As the STAC catalogue contains a large number of records, your request may receive a timeout error. To prevent this it is best to narrow down your requests to specific collections. This function is a helper function that tries to guess the collection id from an asset id. Note that this method is not highly reliable, and it is always best to manually provide a collection id to a request.