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diff --git a/examples/Physalis/single_view_z.png b/examples/Physalis/single_view_z.png
index e124568f9f1256fad7379c463a2d40081418a17c..bb64e73b97996cf38ff6d457d4df2fe25d69dee8 100644
Binary files a/examples/Physalis/single_view_z.png and b/examples/Physalis/single_view_z.png differ
diff --git a/examples/Raspberry/histogram.png b/examples/Raspberry/histogram.png
deleted file mode 100644
index 9810cba2fe6f81b1f129e9f06d16d47aab7296aa..0000000000000000000000000000000000000000
Binary files a/examples/Raspberry/histogram.png and /dev/null differ
diff --git a/examples/Raspberry/histogram_downsampled.png b/examples/Raspberry/histogram_downsampled.png
new file mode 100644
index 0000000000000000000000000000000000000000..dda50312429277a4bbbe0ed809937d55989faafe
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diff --git a/examples/Raspberry/histogram_full.png b/examples/Raspberry/histogram_full.png
new file mode 100644
index 0000000000000000000000000000000000000000..a3aaba39bd7df855761e5c95eab103907c973067
Binary files /dev/null and b/examples/Raspberry/histogram_full.png differ
diff --git a/examples/Raspberry/orthogonal_slices.png b/examples/Raspberry/orthogonal_slices.png
index 17b6953c4f276a2133f2cfd7d7335441402b2902..9d9049cdcd2ccd49d947f6ad85c29ee320a1eebc 100644
Binary files a/examples/Raspberry/orthogonal_slices.png and b/examples/Raspberry/orthogonal_slices.png differ
diff --git a/examples/Raspberry/raspberry_3D_2.png b/examples/Raspberry/raspberry_3D_2.png
index 6766474a7428b372cfef1ad2ebd6dcb13a05771b..53401b70e76e3e5430485d2e7968e2b747dcc46f 100644
Binary files a/examples/Raspberry/raspberry_3D_2.png and b/examples/Raspberry/raspberry_3D_2.png differ
diff --git a/examples/Raspberry/same_direction.png b/examples/Raspberry/same_direction.png
deleted file mode 100644
index 3b1b537e5904fa8bf099d5701d62a71e94a97214..0000000000000000000000000000000000000000
Binary files a/examples/Raspberry/same_direction.png and /dev/null differ
diff --git a/examples/Raspberry/same_directionz.png b/examples/Raspberry/same_directionz.png
new file mode 100644
index 0000000000000000000000000000000000000000..8e392bd662257c092cb710683daeebf52f8e3662
Binary files /dev/null and b/examples/Raspberry/same_directionz.png differ
diff --git a/examples/Raspberry/single_view_1.png b/examples/Raspberry/single_view_1.png
deleted file mode 100644
index 3856259f3cb8af6102a27a7ead2a5e3464c62eb1..0000000000000000000000000000000000000000
Binary files a/examples/Raspberry/single_view_1.png and /dev/null differ
diff --git a/examples/Raspberry/single_view_downsampled.png b/examples/Raspberry/single_view_downsampled.png
index bd961b8a04717eb7ac0ef0fe866687d1fb844d24..d308f2399579d921f77c2e71bd2384bf21fda44e 100644
Binary files a/examples/Raspberry/single_view_downsampled.png and b/examples/Raspberry/single_view_downsampled.png differ
diff --git a/examples/Raspberry/single_view_full.png b/examples/Raspberry/single_view_full.png
new file mode 100644
index 0000000000000000000000000000000000000000..3b656f741885c65d7a3849fd8e5a8e2f4d990324
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diff --git a/examples/Raspberry/single_view_x.png b/examples/Raspberry/single_view_x.png
index 1e06b8536ec842ff08ddf695e4c5b581171c6318..136bc061275ba104d904a114c62a7b18fd3b1fe4 100644
Binary files a/examples/Raspberry/single_view_x.png and b/examples/Raspberry/single_view_x.png differ
diff --git a/examples/Raspberry/single_view_y.png b/examples/Raspberry/single_view_y.png
index c3c2e53444bde413108a06c4118e8fc281555557..65a0e0f1c6af2e16545deb176cd422397becb118 100644
Binary files a/examples/Raspberry/single_view_y.png and b/examples/Raspberry/single_view_y.png differ
diff --git a/examples/Raspberry/single_view_z.png b/examples/Raspberry/single_view_z.png
