Published June 1, 2023
| Version v1
Dataset
Open
Reconstructing 42 Years (1979–2020) of Great Lakes Surface Temperature through a Deep Learning Approach
Authors/Creators
- 1. Michigan Technological University
- 2. NOAA GLERL
Description
Daily gridded lake surface temperature (LST) data (1979-2020) for each Great Lake - Superior (GLS), Michigan (GLM), Huron (GLH), Erie (GLE) and Ontario (GLO) - derived from LSTM detailed in Kayastha et al. (2023) paper: "Reconstructing 42 Years (1979–2020) of Great Lakes Surface Temperature through a Deep Learning Approach".
Each matfile contains longitude (lon), latitude (lat), as well as the LST for each grid point. The files also contain the variable 'art1' (Area of Node-Base Control volume) required to calculate lake-wide average LST. The depth at each location (dep) is also provided.