Image of same folder different checksum, is this right?

I recognize that this is not specifically a mac only issue, but since I am using terminal and disk utility to perform this quest, I figured it cannot hurt to ask here.
I was exploring the use of checksum with certain media.  Through trial and error, I realized that I can have the identical checksum of an md5 and sha1 of a file, reguardless of it being created at different times or having different names.  The only thing that mattered was that the content inside was exactly the same.  For this I created a txt file with the word "hello" in it then checking it, making another with the word hello in it, and then making dozens of different types of DMG, CDR, and ISO files all mounting and checking to make sure that the checksum of the FILE was the same.  So it was, i feel good about that, means it is working, however, this is where it gets strange.
I made a bunch of DMG files in exactly the same mannor of exactly the same, unchanged folder containing the txt file, yet everytime i made a new one the checksum was different.  And strangely enough, even after creating the identical file in the same location (deleting/renaming the first), it would hav edifferent checksum as well as different sizes reported in info.  Am I wrong to assume that a dmg of the same file should have the same checksum.  It is possible that because everytime you make a dmg of a file it has different sizes, it is possible that for that very strage happening, logically the checksum would be different. 
Final question, should taking a DMG, and converting it to an ISO or CDR, then back to a DMG make it so it has the same checksum as the origional?

I recognize that this is not specifically a mac only issue, but since I am using terminal and disk utility to perform this quest, I figured it cannot hurt to ask here.
I was exploring the use of checksum with certain media.  Through trial and error, I realized that I can have the identical checksum of an md5 and sha1 of a file, reguardless of it being created at different times or having different names.  The only thing that mattered was that the content inside was exactly the same.  For this I created a txt file with the word "hello" in it then checking it, making another with the word hello in it, and then making dozens of different types of DMG, CDR, and ISO files all mounting and checking to make sure that the checksum of the FILE was the same.  So it was, i feel good about that, means it is working, however, this is where it gets strange.
I made a bunch of DMG files in exactly the same mannor of exactly the same, unchanged folder containing the txt file, yet everytime i made a new one the checksum was different.  And strangely enough, even after creating the identical file in the same location (deleting/renaming the first), it would hav edifferent checksum as well as different sizes reported in info.  Am I wrong to assume that a dmg of the same file should have the same checksum.  It is possible that because everytime you make a dmg of a file it has different sizes, it is possible that for that very strage happening, logically the checksum would be different. 
Final question, should taking a DMG, and converting it to an ISO or CDR, then back to a DMG make it so it has the same checksum as the origional?

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