index 63f7c3e3b1280be835c046c2a986b12878fcba39..3a1b9bdf8aa4fa34e80a1040a4af5c4d81a7247c 100644
Binary files a/examples/Raspberry/single_view_z.png and b/examples/Raspberry/single_view_z.png differ
diff --git a/examples/Rope/Rope_3D_Example.jpg b/examples/Rope/Rope_3D_Example.jpg
index 9f359d0c65aecc40d405a3f0417f5019a86cea0b..b1f70674c0bdf8eeaa4477edde606755929b5b07 100644
Binary files a/examples/Rope/Rope_3D_Example.jpg and b/examples/Rope/Rope_3D_Example.jpg differ
diff --git a/examples/Rope/histogram.png b/examples/Rope/histogram.png
deleted file mode 100644
index fcf6f4395215a215176ef95d69fdd67553812285..0000000000000000000000000000000000000000
Binary files a/examples/Rope/histogram.png and /dev/null differ
diff --git a/examples/Rope/histogram_downsampled.png b/examples/Rope/histogram_downsampled.png
new file mode 100644
index 0000000000000000000000000000000000000000..d5d18194c9be099b40dce9200ba43448b40fc822
Binary files /dev/null and b/examples/Rope/histogram_downsampled.png differ
diff --git a/examples/Rope/histogram_full.png b/examples/Rope/histogram_full.png
new file mode 100644
index 0000000000000000000000000000000000000000..32b4666a7b21c5abc01edd2968da9c0d13a16ce0
Binary files /dev/null and b/examples/Rope/histogram_full.png differ
diff --git a/examples/Rope/orthogonal_slices.png b/examples/Rope/orthogonal_slices.png
index 6d82ac8cb5c9c05b2f221fa37ca8ef1d73a06867..a50495bbea996d1aa5ec5a9a655aeaaa7204b9f4 100644
Binary files a/examples/Rope/orthogonal_slices.png and b/examples/Rope/orthogonal_slices.png differ
diff --git a/examples/Rope/rope_3D_2.png b/examples/Rope/rope_3D_2.png
index db51c4f746487411234dc68affef2db82dd738a1..56128dd7589963e5875202c7e8f81dd7b74523b9 100644
Binary files a/examples/Rope/rope_3D_2.png and b/examples/Rope/rope_3D_2.png differ
diff --git a/examples/Rope/rope_downscaled_3d.png b/examples/Rope/rope_downscaled_3d.png
new file mode 100644
index 0000000000000000000000000000000000000000..897b1ba63aaf7671608da780fe73e9f760c6cf6e
Binary files /dev/null and b/examples/Rope/rope_downscaled_3d.png differ
diff --git a/examples/Rope/same_direction.png b/examples/Rope/same_direction.png
deleted file mode 100644
index a0098875007ebf450866849e9ea6bd2e75ca1f91..0000000000000000000000000000000000000000
Binary files a/examples/Rope/same_direction.png and /dev/null differ
diff --git a/examples/Rope/same_directiony.png b/examples/Rope/same_directiony.png
new file mode 100644
index 0000000000000000000000000000000000000000..e6373201bb6d17922266dc2224affe945eb4468c
Binary files /dev/null and b/examples/Rope/same_directiony.png differ
diff --git a/examples/Rope/single_view_1.png b/examples/Rope/single_view_1.png
deleted file mode 100644
index 859688a5af0d593ede8c665c3f2973fc06a86e0c..0000000000000000000000000000000000000000
Binary files a/examples/Rope/single_view_1.png and /dev/null differ
diff --git a/examples/Rope/single_view_downsampled.png b/examples/Rope/single_view_downsampled.png
index ccb0c4eb3f21119ca82700f8a5ecd734c7875798..d0a52eec9ae1206d5a24847b32ddd7df7099198c 100644
Binary files a/examples/Rope/single_view_downsampled.png and b/examples/Rope/single_view_downsampled.png differ
diff --git a/examples/Rope/single_view_full.png b/examples/Rope/single_view_full.png
new file mode 100644
index 0000000000000000000000000000000000000000..dd35ab06bd6df9537f7297e735e4ff47444ecee8
Binary files /dev/null and b/examples/Rope/single_view_full.png differ
diff --git a/examples/Rope/single_view_x.png b/examples/Rope/single_view_x.png
index bd165e59b52907fa21cc826c9b797929f7c1e040..7016481411e557d98d0896a3535d4bee0e794d16 100644
Binary files a/examples/Rope/single_view_x.png and b/examples/Rope/single_view_x.png differ
diff --git a/examples/Rope/single_view_y.png b/examples/Rope/single_view_y.png
