Process-guided deep learning water temperature predictions: 3 Model inputs (meteorological inputs and ice flags)

Description

This dataset includes model inputs (specifically, weather and flags for predicted ice-cover) and is part of a larger data release of lake temperature model inputs and outputs for 68 lakes in the U.S. states of Minnesota and Wisconsin (http://dx.doi.org/10.5066/P9AQPIVD).

Resources

Name Format Description Link
0 http://dx.doi.org/10.1029/2003JD003823
0 CSDGM IMPORT ERROR: No digtinfo/formcont http://dx.doi.org/10.5066/P9AQPIVD
0 http://dx.doi.org/10.1029/2019WR024922
0 https://doi.org/10.5194/gmd-12-473-2019
55 The metadata original source https://data.doi.gov/harvest/object/0c54ed70-e836-4e5c-b212-72f4ce1dec72

Tags

  • reservoirs
  • hybrid-modeling
  • modeling
  • temperate-lakes
  • deep-learning
  • united-states
  • thermal-profiles
  • us
  • climate-change
  • water
  • temperature
  • usgs-5d89d90ce4b0c4f70d0ae4df
  • machine-learning

Topics

Categories