numpy arrays

[Heli]

As you said, this did the trick. 
sortedVal=np.array(val[ind]).reshape((xcoord.size,ycoord.size,zcoord.size)) 

Only val[ind] instead of val[ind,:] as val is 1D. 

Thanks Oscar,