index 1dfca28da4725374bb03ab97d832fc2ae818af7f..52a0762eb03776b2c4337b9fe4489e0880a45fd4 100644
Binary files a/examples/Rope/single_view_y.png and b/examples/Rope/single_view_y.png differ
diff --git a/examples/Rope/single_view_z.png b/examples/Rope/single_view_z.png
index 1f550748f601b7c20355fbba83ecd1b0776309ed..383096ed64d4849c4775d9259efbdc706c3086d2 100644
Binary files a/examples/Rope/single_view_z.png and b/examples/Rope/single_view_z.png differ
diff --git a/examples/Sea_Urchin/histogram.png b/examples/Sea_Urchin/histogram.png
deleted file mode 100644
index 50a99914768154cb7555c1aeb94b616024411367..0000000000000000000000000000000000000000
Binary files a/examples/Sea_Urchin/histogram.png and /dev/null differ
diff --git a/examples/Sea_Urchin/histogram_cordatum_shell.png b/examples/Sea_Urchin/histogram_cordatum_shell.png
index 8f69e3abedef7f0d390fef444a52f6509f0050e5..569c32cbf6001191a2a209c16e92397050efeaf6 100644
Binary files a/examples/Sea_Urchin/histogram_cordatum_shell.png and b/examples/Sea_Urchin/histogram_cordatum_shell.png differ
diff --git a/examples/Sea_Urchin/histogram_cordatum_spine.png b/examples/Sea_Urchin/histogram_cordatum_spine.png
index 51583c40ec1ff527e2885ec8b76bbaef6f443ab4..8865a0bb4d07fdd0ba984326502ab7aa1b962e3c 100644
Binary files a/examples/Sea_Urchin/histogram_cordatum_spine.png and b/examples/Sea_Urchin/histogram_cordatum_spine.png differ
diff --git a/examples/Sea_Urchin/histogram_sea_urchin.png b/examples/Sea_Urchin/histogram_sea_urchin.png
new file mode 100644
index 0000000000000000000000000000000000000000..3d0af6e544de076d75d65a9097fc29ca43c1664b
Binary files /dev/null and b/examples/Sea_Urchin/histogram_sea_urchin.png differ
diff --git a/examples/Snail/histogram.png b/examples/Snail/histogram.png
index 34baa0a1fc2004f5d57fdfb1dc2a5decf980d14f..8db27a60050469bd9879b1857f2ebceca7be9f5d 100644
Binary files a/examples/Snail/histogram.png and b/examples/Snail/histogram.png differ
diff --git a/examples/Sponge/histogram.png b/examples/Sponge/histogram.png
index 8c60553437c5b1e938758d9f0232ef5853bec6bf..aefcc5409ed4116a614f828c67e2bca517d52044 100644
Binary files a/examples/Sponge/histogram.png and b/examples/Sponge/histogram.png differ
diff --git a/index.html b/index.html
index a2b69f8e8e4a1958d0bfbdcad7c780c5e095a40b..2d0feb58667b3cafb366331e5268adf391ed4f1a 100644
--- a/index.html
+++ b/index.html
@@ -141,7 +141,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <a href="pages/mussel.html">
       <img src="examples/Mussel/Mussel_closed_3Dcut.jpg" style="width:100%" class="w3-hover-opacity">
       <div class="w3-container w3-white">
-        <p><b>Closed Mussel</b></p>
+        <p><b>Mussel</b></p>
       </a>
         <p>Vacuum packed closed clam from an (expired) instant soup.</p>
       </div>
diff --git a/pages/Coal.html b/pages/Coal.html
index 414c862d971d7d41db367ea2e20f4b6590aa2823..75c2f9a54e796fc4be09d7a80658c669924e4b73 100644
--- a/pages/Coal.html
+++ b/pages/Coal.html
@@ -32,31 +32,29 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Coal/coal_brikett_3D.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Coal briquette</p>
+        <p>3D visualization of Coal briquette full data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Coal/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Coal/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Coal briquette</p>
+        <p>Orthogonal Slices of Coal briquette full data</p>
       </div>
     </div>
   </div>
 
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
-    <p>Coal briquette from a bag of BBQ coal. Ut enim ad minim veniam,
-      quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
-      Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>Coal briquette from a bag of BBQ coal.
