[HTML][HTML] BIS-4D: mapping soil properties and their uncertainties at 25 m resolution in the Netherlands

A Helfenstein, VL Mulder… - Earth System …, 2024 - essd.copernicus.org
In response to the growing societal awareness of the critical role of healthy soils, there has
been an increasing demand for accurate and high-resolution soil information to inform …

Spectral prediction of soil salinity and alkalinity indicators using visible, near-, and mid-infrared spectroscopy

L Lotfollahi, MA Delavar, A Biswas, S Fatehi… - Journal of …, 2023 - Elsevier
Drought and the impacts of climate change have led to an escalation in soil salinity and
alkalinity across various regions worldwide, including Iran. The Chahardowli Plain in …

[HTML][HTML] An imperative for soil spectroscopic modelling is to think global but fit local with transfer learning

RAV Rossel, Z Shen, LR Lopez, T Behrens, Z Shi… - Earth-Science …, 2024 - Elsevier
Soil spectroscopy with machine learning (ML) can estimate soil properties. Extensive soil
spectral libraries (SSLs) have been developed for this purpose. However, general models …

Developing the Swiss soil spectral library for local estimation and monitoring

P Baumann, A Helfenstein, A Gubler, A Keller… - Soil …, 2021 - soil.copernicus.org
Information on soils' composition and physical, chemical and biological properties is
paramount to elucidate agroecosystem functioning in space and over time. For this purposes …

Organic carbon stocks, quality and prediction in permafrost-affected forest soils in North Canada

M Schiedung, SL Bellè, A Malhotra, S Abiven - Catena, 2022 - Elsevier
High-latitude soils store a large amount of the global soil organic carbon (SOC). The SOC
stocks in mineral soils under different permafrost conditions, however, are underrepresented …

Estimation of soil organic carbon content using visible and near-infrared spectroscopy in the Red River Delta, Vietnam

NX Hau, NT Tuan, LQ Trung, TT Chi - Chemometrics and Intelligent …, 2024 - Elsevier
Abstract Accurate estimation of Soil Organic Carbon (SOC) is vital for assessing soil fertility,
health, and carbon sequestration. Visible and Near-Infrared (Vis-NIR) spectroscopy has …

The Brazilian Program of soil analysis via spectroscopy (ProBASE): Combining spectroscopy and wet laboratories to understand new technologies

AF da Silveira Paiva, RR Poppiel, NA Rosin… - Geoderma, 2022 - Elsevier
Spectroscopy has been extensively used in soil analysis. However, users, such as
commercial laboratories, still do not know the application, potential, and limitations of this …

Integrating proximal soil sensing data and environmental variables to enhance the prediction accuracy for soil salinity and sodicity in a region of Xinjiang Province …

S Zhao, S Ayoubi, SR Mousavi, SA Mireei… - Journal of …, 2024 - Elsevier
Soil salinization and sodification, the primary causes of land degradation and desertification
in arid and semi-arid regions, demand effective monitoring for sustainable land …

Scaling-up Soil Quality Assessments: Efficient Infrared-spectroscopic Workflows across Space and Time

P Baumann - 2021 - research-collection.ethz.ch
Modern soil science relies upon the measurement of quantitative and qualitative soil
attributes, and is, whenever possible, based on data that we typically measure in the …