Error while transporting Datasources in Production

Dear All,
I have facing a problem while transporting objects pertaining to BI Cockpit in Production.
Earlier I had transported all the obects (in more than one transports) in Quality (from Development). After testing the objects, I had imported the same number of transports (and in the same order) to Production and now some of the requests have ended in errors like:
DataSource 0TCTWHMTFM_TEXT does not exist in source system PW1CLNT003 of version A
Such errors have occured for most of the Datasources.
Can anyone let me know
1) Why the transports have failed while importing in Production when similar requests have been transported successfully to Quality.
2) The possible solution to correct the error.
Request your kind help to overcome this problem.
Regards
Shalabh

Dear All,
Thanks for your kind reply.
There are no R/3 Datasources involved. Our BI Cockpit landscape is based upon only BI system. No data transfer to take place between R/3 and BI.
Secondly, you mean to say that I need to replicate my Source system in Production and then proceed with the transporting of the requests from Dev to Prod.
But I never did the same in Quality while transporting from Dev. Is it that it might have been done in Quality beforehand by someone ?
Also, when the Datasources have not been transported to Production (resulting in error) then how can i replicate these datasources in Production ???
Let me know if I have not understood correctly.
Many thanks again for your efforts.
/Shalabh

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