+    </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -108,7 +106,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-third w3-container w3-margin-bottom">
-        <img src="../examples/Coal/single_view.png" style="width:100%">
+        <img src="../examples/Coal/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Coal briquette full</p>
         </div>
@@ -116,7 +114,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <div class="w3-third w3-container w3-margin-bottom">
         <img src="../examples/Coal/single_view_zoom.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Coal briquette zoom</p>
+          <p>Cross section of Coal briquette zoomed</p>
         </div>
       </div>
       <div class="w3-third w3-container w3-margin-bottom">
@@ -129,35 +127,41 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
 
     <h4>Additional Images</h4>
     <div class="w3-row-padding w3-padding-16">
-      <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Coal/same_direction.png" style="width:100%">
+      <div class="w3-third w3-container w3-margin-bottom">
+        <img src="../examples/Coal/histogram_full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross sections of Coal briquette full on x-axis</p>
+          <p>Histogram of Coal briquette full</p>
         </div>
       </div>
-      <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Coal/histogram.png" style="width:100%">
+      <div class="w3-third w3-container w3-margin-bottom">
+        <img src="../examples/Coal/histogram_zoom.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Histogram of Coal briquette full</p>
+          <p>Histogram of Coal briquette zoomed</p>
+        </div>
+      </div>
+      <div class="w3-third w3-container w3-margin-bottom">
+        <img src="../examples/Coal/histogram_downsampled.png" style="width:100%">
+        <div class="w3-container w3-white">
+          <p>Histogram of Coal briquette downsampled</p>
         </div>
       </div>
       </div>
 
 
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-quarter w3-container w3-margin-bottom">
+        <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Coal/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Coal briquette full on x-axis</p>
           </div>
         </div>
-        <div class="w3-quarter w3-container w3-margin-bottom">
+        <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Coal/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Coal briquette full on y-axis</p>
           </div>
         </div>
-        <div class="w3-quarter w3-container w3-margin-bottom">
+        <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Coal/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Coal briquette full on z-axis</p>
diff --git a/pages/corals.html b/pages/corals.html
index 9ea0ee7d0412b8ec65ee38c0c9b99fd09be691ba..abe5583f353db7e52251b649c47344db2471f99d 100644
--- a/pages/corals.html
+++ b/pages/corals.html
@@ -30,38 +30,35 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Corals/Coral1_3D.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Coral1</p>
+        <p>3D visualization of Coral 1 data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Corals/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Corals/orthogonal_slices_mex.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Coral1</p>
+        <p>Orthogonal Slices of Mex coral data</p>
       </div>
     </div>
   </div>
 
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
-    <p>top part of a staghorn coral. Ut enim ad minim veniam,
-      quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
-      Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>top part of a staghorn coral.
