I am using the aps revtex4-1 layout. For eight times, I included a figure through \begin(figure)[h] and they all were properly positioned. Although I followed the same procedure for Fig. 9, the figure gets placed under section "Analysis of Circular Polarization", even though I have clearly declared it before the declaration of the section. Any help in trying to remedy this issue would be appreciated. 
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Ptheguy
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\usepackageworked. But, why is it that for the last 8 figures I didnt have any issues? I was using the same exact commands. – Ptheguy Oct 24 '16 at 07:09figureenvironment is to let it change position. If you want to force it somewhere, use[H]from package float, but this makes using a floating figure quite nonsense. – Johannes_B Oct 24 '16 at 07:34