Published September 10, 2025
| Version v1
Dataset
Open
Laurentian Great Lakes Daily and Monthly Runoff (1951-2013)
Authors/Creators
-
1.
Cornell University
Description
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
Files
Datasets.zip
Files
(223.1 MB)
| Name | Size | Download all |
|---|---|---|
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md5:20ef77717a1451305107eac97e8a9b0b
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223.1 MB | Preview Download |
Additional details
Funding
- U.S. National Science Foundation
- Global Centers Track 1: Understanding Climate Change Impacts on Transboundary Waters 2330317
Software
- Repository URL
- https://github.com/rg727/gupta_etal_2025_scientific_data
- Programming language
- Python
- Development Status
- Active