil organic carbon estimation: A review

T Angelopoulou, N Tziolas, A Balafoutis, G Zalidis… - Remote Sensing, 2019 - mdpi.com
Towards the need for sustainable development, remote sensing (RS) techniques in the
Visible-Near Infrared–Shortwave Infrared (VNIR–SWIR, 400–2500 nm) region could assist …

Application of fractional-order derivative in the quantitative estimation of soil organic matter content through visible and near-infrared spectroscopy

Y Hong, Y Liu, Y Chen, Y Liu, L Yu, Y Liu, H Cheng - Geoderma, 2019 - Elsevier
The spectral preprocessing method has become an integral component of soil analysis
through visible and near-infrared (Vis-NIR) spectroscopy. Various spectral pretreatment …

From laboratory to proximal sensing spectroscopy for soil organic carbon estimation—A review

T Angelopoulou, A Balafoutis, G Zalidis, D Bochtis - Sustainability, 2020 - mdpi.com
Rapid and cost-effective soil properties estimations are considered imperative for the
monitoring and recording of agricultural soil condition for the implementation of site-specific …

High-resolution agriculture soil property maps from digital soil map** methods, Czech Republic

D Žížala, R Minařík, J Skála, H Beitlerová, A Juřicová… - Catena, 2022 - Elsevier
Detailed maps of soil properties are essential for soil protection planning and management;
however, creating very high-resolution maps at the national level with sufficient accuracy is a …

Soil properties prediction for precision agriculture using visible and near-infrared spectroscopy: A systematic review and meta-analysis

A Ahmadi, M Emami, A Daccache, L He - Agronomy, 2021 - mdpi.com
Reflectance spectroscopy for soil property prediction is a non-invasive, fast, and cost-
effective alternative to the standard laboratory analytical procedures. Soil spectroscopy has …

Tuning support vector machines regression models improves prediction accuracy of soil properties in MIR spectroscopy

L Deiss, AJ Margenot, SW Culman, MS Demyan - Geoderma, 2020 - Elsevier
Estimating soil properties in diffuse reflectance infrared Fourier transform spectroscopy in
the mid-infrared region (mid-DRIFTS) uses statistical modeling (chemometrics) to predict soil …

A soil quality index using Vis-NIR and pXRF spectra of a soil profile

G Gozukara, M Acar, E Ozlu, O Dengiz, AE Hartemink… - Catena, 2022 - Elsevier
A soil quality index (SQI) can be used to manage the soil for potential uses and remediate
limitations of soil for sustainable agriculture and ecology. The objectives of this study were to …

Evaluation and Prediction of Topsoil organic carbon using Machine learning and hybrid models at a Field-scale

HR Matinfar, Z Maghsodi, SR Mousavi, A Rahmani - Catena, 2021 - Elsevier
Digital map** of soil organic carbon (SOC) is crucial to evaluate its spatial variability and
also to assess environmental factors controlling it at field scale. The current study was …

National soil data in EU countries, where do we stand?

S Cornu, S Keesstra, A Bispo… - European Journal of …, 2023 - Wiley Online Library
At the European scale, soil characteristics are needed to evaluate soil quality, soil health
and soil‐based ecosystem services in the context of the European Green Deal. While some …