I did set the limits explicitly, but yt switches colorer before it saves. See below for the link for my source code and the last part of error message.
yt : [INFO ] 2014-05-17 23:29:15,766 Making a fixed resolution buffer of (('gas', 'pok')) 512 by 512
yt : [INFO ] 2014-05-17 23:29:15,780 Making a fixed resolution buffer of (('athena', 'density')) 512 by 512
yt : [INFO ] 2014-05-17 23:29:15,795 Making a fixed resolution buffer of (('gas', 'nH')) 512 by 512
yt : [INFO ] 2014-05-17 23:29:15,810 Making a fixed resolution buffer of (('gas', 'density')) 512 by 512
yt : [INFO ] 2014-05-17 23:29:15,825 Making a fixed resolution buffer of (('gas', 'temp')) 512 by 512
yt : [INFO ] 2014-05-17 23:29:15,839 Making a fixed resolution buffer of (('athena', 'pressure')) 512 by 512
yt : [INFO ] 2014-05-17 23:29:15,854 Making a fixed resolution buffer of (('gas', 'pressure')) 512 by 512
yt : [WARNING ] 2014-05-17 23:29:15,889 Plot image for field ('gas', 'nH') has zero dynamic range. Min = Max = 3.
yt : [WARNING ] 2014-05-17 23:29:15,889 Switching to linear colorbar scaling.
yt : [WARNING ] 2014-05-17 23:29:16,364 Plot image for field ('gas', 'nH') has zero dynamic range. Min = Max = 3.
yt : [WARNING ] 2014-05-17 23:29:16,364 Switching to linear colorbar scaling.
yt : [INFO ] 2014-05-17 23:29:17,385 Saving plot /scratch/gpfs/changgoo/sntest_TI/png/n2_SN_dx2_L256_TE_multi_fm3/n2_SN_dx2_L256_TE_multi_fm3.0000_Slice_z_temp.png
yt : [INFO ] 2014-05-17 23:29:17,916 Saving plot /scratch/gpfs/changgoo/sntest_TI/png/n2_SN_dx2_L256_TE_multi_fm3/n2_SN_dx2_L256_TE_multi_fm3.0000_Slice_z_nH.png