Federated Learning based Water Streamflow Forecasting via Multi-Sensor Data Fusion

Yuchao Xia

doi:10.1016/j.inffus.2025.104020

Federated Learning based Water Streamflow Forecasting via Multi-Sensor Data Fusion

2025-12-02

0

PRE

AI

Joel J. P. C. Rodrigues

T

Thippa Reddy Gadekallu

K

Kai Fang

DOI：10.1016/j.inffus.2025.104020

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• 1) FedMSF enables multi-sensor streamflow forecasting via federated learning. • 2) Extreme-aware data augmentation enhances event detection in sparse conditions. • 3) Advanced AI with LLM guides training and improves generalization and stability.

Federated Learning based Water Streamflow Forecasting via Multi-Sensor Data Fusion

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