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机器学习组合技术用于探索土壤类型演变的探索

Xiangyuan Wu1, Kening Wu2,3, Shiheng Hao2

  • 1School of Public Affairs, Institute of Land Science and Property, Zhejiang University, Hangzhou, 310058, China.

Scientific reports
|July 7, 2025
PubMed
概括

集成机器学习模型准确地预测土壤类型的演变,这对土地管理至关重要. 这项研究使用了基于投票的组合模型 (VEM) 来进行强大的土壤分析和绘制地图.

关键词:
机器学习算法 机器学习算法土壤进化过程中的土壤.土壤类型预测预测基于投票的集合模型模型.

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Plants obtain inorganic minerals and water from the soil, which acts as a natural medium for land plants. The composition and quality of soil depend not only on the chemical constituents but also on the presence of living organisms. In general, soils contain three major components:
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