Data from: Differential cooling of a freshwater body below the temperature of maximum density
Data files
Jan 26, 2026 version files 91.75 MB
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BML_P1_Wind_data.csv
52.80 KB
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BML_P3_Temperature_data.csv
91.62 MB
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November_2015_Base_Mine_Lake_Observations.xlsx
67.14 KB
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README.md
4.08 KB
Abstract
We propose a simplified model for the time rate of change of average basin temperature for a freshwater lake which has two connected basins: a shallow littoral zone of depth D1, and a deeper main basin of depth D2. This system is cooled below the temperature of maximum density (Tmd) with a constant and uniform outgoing surface heat flux, Ho. The differential cooling that is established via this setup gives rise to an exchange flow between the two basins, which we approximate as a time-dependent heat flux controlled by the strength of the time-dependent density difference between the two basins. Our model is a coupled system of two ordinary differential equations, which allows for a process-based investigation into the importance of exchange on the timing of ice-onset for a lake with a shallow littoral zone. While basin geometry plays a role in the overall timing of ice-onset for the system, it is the relative strength of Ho to the exchange flow-related heat flux due to the density anomaly of fresh water, ρ*, which dictates the behaviour of the cooling system. We show that at sufficiently large values of the heat flux ratio, Φ, the difference in timing of ice onset between the littoral zone and main basin becomes insensitive to the initial conditions in the lake. We use data from Base Mine Lake, Canada, to both verify our model assumptions and evaluate the predictions made by our simple model.
https://doi.org/10.5061/dryad.s1rn8pkjj
Description of the data and file structure
This data was used to identify when both the littoral zone and main basin of Base Mine Lake experienced surface ice onset in the fall of 2015. The temperature data were used to define a seasonal cooling rate to use in a simple box model derived to predict ice onset in a lake that experiences differential cooling. This dataset includes three files: "BML_P3_Temperature_data.csv", "BML_P1_Wind_data.csv", and "November_2015_Base_Mine_Lake_Observations.xlsx". All missing data represented as NA.
Files and variables
BML_P3_Temperature_data.csv
Temperature data taken at 9 depths (0.5 m, 1 m, 2 m, 3 m, 4 m, 5 m, 6 m, 7 m, 8 m, and 9 m) at a frequency of 0.1 Hz (every 10 seconds) between DOY 275 (2 October 2015, at 00:00 LT) and DOY 330 (26 November 2015, at 23:59:50 LT). There are no headings in the CSV file, and the structure should be (# of variables, observations). Variables are organised as follows:
- DOY in 2015: In local time (Alberta, Canada)
- Temperature at 0.5 m depth (degrees Celsius)
- Temperature at 1.0 m depth (degrees Celsius)
- Temperature at 2.0 m depth (degrees Celsius)
- Temperature at 3.0 m depth (degrees Celsius)
- Temperature at 4.0 m depth (degrees Celsius)
- Temperature at 5.0 m depth (degrees Celsius)
- Temperature at 6.0 m depth (degrees Celsius)
- Temperature at 7.0 m depth (degrees Celsius)
- Temperature at 8.0 m depth (degrees Celsius)
BML_P1_Wind_data.csv
Hourly average wind speed data taken at 3.3 m height above the lake water level between DOY 275 (2 October 2015, at 00:00 LT) and DOY 330 (26 November 2015, at 23:00:00 LT). There are no headings in the CSV file, and the structure should be (# of variables, observations). Variables are organised as follows:
- DOY in 2015: In local time (Alberta, Canada)
- Average hourly wind speed (meters per second)
November_2015_Base_Mine_Lake_Observations.xlsx
Excel spreadsheet with 5 tabs for each camera pointed towards the surface of Base Mine Lake. Camera 2 faces the littoral zone, cameras 1, 3, 4, and 5 face the main basin. Observations were made by Karin Huang based on phenocamera images taken and logged every hour between 10:00 LT and 15:00 LT. The purpose of this original dataset was for observations of oil contamination on the surface of the lake. For clarity, we have only included the observations that are relevant for the determination of whether there was ice on the lake surface or not. Missing text data is denoted by "null", and missing numeric data is denoted by "NA". When comment information is missing, either the comment was related to oil sheen on the lake surface, surface wave activity, or there were no additional comments made by Karin Huang. When "Status" or "% Ice" data is missing, the reason is due to snow covering the camera lens (as noted in the comments). The variables in the dataset are as follows:
- Date
- Time (LT)
- DateTime: Date Time (LT)
- Image: ID number for image
- Status: Observation of the lake surface
- % Ice: Percentage of ice coverage observed in the image
- Comment: Unknown what some of the comments refer to
Images included
- IMG_0295.JPG: Image of main basin surface at 15:00 LT 18 November 2015 (from Camera 5)
- IMG_0296.JPG Image of main basin surface at 10:00 LT 19 November 2015 (from Camera 5; presumed Ice onset time for main basin)
- IMG_2629.JPG :Image of littoral zone surface at 14:00 LT 15 November 2015 (from Camera 2)
- IMG_2630.JPG : mage of littoral zone surface at 15:00 LT 15 November 2015 (from Camera 2; presumed Ice onset time for littoral zone)
Note: To know more about the data and for the images, please contact the Corresponding author: Kelsey Everard (kae10022@nyu.edu)
Access information
Other publicly accessible locations of the data:
- None
Data was derived from the following sources:
- None
Temperature data used in this study and included in this dataset were collected using RBR SoloT temperature loggers (0.002 °C accuracy) located at the Southwest platform (P3) mooring at Base Mine Lake (57° 1' N, 111° 37' W in Alberta, Canada). We have excluded the temperature measurements made at 9 m depth from the dataset here, as these measurements were made in the mud at the bottom of the lake, and thus not used in the present study. Hourly average wind speeds shown in the corresponding manuscript were measured at 3.3 m above the lake surface at the central platform (P1) at Base Mine Lake. For further information on data collection and processing, please refer to Tedford et al (2019).
The Excel spreadsheet of lake coverage observations was generated by Karin Huang in 2017. The observations for 'Status' in this spreadsheet were analysed to identify ice onset times used in the corresponding manuscript. Images corresponding with the before and after times of observed ice-onset in both the littoral zone and main basin are included as validation of the observations made and recorded by Karin.
Tedford, T., Halferdahl, G., Pieters, R., and Lawrence, G. A. (2019): Temporal variations in turbidity in an oil sands pit lake. Environmental Fluid Mechanics 19: 457-473. https://doi.org/10.1007/s10652-018-9632-6
