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Updated: Jul 18, 2025

Watershed Planning within a Quantitative Scenario Analysis Framework
12:44

Watershed Planning within a Quantitative Scenario Analysis Framework

Published on: July 24, 2016

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使用数据智能进化机器学习模型进行短期流程建模

Alfeu D Martinho1, Henrique S Hippert2, Leonardo Goliatt3

  • 1Exact Sciences and Technology Department, Púnguè University, Tete Delegation, Campus Universitário de Cambinde-EN106, Matundo, Tete, Mozambique. alfeudiasm@gmail.com.

Scientific reports
|August 24, 2023
PubMed
概括

这项研究通过将机器学习 (ML) 模型与生物灵感优化算法 (BOA) 结合起来,增强了流量预测. 混合XGBoost-PSO模型显著改善了用于水资源管理的短期,多步骤流量预测.

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Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
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