+    </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p></p>
     <hr>
   <!-- </div> -->
 
     <h4>Versions</h4>
     <!-- Details Tables -->
     <div class="w3-row-padding" style="margin:0 -16px">
-      <div class="w3-col m2 w3-margin-bottom">
+      <div class="w3-quarter m2 w3-margin-bottom">
         <ul class="w3-ul w3-border w3-white w3-center w3-opacity w3-hover-opacity-off">
           <li class="w3-black w3-xlarge w3-padding-32">Coral 1</li>
           <li class="w3-padding-16">Data type: 32-bit tiff</li>
@@ -74,33 +71,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         </ul>
       </div>
 
-      <div class="w3-col m2 w3-margin-bottom">
-        <ul class="w3-ul w3-border w3-white w3-center w3-opacity w3-hover-opacity-off">
-          <li class="w3-black w3-xlarge w3-padding-32">Coral_1 1</li>
-          <li class="w3-padding-16">Data type: 32-bit tiff</li>
-          <li class="w3-padding-16">Voxel size: 31.4 &mu;m</li>
-          <li class="w3-padding-16">Dimensions: 1000x700x700</li>
-          <li class="w3-padding-16">File size: 1.82GB</li>
-          <li class="w3-light-grey w3-padding-24">
-            <button class="w3-button w3-orange w3-padding-large w3-hover-black">Download
-          </li>
-        </ul>
-      </div>
-
-      <div class="w3-col m2 w3-margin-bottom">
-        <ul class="w3-ul w3-border w3-white w3-center w3-opacity w3-hover-opacity-off">
-          <li class="w3-black w3-xlarge w3-padding-32">Coral_1 2</li>
-          <li class="w3-padding-16">Data type: 32-bit tiff</li>
-          <li class="w3-padding-16">Voxel size: 31.4 &mu;m</li>
-          <li class="w3-padding-16">Dimensions: 1000x700x700</li>
-          <li class="w3-padding-16">File size: 1.82GB</li>
-          <li class="w3-light-grey w3-padding-24">
-            <button class="w3-button w3-orange w3-padding-large w3-hover-black">Download
-          </li>
-        </ul>
-      </div>
-
-      <div class="w3-col m2 w3-margin-bottom">
+      <div class="w3-quarter m2 w3-margin-bottom">
         <ul class="w3-ul w3-border w3-white w3-center w3-opacity w3-hover-opacity-off">
           <li class="w3-black w3-xlarge w3-padding-32">Coral 2</li>
           <li class="w3-padding-16">Data type: 32-bit tiff</li>
@@ -113,7 +84,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         </ul>
       </div>
 
-      <div class="w3-col m2 w3-margin-bottom">
+      <div class="w3-quarter m2 w3-margin-bottom">
         <ul class="w3-ul w3-border w3-white w3-center w3-opacity w3-hover-opacity-off">
           <li class="w3-black w3-xlarge w3-padding-32">Coral 2 downsampled</li>
           <li class="w3-padding-16">Data type: 16-bit tiff</li>
@@ -126,7 +97,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         </ul>
       </div>
 
-      <div class="w3-col m2 w3-margin-bottom">
+      <div class="w3-quarter m2 w3-margin-bottom">
         <ul class="w3-ul w3-border w3-white w3-center w3-opacity w3-hover-opacity-off">
           <li class="w3-black w3-xlarge w3-padding-32">MexCoral</li>
           <li class="w3-padding-16">Data type: 32-bit tiff</li>
@@ -144,37 +115,25 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <!-- Cross sections -->
     <h4>Cross sections of data</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-col m2 w3-container w3-margin-bottom">
-          <img src="../examples/Corals/single_view_1.png" style="width:100%">
+        <div class="w3-quarter m2 w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view_1full.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Coral 1 full</p>
           </div>
         </div>
-        <div class="w3-col m2 w3-container w3-margin-bottom">
-          <img src="../examples/Corals/single_view_1_1.png" style="width:100%">
-          <div class="w3-container w3-white">
-            <p>Cross section of Coral_1 1 full</p>
-          </div>
-        </div>
-        <div class="w3-col m2 w3-container w3-margin-bottom">
-          <img src="../examples/Corals/single_view_1_2.png" style="width:100%">
-          <div class="w3-container w3-white">
-            <p>Cross section of Coral_1 2 full</p>
-          </div>
-        </div>
-        <div class="w3-col m2 w3-container w3-margin-bottom">
-          <img src="../examples/Corals/single_view_2.png" style="width:100%">
+        <div class="w3-quarter m2 w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view2_full.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Coral 2 full</p>
           </div>
         </div>
-        <div class="w3-col m2 w3-container w3-margin-bottom">
-          <img src="../examples/Corals/single_view_2_DOWNSAMPLED.png" style="width:100%">
+        <div class="w3-quarter m2 w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view2_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Coral 2 downsampled</p>
           </div>
         </div>
-        <div class="w3-col m2 w3-container w3-margin-bottom">
