Land Classification of Ukraine

Hi,

Thanks for the question, I would recommend going through the example workflow on the EO Learn Documentation site first. The land use/ land cover example should be particularly relevant to your use case. This will help you understand the EO-Learn library and it should be fairly simple to apply this example to your own area of interest in Ukraine.

If you have some more specific questions after that, we’ll be happy to answer!

I got acquainted with this example, but since I am not very strong in this, it is difficult for me to understand how to manipulate this file. I would be very grateful for detailed step-by-step instructions on how to substitute the data of Ukraine into the trained model, in what format they should be, and where to find them.

Hi,

The example that I shared shows you how to train your own model, using land cover reference data from Slovenia. The format of the data is in Geopackage but this could be substituted for another OGR compliant vector format like geojson or a shapefile.

Therefore, there are two steps you need to make to substitute your AOI to the example:

1. Replace the vector of Slovenia with your area of interest.
2. Find a reference dataset to train your model with the relevant land cover classes for your use case.

As for finding reference data that you could use to train a model for Ukraine, this is not something that I have much knowledge about and you are probably better placed to conduct this research.

Hope that this information helps you out 🙂