Skip to main content

Process-based water temperature predictions in the Midwest US: 5 Model prediction data

Dates

Publication Date
Start Date
1980-01-01
End Date
2019-12-31

Citation

Jordan S. Read, Alison P. Appling, Samantha K. Oliver, Lindsay Platt, Jacob A. Zwart, Kelsey Vitense, Gretchen J.A. Hansen, Hayley Corson-Dosch, and Holly Kundel, 2021, Data release: Process-based predictions of lake water temperature in the Midwest US: U.S. Geological Survey, http://dx.doi.org/10.5066/P9CA6XP8.

Summary

Multiple modeling frameworks were used to predict daily temperatures at 0.5m depth intervals for a set of diverse lakes in the U.S. states of Minnesota and Wisconsin. General Lake Model verion 2 process-Based (PB) models were configured and calibrated with training data to reduce root-mean squared error for 449 lakes (PBALL). Uncalibrated models used default configurations (PB0; see Winslow et al. 2016 for details) and no parameters were adjusted according to model fit with observations for 7,150 lakes.

Contacts

Attached Files

Click on title to download individual files attached to this item.

05_group_lakes.png thumbnail 3.25 MB image/png
predictions_35_N44.00-45.00_W91.00-93.50.zip 345.67 MB application/zip
predictions_34_N45.00-46.00_W92.00-92.50.zip 248.78 MB application/zip
predictions_33_N45.00-46.00_W92.50-93.50.zip 512.43 MB application/zip
predictions_32_N45.00-46.00_W93.50-94.50.zip 396.19 MB application/zip
predictions_31_N45.00-46.00_W94.50-96.00.zip 444.38 MB application/zip
predictions_30_N37.00-41.50_W84.50-89.50.zip 705.13 MB application/zip
predictions_29_N41.50-43.00_W82.50-85.50.zip 602.2 MB application/zip
predictions_28_N41.50-43.00_W85.50-89.50.zip 553.5 MB application/zip
predictions_27_N43.00-45.00_W88.00-89.50.zip 690.48 MB application/zip
predictions_26_N43.00-46.00_W83.00-85.00.zip 363.59 MB application/zip
predictions_25_N43.00-46.00_W85.00-88.00.zip 561.01 MB application/zip
predictions_24_N45.00-46.00_W88.00-89.00.zip 359.2 MB application/zip
predictions_23_N45.00-46.00_W89.00-89.50.zip 305.02 MB application/zip
predictions_22_N38.00-45.50_W89.50-91.00.zip 336.79 MB application/zip
predictions_21_N40.25-44.00_W91.00-100.00.zip 245.4 MB application/zip
predictions_20_N44.00-45.00_W93.50-96.00.zip 322.62 MB application/zip
predictions_19_N45.50-46.00_W89.50-91.00.zip 369.46 MB application/zip
predictions_18_N45.00-46.00_W91.00-92.00.zip 376.56 MB application/zip
predictions_17_N46.00-47.00_W91.00-92.00.zip 256.81 MB application/zip
predictions_16_N46.00-47.00_W93.00-94.00.zip 382.34 MB application/zip
predictions_15_N46.00-47.00_W94.00-94.50.zip 482.11 MB application/zip
predictions_14_N46.00-46.50_W94.50-96.00.zip 199.2 MB application/zip
predictions_13_N46.50-47.00_W94.50-96.00.zip 378.64 MB application/zip
predictions_12_N44.00-47.00_W96.00-104.00.zip 343.63 MB application/zip
predictions_11_N46.00-47.50_W83.50-89.00.zip 249.06 MB application/zip
predictions_10_N46.00-48.00_W89.00-90.00.zip 403.79 MB application/zip
predictions_09_N46.00-48.00_W90.00-91.00.zip 321.9 MB application/zip
predictions_08_N47.00-48.00_W91.00-92.00.zip 239.39 MB application/zip
predictions_07_N46.00-48.00_W92.00-93.00.zip 448.61 MB application/zip
predictions_06_N47.00-47.50_W93.00-94.00.zip 412.76 MB application/zip
predictions_05_N47.50-48.00_W93.00-94.00.zip 492.85 MB application/zip
predictions_04_N47.00-48.00_W94.00-95.00.zip 375.96 MB application/zip
predictions_03_N48.00-49.00_W89.00-91.50.zip 535.71 MB application/zip
predictions_02_N48.00-49.50_W91.50-95.00.zip 332.5 MB application/zip
predictions_01_N47.00-49.00_W95.00-104.25.zip 561.95 MB application/zip

Purpose

Fisheries biology, limnological research, and climate science.

Item Actions

View Item as ...

Save Item as ...

View Item...