Faflon
Adam Jaworski
Recently Published
Spatial Machine Learning for Air Pollution Modeling in Poland
Machine learning algorithms with spatial features for NO2 air pollution.
pca-sentinel2
In this project, I analyze the area of the Bełchatów Lignite Mine, one of the largest open-pit mines in Europe by using PCA. This area is complex, featuring deep pits, mineral spoil heaps, water bodies, and vegetation.
Warsaw-Urysnów forest patches
The primary objective of this project is to identify distinct forest complexes within the Ursynów district of Warsaw using spatial clustering algorithms (DBSCAN, HDBSCAN).