Utilizing Machine Learning and Deep Learning for Precise Intensity-Duration-Frequency (IDF) Curve Predictions

Utilizing Machine Learning and Deep Learning for Precise Intensity-Duration-Frequency (IDF) Curve Predictions

Intensity-Duration-Frequency (IDF) curves are crucial for the design and management of engineering infrastructure, including storm sewers, retention ponds, dams, and flood mitigation systems. This study adopts a comparative approach to estimate IDF curves using a combination of traditional statistic...

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Bibliographic Details
Main Authors:	Sheeraz Majeed Ameen, Shuokr Qarani Aziz, Anwer Hazim Dawood, Azhin Tahir Sabir, Dara Muhammad Hawez
Format:	Article
Language:	English
Published:	Erbil Polytechnic University 2025-02-01
Series:	Polytechnic Journal
Subjects:	rainfall intensity-duration-frequency curves, rnn-lstm, flood risk management, machine learning, koya city, iraq
Online Access:	https://polytechnic-journal.epu.edu.iq/home/vol15/iss1/3
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