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Geospatial analysis of the temperature in Finland

This project enables to analyse geospatial data to study the evolution of the temperature. While the project was originally based on data from the Finnish Meteorological Institute (FMI: https://en.ilmatieteenlaitos.fi/), it should be able to use it to analyse similar data from other countries. The GitHub repository is here.

Install

The project is based on Python 3.10. I recommend to use conda and the provided environment.yml file:

$ conda env create -f environment.yml

Data

The project uses 10x10 km raster data from the FMI that are access the open spatial data download service Paituli (https://paituli.csc.fi/home.html).

Simple example

To create a map of the mean temperature in June 2023:

$ python mean_temp_per_month.py --year 2023 --month 6

image

To plot the evolution of the temperature in each given municipality in July, between 1961 and 2024:

$ python temp_evolution_per_municipality.py --month 7

image

To create an interactive map showing the mean temperature in Finland in January and July for the year 1961, 1981, 2001 and 2021:

$ python interactive_map.py

The html file can be seen and explored here

Bugs and development

I welcome all changes/ideas/suggestion, big or small, that aim at improving the projects. Feel free to fork the repository on GitHub and create pull requests. Please report any bugs that you find here.

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An analysis of the evolution of the mean temperature in Finland between 1961 and 2024

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