A novel multi-step methodology for stochastic simulation of streamflow time series using PcStream clustering

A novel PcStream clustering-based single-site stochastic model is introduced for the simulation of daily streamflow time series. The PcStream clustering algorithm effectively manages real-time temporal data clusters and adjusts to concept drifts, enabling refined streamflow categorisation that accur...

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Bibliographic Details
Main Authors: Shalini Balaram, Roshan Srivastav, K Srinivasan
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Environmental Research Communications
Subjects:
Online Access:https://doi.org/10.1088/2515-7620/adb544
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