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Updated: May 24, 2025

A Protocol for Conducting Rainfall Simulation to Study Soil Runoff
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Published on: April 3, 2014

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整合高斯过程回归和K意味着对增强的短期降雨下水流量建模进行集群

Ozgur Kisi1,2,3, Salim Heddam4, Kulwinder Singh Parmar5

  • 1Department of Civil Engineering, Technische Hochschule Lübeck, 23562, Lübeck, Germany. ozgur.kisi@th-luebeck.de.

Scientific reports
|March 3, 2025
PubMed
概括

一个新的混合高斯过程回归 (GPR) 模型与K-means集群改进了降雨-流水预测的准确性. 这种先进的方法为流域管理提供了可靠的水文建模和及时的洪水预测.

关键词:
高斯过程回归的高斯过程回归.K-表示集群.奥尔格瓦尔流域的水分区主要组件回归的主要组成部分.降雨-流水模型的建模.短期流量预测流量预测

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