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Berlin-Brandenburg Regional Lake Temperature History
Data Science and Analytics
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About
Historical records detail the fluctuations in water temperatures for lakes situated in Berlin, Brandenburg, and the Altmark region. This archive offers an unprecedented look at how water temperatures have shifted from year to year, providing detailed information on when and where the data was recorded, down to individual lakes. It is an invaluable resource for tracking regional temperature fluctuations, getting insight into long-term trends, and correlating temperature changes back to regional factors like weather patterns or urban development impacting local bodies of water.
Columns
- location: The specific location of the lake from which the water temperature was sampled. (String)
- dateTemperature: The date and time (in ISO-format) detailing the exact moment the temperature measurement was taken. (DateTime)
- temperature: The recorded water temperature measurement, provided in degrees Celsius.
- dateScrape: The date and time (in ISO-format) recording when the data was extracted from its original source website. (DateTime)
Distribution
The data is provided in a CSV file format (
data.csv), weighing approximately 23.38 kB. The structure consists of 4 columns and contains 368 total records. The data reflects measurements and scraping dates ranging across the beginning of December 2022. The expected update frequency for this specific file is never.Usage
This dataset is ideal for:
- Predicting the temperature of various lakes in the covered regions over time.
- Establishing statistical correlations between water temperature changes and other environmental variables such as air temperature, atmospheric pressure, or rainfall conditions.
- Investigating the effects of climate change on water temperatures in these regional lakes over extended periods.
- Analysing individual entries for each lake to ascertain sudden changes in average water temperature influenced by localised factors or seasonality.
- Comparing various lakes against one another during identical timed intervals, or evaluating averages across all lakes within Brandenburg or Berlin during a given timeframe.
Coverage
The geographical scope includes historical records of lakes across the regions of Berlin, Brandenburg, and Altmark. The archive captures changes in water temperatures over time, enabling insight into yearly and long-term trends. Specific available data entries span dates from the 1st of December 2022 to the 13th of December 2022.
License
CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
Who Can Use It
- Environmental Researchers: To study the impact of climate change on freshwater bodies and to monitor regional water temperature shifts, gaining insights on applicable climate related issues such as flooding.
- Data Scientists: To build time series models for predictive analysis of lake temperatures and identify long-term patterns.
- Regional Planners and Policy Makers: To assess how factors like urban development might be impacting water bodies in the area.
Dataset Name Suggestions
- Berlin-Brandenburg Regional Lake Temperature History
- Altmark and Berlin Lake Water Temperature Archive
- Historical Water Temperature Records (Berlin, Brandenburg, Altmark)
Attributes
Original Data Source: Berlin-Brandenburg Regional Lake Temperature History
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