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>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Mohammed Majeed Hameed (14053535) (author)
مؤلفون آخرون: Adil Masood (14053526) (author), Aadil hamid (21417847) (author), Ahmed Elbeltagi (10149420) (author), Siti Fatin Mohd Razali (14053529) (author), Ali Salem (2967900) (author)
منشور في: 2025
الموضوعات:
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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