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...

Full description

Saved in:
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
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://polytechnic-journal.epu.edu.iq/home/vol15/iss1/3

Similar Items