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Data and code used in the article "Driving Factors of TOC Concentrations in Four Different Types of Estuaries"

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Zenodo2023-11-23 更新2026-05-26 收录
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Data and code used in the article "Driving Factors of TOC Concentrations in Four Different Types of Estuaries", specifically included water quality, meteorological, and nutrient data from 4 in situ observations for the years 2002-2008, and example code for implementing BRT using R. Data (Figures 2, 3, 4, 10) can be uploaded for review purposes. Figures 5, 6, 7, 8, and 9 represent the output results of the machine learning model. These data can help the reader to better understand and replicate our research.

《四类河口总有机碳(Total Organic Carbon, TOC)浓度驱动因子》一文所配套使用的数据与代码,具体包含2002至2008年间4次原位观测获取的水质、气象与营养盐数据,以及基于R语言实现增强回归树(Boosted Regression Trees, BRT)的示例代码。其中对应图2、3、4、10的数据可上传以供同行评审使用;图5、6、7、8、9则为该机器学习模型的输出结果。上述数据可帮助读者更好地理解本研究内容并复现研究成果。

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2023-11-20
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