Digital mapping of GlobalSoilMap soil properties at a broad scale: A review

S Chen, D Arrouays, VL Mulder, L Poggio, B Minasny… - Geoderma, 2022 - Elsevier
Soils are essential for supporting food production and providing ecosystem services but are
under pressure due to population growth, higher food demand, and land use competition …

Soil spectroscopy with the use of chemometrics, machine learning and pre-processing techniques in soil diagnosis: Recent advances–A review

I Barra, SM Haefele, R Sakrabani, F Kebede - TrAC Trends in Analytical …, 2021 - Elsevier
Over the past two decades soil spectroscopy, particularly, in the infrared range, is becoming
a powerful technique to simplify analysis relative to the traditional chemical methods. It is …

Mid-infrared spectroscopy for accurate measurement of an extensive set of soil properties for assessing soil functions

W Ng, B Minasny, SH Jeon, A McBratney - Soil Security, 2022 - Elsevier
Quantitative assessment of soil functions requires the characterization of soil capability and
condition. Mid-infrared (MIR) spectroscopy has been suggested as a viable alternative to the …

Soil inorganic carbon, the other and equally important soil carbon pool: distribution, controlling factors, and the impact of climate change

A Sharififar, B Minasny, D Arrouays, L Boulonne… - Advances in …, 2023 - Elsevier
Soil inorganic carbon (SIC) contributes to up to half of the terrestrial C stock and is especially
significant in arid and semi-arid environments, yet has not been explored as much as soil …

A global soil spectral calibration library and estimation service

KD Shepherd, R Ferguson, D Hoover, F van Egmond… - Soil Security, 2022 - Elsevier
There is growing global interest in the potential for soil reflectance spectroscopy to fill an
urgent need for more data on soil properties for improved decision-making on soil security at …

[HTML][HTML] Soil moisture effects on predictive VNIR and MIR modeling of soil organic carbon and clay content

M Seidel, M Vohland, I Greenberg, B Ludwig, M Ortner… - Geoderma, 2022 - Elsevier
Portable visible to near-infrared (VNIR) and mid-infrared (MIR) soil spectroscopy holds great
potential to support field applications in soil science and management by complementing …

Predicting soil properties and interpreting vis-NIR models from across Continental United States

CM Clingensmith, S Grunwald - Sensors, 2022 - mdpi.com
The United States NRCS has a soil database that has data collected from across the country
over the last several decades. This also includes soil spectral scans. This data is available …

Perennial grain Kernza® fields have higher particulate organic carbon at depth than annual grain fields

LK van der Pol, B Nester, B Schlautman… - Canadian Journal of …, 2022 - cdnsciencepub.com
Conversion from annual to perennial grains such as intermediate wheatgrass Kernza®
could sequester soil organic carbon (SOC). To date, no studies have quantified SOC under …

Open Soil Spectral Library (OSSL): Building reproducible soil calibration models through open development and community engagement

JL Safanelli, T Hengl, LL Parente, R Minarik… - PloS one, 2025 - journals.plos.org
Soil spectroscopy is a widely used method for estimating soil properties that are important to
environmental and agricultural monitoring. However, a bottleneck to its more widespread …

Is standardization necessary for sharing of a large mid-infrared soil spectral library?

SRS Dangal, J Sanderman - Sensors, 2020 - mdpi.com
Recent developments in diffuse reflectance soil spectroscopy have increasingly focused on
building and using large soil spectral libraries with the purpose of supporting many activities …