Rising Temperatures in The Netherlands
Koen van Gilst / December 16, 2023
3 min read • ––– views
Rarely a day goes by without some news of our changing climate. Here in the Netherlands, we're also experiencing this firsthand – our summers are hotter and our winters milder. In this blog post, I've tried to visually capture these changes. By using weather data from the Dutch Meteorological Institute (KNMI), I've created a series of visualizations that show how the average temperature, rainfall and sunshine in the Netherlands has changed since the 1900s.
The three visualizations present the yearly anomalies in the Netherlands starting from 1906. The data, sourced from a weather station in De Bilt, is based on the average of each year, compared to the average during the period 1906-2000. This visualization is designed to be interactive, allowing users to hover over the graph to see the exact anomaly for each year.
I've also added a 10-year moving average to the graph, which shows the average temperature anomaly over 10 years. This helps to smooth out the graph and show the overall trend.
The second type of visualization shows the monthly anomalies in the Netherlands from 1906. I'm using a heatmap to visualize the data, where the color of each cell represents the anomaly for that month. So if you see a lot of red, it means that the temperature was higher than average; if it's blue, the temperature was lower than average.
The data is based on the average temperature of each month, compared to the average temperature of the period 1906-2000. Like the previous chart, the data is sourced from a weather station in De Bilt.
To realize these visualizations, I've used Apache ECharts, a powerful open-source charting library. The code for these charts can be found here and the data processing scripts in Python can be found here. The data is coming from the KNMI and can be found here.
The data used in these charts is updated daily, so the charts will always show the latest data. The data is sourced from a weather station in De Bilt, which is located in the center of the Netherlands. This means that the data is not representative of the entire country.