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

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).

Data and Resources

Field Value
accessLevel public
bureauCode {010:12}
catalog_@context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
catalog_@id https://ddi.doi.gov/usgs-data.json
catalog_conformsTo https://project-open-data.cio.gov/v1.1/schema
catalog_describedBy https://project-open-data.cio.gov/v1.1/schema/catalog.json
identifier http://datainventory.doi.gov/id/dataset/usgs-5d89d90ce4b0c4f70d0ae4df
metadata_type geospatial
modified 2020-08-20T00:00:00Z
old-spatial -94.2609062307949, 42.5692312672573, -87.9475441739278, 48.6427837911633
publisher U.S. Geological Survey
resource-type Dataset
source_datajson_identifier true
source_hash fde90160c0bf351d03247bcbe13ecbca897d0784d3a8cb0c0d9c5ff66bfebdb9
source_schema_version 1.1
spatial {"type": "Polygon", "coordinates": [[[-94.2609062307949, 42.5692312672573], [-94.2609062307949, 48.6427837911633], [ -87.9475441739278, 48.6427837911633], [ -87.9475441739278, 42.5692312672573], [-94.2609062307949, 42.5692312672573]]]}
theme {geospatial}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • 007
  • 012
  • AmeriGEO
  • AmeriGEOSS
  • CKAN
  • GEO
  • GEOSS
  • National
  • North America
  • United States
  • climate-change
  • deep-learning
  • environment
  • hybrid-modeling
  • inlandwaters
  • machine-learning
  • minnesota
  • mn
  • modeling
  • reservoirs
  • temperate-lakes
  • temperature
  • thermal-profiles
  • united-states
  • us
  • usgs-5d89d90ce4b0c4f70d0ae4df
  • water
  • wi
  • wisconsin
isopen False
license_id notspecified
license_title License not specified
maintainer Jordan S. Read
maintainer_email jread@usgs.gov
metadata_created 2025-09-23T19:16:15.286611
metadata_modified 2025-09-23T19:16:15.286617
notes 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).
num_resources 1
num_tags 29
title Process-guided deep learning water temperature predictions: 3 Model inputs (meteorological inputs and ice flags)