Preprints
Filtering by Subject: Soil Science
From linguistic evaluation to mechanistic verification: testing LLM-generated farm recommendations
Published: 2026-07-03
Subjects: Agricultural Science, Agriculture, Agronomy and Crop Sciences Life Sciences, Biochemistry, Biophysics, and Structural Biology, Biogeochemistry, Environmental Indicators and Impact Assessment, Research Methods in Life Sciences, Soil Science, Sustainability
Large language models (LLM) are increasingly used to generate farm-management advice, but their biophysical consequences remain largely unverified. We introduce a process-based verification framework that combines management portfolios generated by ChatGPT and Claude with the process-based model LandscapeDNDC across 11 contrasting agroecosystems. The LLMs produced agronomically plausible [...]
Field-scale soil moisture over Hungary under non-stationary drought transfer: a unified account across surface, region, and depth
Published: 2026-07-02
Subjects: Soil Science
Three questions decide whether a satellite-driven soil-moisture estimator is fit for operational drought monitoring over a heterogeneous country: how accurately can the surface layer be recovered, whether the controlling processes differ across the landscape, and how far the surface signal reaches into the profile that actually matters for plants and recharge. The program began with a national [...]
Clay Characterization of Tiller Flotten Quick Clay
Published: 2026-07-02
Subjects: Earth Sciences, Geology, Mineral Physics, Other Earth Sciences, Soil Science
In this study, we investigate the mineralogical and physicochemical properties of the Tiller–Flotten quick clay formation in Trondheim, Norway. The objective is to enhance our understanding of particle interactions within this quick clay system, thereby contributing to the development of more environmentally friendly stabilization strategies. A comprehensive suite of analytical techniques was [...]
A Fibonacci-Like Propagation Graph for Infiltration and Internal Erosion in Heterogeneous Layered Soils
Published: 2026-06-06
Subjects: Geotechnical Engineering, Hydrology, Numerical Analysis and Scientific Computing, Soil Science
Infiltration and internal erosion in heterogeneous layered soils involve coupled flow, pressure build-up, and material degradation across preferential subsurface pathways. High-fidelity Richards-type simulators are physically detailed but can be too expensive for rapid scenario screening and Monte Carlo uncertainty propagation when hydraulic parameters are poorly constrained. We introduce a [...]
Mineral stabilization of soil organic sulfur at the continental scale
Published: 2026-06-01
Subjects: Biogeochemistry, Life Sciences, Physical Sciences and Mathematics, Soil Science
Declining atmospheric sulfur (S) deposition makes S an emerging limiting macronutrient to plants, yet the stability and dynamics of soil organic S - the largest terrestrial S pool supplying plant-available sulfate via mineralization - remain unclear. Across North American soils, mineral-associated organic S (MAOS), a stabilized pool by mineral protection, dominates (61 ± 26% of the total soil S) [...]
Rapid quantification of fluorescent micro- and nanoplastics (≤2 μm) in soil
Published: 2026-05-26
Subjects: Environmental Monitoring, Life Sciences, Soil Science
Micro- and nanoplastics (MNP) pose an emerging threat to soil ecosystems, with particular concern for small MNP (≤10 µm). Although small fluorescent MNP are widely used to track MNP distribution and transport in aquatic environments and organisms, analyses of small fluorescent MNP in soil remain qualitative. Here, we present the first direct quantification approach for MNP ≤2 μm in soil using [...]
Erosion-driven changes in soil cation exchange capacity quantified using barium isotopes
Published: 2026-04-22
Subjects: Biogeochemistry, Earth Sciences, Geochemistry, Geomorphology, Physical Sciences and Mathematics, Soil Science
Human activities have perturbed the balance between rates of soil erosion and formation, driving declines in soil quality. However, quantifying these soil imbalances remains challenging, especially at large scales. Here we present a novel isotope mass balance approach that can be used to quantify river catchment wide rates of change in cation exchange capacity (CEC), a key soil quality metric, in [...]
Soil-informed multivariate decision support to assess urban ecosystem service potential
Published: 2026-04-17
Subjects: Agriculture, Applied Mathematics, Applied Statistics, Biodiversity, Dynamical Systems, Multivariate Analysis, Natural Resources and Conservation, Remote Sensing, Soil Science, Spatial Science, Sustainability, Theory and Algorithms
Metropolitan expansion across Africa requires robust soil information to support ecosystem services and urban resilience. However, digital soil mapping often prioritises predictive accuracy over identifying where information is reliable for decision making. This study evaluated numerical and South African Soil Taxonomy within a decision framework to assess where ecosystem service inferences can [...]
