Did you cherry pick a small amount of airports with nice photos or you are just choosing a random airport from a list of all airports in the world? Are you using an API to get the photos and location for the map?
The database is publicly available on this Notion page: https://melted-snail-13b.notion.site/23a6c31d1c404515aafcdfb...
I just added airports I knew, or looked interesting. I fetched the pics from Jetphotos manually.
Then using the Google API to search for the ICAO code + airport, eg "EHAM airport". Up to now, Google always hit the target.