Soil is a conditionally renewable environmental element that supports human well-being through a range of functions, including helping to mitigate the effects of climate change and increasing food security. Its preservation is a challenge that requires continuous monitoring of its condition through its physical and chemical parameters. There is a growing need to replace costly and labour-intensive traditional laboratory testing with non-destructive methods. Diffuse reflectance spectroscopy in the visible and near-infrared ranges can only fulfil its potential if the estimation of soil properties based on non-destructive tests can be supported by comprehensive soil spectral libraries based on spatially representative soil samples.
The data originating from the soil survey coordinated by the Institute for Soil Sciences within the framework of the Hungarian Soil Degradation Observation System (HSDOS), integrated with the spectral analyses of the archived samples, resulted in the most comprehensive and internationally outstanding soil spectral library of agricultural soils in Hungary, which was published in the journal Scientific Data and made available on Zenodo.
The database contains the reflectance spectra of 5,490 soil samples measured at wavelengths between 350 and 2,500 nm together with basic soil parameters (pH, soil organic matter, calcium carbonate, total salinity, total nitrogen content, soluble phosphorus, soluble potassium, Plasticity Index according to Arany, soil profile depth). The composite samples, collected in representative sampling units of five hectares following a strict protocol were taken from nationally representative agricultural fields, processed in an accredited laboratory, their spectral characteristics were recorded by spectroradiometer.
The published spectral library provides a unique basis for estimating important soil properties such as soil organic carbon content, cation exchange capacity and the reaction of soil. Potential users of the database include soil, agricultural and environmental professionals and researchers interested in the study, maintenance, protection and improvement of current soil conditions.
The study published in the journal Scientific Data is available at the following link:
Mészáros J, Kovács Zs, László P, Vass-Meyndt Sz, Koós S, Pirkó B, Szűcs-Vásárhelyi N, Bakacsi Zs, Laborczi A, Balog K, Pásztor L.: Vis-NIR soil spectral library of the Hungarian Soil Degradation Observation System. Sci Data 12, 363 (2025). https://doi.org/10.1038/s41597-025-04667-9
The dataset is available and can be downloaded from https://doi.org/10.5281/zenodo.14610222