Coupled Spiking Neural Network–Extra Trees Framework for Daily Streamflow Imputation with ERA5-Land Integration

Engineered Science 2026 Open access

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Authors: Sirimon Pinthong, Nureehan Salaeh, Quoc Bao Pham, Md. Abdullah Al Mamun Hridoy, Chiara Bordin, Pakorn Ditthakit
DOI: 10.30919/es2204
Cited by: 1

Abstract

Hybrid spiking neural network–extra trees framework with ERA5-Land integration robustly imputes daily streamflow under severe missingness, using gaussian mixture model regimes and interpretable feature selection.

Fields of Study & Subjects

Advanced Memory and Neural Computing Neural Networks and Reservoir Computing Ferroelectric and Negative Capacitance Devices

Publication details

Journal / source
Engineered Science
Publisher
Engineered Science Publisher
Publication date
1 January 2026
Language
EN