Violin plot illustrating the comparison between observed and simulated Runoff.

Violin plot illustrating the comparison between observed and simulated Runoff.

<p>Violin plot illustrating the comparison between observed and simulated Runoff.</p>

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Bibliographic Details
Main Author:	Mohammed Majeed Hameed (14053535) (author)
Other Authors:	Adil Masood (14053526) (author), Aadil hamid (21417847) (author), Ahmed Elbeltagi (10149420) (author), Siti Fatin Mohd Razali (14053529) (author), Ali Salem (2967900) (author)
Published:	2025
Subjects:	Medicine Ecology Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Information Systems not elsewhere classified willmott index (< support societies impacted novel statistical method inform sustainable practices extreme gradient boosting detecting turning points complex hydrological processes 2016 – 2021 2002 – 2015 obtaining forecasting improvements glacierized catchments affected study also found xgboost model achieves forecasting monthly runoff div >< p ahead runoff forecasting forecasting models glacierized catchment study ’ study focuses runoff data water management term memory significant autocorrelation remaining data random forest providing insights may hinder lotschental catchment long short flood control deep learning climate change best accuracy 554 m³
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