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Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning: 4 Model inputs

Dates

Release Date
2020-10-30
Start Date
1980-04-01
End Date
2019-12-31

Citation

Willard, J., Read, J.S., Appling, A.P., and Oliver, S.K., 2020, Data release: Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning: U.S. Geological Survey data release, https://doi.org/10.5066/P9I00WFR.

Summary

This dataset includes model inputs (specifically, meteorological inputs to the predictive models and flags for predicted ice-cover) and is part of a larger data release of lake temperature model inputs and outputs for 2,332 lakes in the U.S. states of North Dakota, South Dakota, Minnesota, Wisconsin, and Michigan (https://doi.org/10.5066/P9PPHJE2).

Contacts

Attached Files

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mtl_input_metafeatures.csv 8.84 MB text/csv
inputs_01_N48.00-49.00_W89.50-99.50.zip 312.47 MB application/zip
inputs_02_N47.00-48.00_W94.00-99.00.zip 222.58 MB application/zip
inputs_03_N47.00-48.00_W93.00-94.00.zip 44.89 MB application/zip
inputs_04_N45.50-48.00_W92.00-93.00.zip 112.84 MB application/zip
inputs_05_N46.50-48.00_W84.50-92.00.zip 200.8 MB application/zip
inputs_06_N45.50-46.50_W84.50-92.00.zip 321.19 MB application/zip
inputs_07_N46.00-47.00_W94.50-99.00.zip 199.59 MB application/zip
inputs_08_N45.50-47.00_W94.00-94.50.zip 33.53 MB application/zip
inputs_09_N45.50-47.00_W93.00-94.00.zip 67.27 MB application/zip
inputs_10_N45.00-46.00_W94.50-99.50.zip 221.94 MB application/zip
inputs_11_N45.00-45.50_W93.00-94.50.zip 33.58 MB application/zip
inputs_12_N45.00-45.50_W91.50-93.00.zip 33.79 MB application/zip
inputs_13_N43.00-45.50_W83.50-91.50.zip 768.3 MB application/zip
inputs_14_N43.00-45.00_W93.50-99.50.zip 484.77 MB application/zip
inputs_15_N43.50-45.00_W91.50-93.50.zip 135.07 MB application/zip
inputs_16_N41.25-43.00_W82.75-91.25.zip 445.41 MB application/zip
ice_flags_01_N48.00-49.00_W89.50-99.50.zip 2.38 MB application/zip
ice_flags_02_N47.00-48.00_W94.00-99.00.zip 5.6 MB application/zip
ice_flags_03_N47.00-48.00_W93.00-94.00.zip 2.67 MB application/zip
ice_flags_04_N45.50-48.00_W92.00-93.00.zip 3.41 MB application/zip
ice_flags_05_N46.50-48.00_W84.50-92.00.zip 3.41 MB application/zip
ice_flags_06_N45.50-46.50_W84.50-92.00.zip 4.37 MB application/zip
ice_flags_07_N46.00-47.00_W94.50-99.00.zip 6.72 MB application/zip
ice_flags_08_N45.50-47.00_W94.00-94.50.zip 4.6 MB application/zip
ice_flags_09_N45.50-47.00_W93.00-94.00.zip 4.21 MB application/zip
ice_flags_10_N45.00-46.00_W94.50-99.50.zip 6.43 MB application/zip
ice_flags_11_N45.00-45.50_W93.00-94.50.zip 7.51 MB application/zip
ice_flags_12_N45.00-45.50_W91.50-93.00.zip 3.31 MB application/zip
ice_flags_13_N43.00-45.50_W83.50-91.50.zip 5.65 MB application/zip
ice_flags_14_N43.00-45.00_W93.50-99.50.zip 7.35 MB application/zip
ice_flags_15_N43.50-45.00_W91.50-93.50.zip 5.04 MB application/zip
ice_flags_16_N41.25-43.00_W82.75-91.25.zip 2.34 MB application/zip
input_cells.png thumbnail 3.64 MB image/png

Purpose

Fisheries biology, limnological research, and climate science.
Preview Image

Communities

  • USGS Data Release Products

Tags

Provenance

Data source
Input directly

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