diff --git a/plot.sh b/plot.sh
index 0735b24..d4ceb99 100755
--- a/plot.sh
+++ b/plot.sh
@@ -53,7 +53,6 @@ case $1 in
 
     "tophat")
         gnuplot_file=tophat_w_fft.gp
-        
     ;;
     
     *)
diff --git a/pres/final/final.odp b/pres/final/final.odp
index b7f0dcb..df7e738 100644
Binary files a/pres/final/final.odp and b/pres/final/final.odp differ
diff --git a/pres/final/final.pdf b/pres/final/final.pdf
index 2f41a01..e6e50c3 100644
Binary files a/pres/final/final.pdf and b/pres/final/final.pdf differ
diff --git a/pres/img/tophat_freqdomain.pdf b/pres/img/tophat_freqdomain.pdf
index c343e6d..1760a0c 100644
Binary files a/pres/img/tophat_freqdomain.pdf and b/pres/img/tophat_freqdomain.pdf differ
diff --git a/pres/img/tophat_timedomain.pdf b/pres/img/tophat_timedomain.pdf
index 3a49c7f..2808ded 100644
Binary files a/pres/img/tophat_timedomain.pdf and b/pres/img/tophat_timedomain.pdf differ
diff --git a/scripts/plot_psdlag.sh b/scripts/plot_psdlag.sh
index e101758..d06b653 100755
--- a/scripts/plot_psdlag.sh
+++ b/scripts/plot_psdlag.sh
@@ -54,20 +54,20 @@ do
         sed "s|%TITLE%|Power Spectrum for Lightcurves $echo_band and $ref_band|"|
         sed "s|%SUBTITLE%|as reported by Fausnaugh et. al, STORM III, 2016|"|
         sed "s|%FILE1%|$echoPSD_tabfile|"|
-        sed "s|%LABEL1%|${echo_band} PSD|"|
+        sed "s|%LABEL1%|${echo_band}|"|
         #sed "s|%FILE2%|$refPSD_tabfile|"|
-        #sed "s|%LABEL2%|${ref_band} PSD|"|
+        #sed "s|%LABEL2%|${ref_band}|"|
         sed "s|%YMIN%|$ymin|"|sed "s|%YMAX|$ymax|"|
         sed "s|%OUTPUTFILE%|$PSD_plotfile|" > tmp.gp
     gnuplot tmp.gp
 
     # Plot time lags and save using gnuplot
 #    read ymin ymax <<< $(ywindow_of $timelag_tabfile)
-    cat scripts/templates/timelag_freq.gp|
+    cat scripts/templates/timelag.gp|
         sed "s|%TITLE%|Time Lag for Lightcurve $echo_band relative to $ref_band|"|
         sed "s|%SUBTITLE%|as reported by Fausnaugh et. al, STORM III, 2016|"|
         sed "s|%FILE1%|$timelag_tabfile|"|
-        sed "s|%LABEL1%|${echo_band} Lag|"|
+        sed "s|%LABEL1%|${echo_band}|"|
         sed "s|%YMIN%|$ymin|"|sed "s|%YMAX|$ymax|"|
         sed "s|%OUTPUTFILE%|$timelag_plotfile|" > tmp.gp
     gnuplot tmp.gp
diff --git a/scripts/templates/psd.gp b/scripts/templates/psd.gp
index 4989ffb..ca5b22f 100644
--- a/scripts/templates/psd.gp
+++ b/scripts/templates/psd.gp
@@ -7,10 +7,7 @@ set termopt enhanced
 set macros
 
     # Placement of the a,b,c,d labels in the graphs
-    POS = "at graph 0.7,0.92 font 'Times,24'"
-    
-
-
+    POS = "at graph 0.8,0.84 font 'Times,24'"
     XLABEL = "set xlabel 'Temporal Frequency [days^{-1}]' font 'Times' off 0,1;\
               set format x '10^{%+3T}'"
     YLABEL = "set ylabel 'log_{10} PSD' font 'Times' offset 1,2.5;\
@@ -29,7 +26,7 @@ set ylabel "log_{10} PSD" font "Times,24"
 set yrange [-5.5:0.5]
 set ytics auto font 'Times,16'
 set ytics add ('' -0.5 1,'' -1.5 1,'' -2.5 1,'' -3.5 1,'' -4.5 1)
-set yzeroaxis
+set xzeroaxis
 
 set label 1 '%LABEL1%' @POS
 
diff --git a/scripts/templates/timelag.gp b/scripts/templates/timelag.gp
new file mode 100644
index 0000000..731221f
--- /dev/null
+++ b/scripts/templates/timelag.gp
@@ -0,0 +1,36 @@
+set terminal pdf
+set output "%OUTPUTFILE%"
+set termopt enhanced
+
+set macros
+
+    # Placement of the a,b,c,d labels in the graphs
+    POS = "at graph 0.8,0.92 font 'Times,24'"
+    XLABEL = "set xlabel 'Temporal Frequency [days^{-1}]' font 'Times' off 0,1;\
+              set format x '10^{%+3T}'"
+    YLABEL = "set ylabel 'log_{10} PSD' font 'Times' offset 1,2.5;\
+              set format y '%.0t'"
+
+unset title
+unset key
+
+set xlabel "Temporal Frequency [days^{-1}]" font "Times,24"
+set xrange [0.005:0.620]
+set xtics auto font 'Times,16'
+set logscale x
+set xzeroaxis
+
+set ylabel "Lag [days]" font "Times,24"
+set yrange [-2:6]
+#set ytics (-1,0,1,2,3,4,5) font 'Times,16'
+set ytics auto font 'Times,16'
+set ytics add ('' -1.5 1,'' -0.5 1,'' 0.5 1,'' 1.5 1,'' 2.5 1,'' 3.5 1,'' 4.5 1,'' 5.5 1)
+
+
+
+# Draw line at origin
+#set arrow from 0.005,0 to 0.620,0 nohead lt 3 lc rgb 'black'
+#set pointsize 0
+
+set label 1 '%LABEL1%' @POS
+plot '%FILE1%' using 1:2:($2-$4):($2+$4) with yerrorbars pt 7 ps .5 lt rgb "black"
\ No newline at end of file
diff --git a/scripts/templates/timelag_freq.gp b/scripts/templates/timelag_freq.gp
deleted file mode 100644
index 19217eb..0000000
--- a/scripts/templates/timelag_freq.gp
+++ /dev/null
@@ -1,17 +0,0 @@
-set terminal png
-set termoption dash
-set output "%OUTPUTFILE"
-
-set title "%TITLE\n{/*0.7 %SUBTITLE}"
-set xlabel "Temporal Frequency [days^{-1}]"
-set xrange [0.005:0.620]
-set logscale x
-
-set ylabel "Lag [days]"
-#set yrange [%YMIN:%YMAX]
-
-# Draw line at origin
-set arrow from 0.005,0 to 0.603,0 nohead lt 3 lc rgb 'black'
-
-
-plot '%FILE1' using 1:2:3:4 with xyerrorbars title "%LABEL1"