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Process / pipelinePedometrics / spatial soil science

数字土壤填绘 — 预测性土壤-景观建模

数字土壤填绘(Digital Soil Mapping, DSM)是一种定量、数据驱动的流程,通过统计学方法将实地观测与环境协变量(地形属性、遥感影像、气候图层和地质图层)联系起来,预测土壤属性和类别在景观中的空间分布。该方法用可复现的、空间明确的模型替代或补充传统的专家绘制土壤调查图,并应用于农学、土地管理、粮食安全和环境评估领域。

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来源

  1. McBratney, A. B., Mendonca Santos, M. L., & Minasny, B. (2003). On digital soil mapping. Geoderma, 117(1–2), 3–52. DOI: 10.1016/S0016-7061(03)00223-4
  2. Minasny, B., & McBratney, A. B. (2016). Digital soil mapping: A brief history and some lessons. Geoderma, 264, 301–311. DOI: 10.1016/j.geoderma.2015.07.017

如何引用本页

ScholarGate. (2026, June 3). Digital Soil Mapping. ScholarGate. https://scholargate.app/zh/agronomy/digital-soil-mapping

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ScholarGateDigital Soil Mapping (Digital Soil Mapping). 于 2026-06-15 检索自 https://scholargate.app/zh/agronomy/digital-soil-mapping · 数据集: https://doi.org/10.5281/zenodo.20539026