Reduce number of STAC downloads

[jathavaan]

Task description

All previous STAC catalogs are downloaded and uploaded every time the code runs. This makes the code slower as more runs are completed. Only the latest catalog and the root catalog should be downloaded and uploaded. This will keep the runtime consistent.

Developer tasks

No response