Hello Suresh,
I downloaded weather data from the site you mentioned and I used it to create a custom weather generator for my area of study. I think this data can be best used for creating a weather generator for your area of study like I did. As long as, you think that the data is fairly accurate and representing weather conditions in the area.
To my understanding, the data is simulated, not observed.
Frankly, I have concerns about how well the simulated data agree with the actual data observed in the field. For instance, the mean annual total precipitation data I downloaded from
http://globalweather.tamu.edu/ was more than
100% off from the observed data set I obtained from a nearby weather station.
I will send a separate message to the SWAT-user group regarding my concern.
Best,
Kerem Gungor