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土壤成因模拟×数字土壤填绘×
领域农学农学
方法族Process / pipelineProcess / pipeline
起源年份1941 (Jenny's factorial model); process-based numerical models from 1990s onwardLate 1990s – early 2000s (formalised ~2003)
提出者Hans Jenny (foundational framework); later extended by multiple contributors including Simonson, Hoosbeek, and BryantMultiple contributors; foundational framework by Alex McBratney and colleagues
类型Quantitative process-based simulation modelSpatial prediction and mapping pipeline
开创性文献Minasny, B., Finke, P., Stockmann, U., Vanwalleghem, T., & McBratney, A. B. (2015). Resolving the integral connection between pedogenesis and landscape evolution. Earth-Science Reviews, 150, 102–120. DOI ↗McBratney, A. B., Mendonca Santos, M. L., & Minasny, B. (2003). On digital soil mapping. Geoderma, 117(1–2), 3–52. DOI ↗
别名soil formation modeling, soil genesis simulation, pedogenic process modeling, quantitative pedologyDSM, predictive soil mapping, quantitative soil-landscape modelling, geostatistical soil mapping
相关11
摘要Pedogenesis modeling is a quantitative method used in agronomy and soil science to simulate the processes by which soils form and evolve over time. Rooted in Hans Jenny's 1941 factorial framework — soil as a function of climate, organisms, relief, parent material, and time — modern approaches translate these conceptual drivers into coupled numerical process equations, allowing researchers to reconstruct past soil states and project future soil properties under changing land use or climate scenarios.Digital Soil Mapping (DSM) is a quantitative, data-driven pipeline that predicts the spatial distribution of soil properties and classes across a landscape by statistically linking field observations to environmental covariates — terrain attributes, remote sensing imagery, climate surfaces, and geology layers. The approach replaces or augments traditional expert-drawn soil surveys with reproducible, spatially explicit models, and is applied in agronomy, land management, food security, and environmental assessment.
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ScholarGate方法对比: Pedogenesis Modeling · Digital Soil Mapping. 于 2026-06-17 检索自 https://scholargate.app/zh/compare