Respectful, free re-use is allowed with attribution.
When you view the galleries, you will see thumbnail images. You don’t want to download those. You want to download the big images the thumbnails link to. See below.
On Android (similar on Apple)
Tap and hold the thumbnail to download the linked image.
OR … Open the enlargement, and then save that.