Joint distribution of upstream runoff governs downstream river-discharge prediction uncertainty in distributed ML models

Karan Ruparell, Tristan Hascoet, Takemasa Miyoshi +4

Uncertainty quantification of hydrological predictions is necessary to inform operational decisions. Recent generative machine-learning methods have advanced probabilistic streamfl…