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Updated: Sep 12, 2025

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
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在现场规模中改善了对土壤VOC污染的垂直分布预测,利用集成机器学习方法与分子描述器集成

Yu-Xuan Cai1, Hai-Yan Chen1, Ya-Jing Qu2

  • 1State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China.

Journal of hazardous materials
|August 8, 2025
PubMed
概括

合并数据集提高了机器学习准确度,用于预测污染工业场所的挥发性有机化合物 (VOC). 这种方法增强了环境监测和土壤污染的管理.

关键词:
机器学习 机器学习分子描述符 分子描述符土壤污染 土壤污染垂直分布 垂直分布的垂直分布

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