Laurentian Great Lakes Daily and Monthly Runoff (1951-2013)

This repository contains daily and monthly runoff datasets for the Laurentian Great Lakes region from 1951-2013 created using a regional LSTM. The repository has two sets of data: (1) Daily runoff for 656 gauges in the U.S. and Canda (units: m3/sec) (2) Monthly lake-wide aggregated runoff for Lakes Erie, Superior, Ontario, Michigan-Huron, St. Clair (units: mm/month) Details on how these datasets were created can be found in: Gupta, R.S., Wi, S., Steinschneider,S. Machine Learning-Based Reconstructions of Historical Daily and Monthly Runoff for the Laurentian Great Lakes Region (in review). A readme can be found at: https://github.com/rg727/gupta_etal_2025_scientific_data

Related Organizations

Cornell University
United States
Regents of the University of Michigan - Ann Arbor
United States

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NSF| Global Centers Track 1: Understanding Climate Change Impacts on Transboundary Waters