An End-to-End Workflow for Processing Multilingual Stakeholder Workshop Data: A Soil Health Case Study
Published: 2026-04-11
Subjects: Artificial Intelligence and Robotics, Environmental Monitoring, Soil Science
Stakeholder workshops often produce diverse qualitative and ordinal data that are difficult to process consistently, transparently, and reproducibly, particularly in multilingual settings. To address these challenges, we developed an end-to-end workflow for systematic processing of multilingual participatory workshop data. The workflow integrates multilingual preprocessing, structured data [...]
Interactive effects of landscape position and soil diversity drive the spatial variability of soil organic carbon concentration in subalpine soils of Switzerland
Published: 2026-03-12
Subjects: Soil Science
Subalpine soils store a significant amount of soil organic carbon (SOC), yet the factors driving its landscape-scale variability remain poorly constrained. Although topography, soil type, soil texture, and moisture are recognised as key drivers of SOC concentration, their interactive effects in subalpine environments remain largely unexplored. In particular, the extent to which soil type shapes [...]
Evaluating global spectral unmixing techniques using imaging spectroscopy data for retrieval of green, non-photosynthetic vegetation, and soil fractional cover
Published: 2026-03-12
Subjects: Earth Sciences, Environmental Monitoring, Environmental Sciences, Physical Sciences and Mathematics, Remote Sensing, Soil Science
Global estimates of fractional cover of green vegetation (GV), non-photosynthetic vegetation (NPV), and soil provide valuable information about the Earth system. As the new generation of Earth visible-to-shortwave infrared (VSWIR) imaging spectrometers take orbit, global fractional cover data will be obtainable with new and improved spectral unmixing algorithms. Using an ASD Field Spectrometer [...]
An analysis of landslides in Great Britain using soil texture, rainfall, and topography reveals contrasting failure conditions between organic and mineral soils
Published: 2026-03-06
Subjects: Earth Sciences, Geomorphology, Physical Sciences and Mathematics, Soil Science
Rainfall-induced landslides cause millions of pounds in damage to infrastructure in Great Britain (GB) annually and occasionally result in human fatalities. However, there are limited guidelines or policies aimed at reducing landslide risk in GB and few studies have broadly characterized landslide incidence across the region. Furthermore, peat landslides, which are a phenomenon that occur almost [...]
Terra Preta de Índio as an Emergent Ecological State: Reclassifying a Path-Dependent Attractor from Constructible Substrate
Published: 2026-02-28
Subjects: Soil Science
Terra Preta de Índio, or Amazonian Dark Earth, is widely recognized as an anthropogenic, carbon rich, fertile, and unusually persistent soil associated with long term Indigenous land use in the Amazon Basin. Prior research has established the importance of charcoal derived black carbon, nutrient enrichment, stable organic matter, and high nutrient holding capacity in explaining many of its [...]
Dynamic critical groundwater depth as a predictor of irrigation-intensified salinization in lowland Hungary
Published: 2026-02-27
Subjects: Agriculture, Hydrology, Soil Science
Shallow groundwater in continental lowland environments sustains upward capillary fluxes that transport dissolved salts to the land surface. However, the depth below which this capillary-driven contribution becomes negligible, often parameterized as the extinction depth in groundwater model ET packages, has been treated as a static, soil-dependent parameter. We argue that salinization risk is [...]
Smoothing Earth’s surface: the complexity of soil texture class transitions
Published: 2026-01-27
Subjects: Applied Statistics, Dynamical Systems, Dynamic Systems, Environmental Sciences, Non-linear Dynamics, Numerical Analysis and Computation, Numerical Analysis and Scientific Computing, Ordinary Differential Equations and Applied Dynamics, Soil Science, Statistical Models, Statistical, Nonlinear, and Soft Matter Physics
Soil depth functions are essential for analysing, modeling, understanding and visualising soil profiles. While robust methods existed for continuous properties, soil texture is typically reported as discrete classes, and no established approach exists to interpolate soil categorical information with depth. Here, we introduced phySplines, a physics-informed, analytically solvable spline for [...]