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Updated: Jun 18, 2025

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使用每小时降雨数据集预测不同尺度的流域的洪水阶段: 大量的降雨具有增强机器学习方法的功能

Lei Qiao1, Daniel Livsey2, Jarrett Wise2

  • 1Oklahoma Water Resources Center, Oklahoma State University, Stillwater, OK 74078, USA.

The Science of the total environment
|August 4, 2024
PubMed
概括

使用降雨数据和机器学习模型实现了准确的洪水预测. 随机森林回归准确地预测了湖泊洪水阶段和各种流域大小的河流.

关键词:
功能工程的特点工程.水文建模 水文建模湖泊水位预测的预测机器学习是机器学习.流的流量 流的流量表面的下水流量.

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