Improving Stream Solute Predictions With a Modified LSTM Model Incorporating Solute Interdependences and Hysteresis Patterns

• Published in: Journal of geophysical research. Machine learning and computation Vol. 2; no. 1
• Main Authors: Agrawal, Tarun, Goodwell, Allison, Kumar, Praveen
• Format: Journal Article
• Language: English
• Published: Wiley 01.03.2025

Surface runoff and infiltrated water en route to the stream interact with dynamic landscape properties, ranging from vegetation and microbial activities to soil and geological attributes. Stream solute concentrations are highly variable and interconnected due to these interactions, flow paths, and r...