+        <div class="w3-quarter m2 w3-container w3-margin-bottom">
           <img src="../examples/Corals/single_view_mex.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of MexCoral full</p>
@@ -187,40 +146,91 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <!-- Additional Images -->
     <h4>Additional Images</h4>
     <div class="w3-row-padding w3-padding-16">
-      <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Corals/same_direction.png" style="width:100%">
+      <div class="w3-quarter w3-container w3-margin-bottom">
+        <img src="../examples/Corals/histogram_1full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Multiple slices of MexCoral along same axis</p>
+          <p>Histogram of Coral 1 full data</p>
         </div>
       </div>
-      <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Corals/histogram.png" style="width:100%">
+      <div class="w3-quarter w3-container w3-margin-bottom">
+        <img src="../examples/Corals/histogram_2full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Histogram of MexCoral full data</p>
+          <p>Histogram of Coral 2 full data</p>
         </div>
       </div>
-      </div>
-
-    <div class="w3-row-padding w3-padding-16">
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Corals/MexCoral.png" style="width:100%">
+        <img src="../examples/Corals/histogram2_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>3D rendering of MexCoral</p>
+          <p>Histogram of Coral 2 downsampled data</p>
         </div>
       </div>
       <div class="w3-quarter w3-container w3-margin-bottom">
+        <img src="../examples/Corals/histogram_mex.png" style="width:100%">
+        <div class="w3-container w3-white">
+          <p>Histogram of Mex coral full data</p>
+        </div>
+      </div>
+      </div>
+
+      <!-- Coral 1 -->
+      <div class="w3-row-padding w3-padding-16">
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view_1x.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Coral 1 on x-axis</p>
+          </div>
+        </div>
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view_1y.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Coral 1 on y-axis</p>
+          </div>
+        </div>
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view_1z.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Coral 1 on z-axis</p>
+          </div>
+        </div>
+      </div>
+
+      <!-- Coral 2 -->
+      <div class="w3-row-padding w3-padding-16">
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view_x.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Coral 2 on x-axis</p>
+          </div>
+        </div>
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view_y.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Coral 2 on y-axis</p>
+          </div>
+        </div>
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Corals/single_view_z.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Coral 2 on z-axis</p>
+          </div>
+        </div>
+      </div>
+
+    <!-- Coral 1 -->
+    <div class="w3-row-padding w3-padding-16">
+      <div class="w3-third w3-container w3-margin-bottom">
         <img src="../examples/Corals/single_viewmex_x.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of MexCoral on x-axis</p>
         </div>
       </div>
-      <div class="w3-quarter w3-container w3-margin-bottom">
+      <div class="w3-third w3-container w3-margin-bottom">
         <img src="../examples/Corals/single_viewmex_y.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of MexCoral on y-axis</p>
         </div>
       </div>
-      <div class="w3-quarter w3-container w3-margin-bottom">
+      <div class="w3-third w3-container w3-margin-bottom">
         <img src="../examples/Corals/single_viewmex_z.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of MexCoral on z-axis</p>
diff --git a/pages/cowry_shell.html b/pages/cowry_shell.html
index 6874c1484c6d2808c9ab41f3ad0874916a782c5e..f00a61d87fb6c701eec193951b48e5d96a1826a9 100644
--- a/pages/cowry_shell.html
+++ b/pages/cowry_shell.html
@@ -30,29 +30,28 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Cowry_Shell/Cowry_3D.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Cowry Shell</p>
+        <p>3D visualization of Cowry Shell full data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Cowry_Shell/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Cowry_Shell/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of the Cowry Shell</p>
+        <p>Orthogonal Slices of the Cowry Shell full data</p>
       </div>
     </div>
   </div>
 
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
-    <p> Shell of a cowry sea snail from Okinawa,Japan. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p> Shell of a cowry sea snail from Okinawa,Japan.</p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -91,13 +90,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Cowry_Shell/single_view.png" style="width:100%">
+        <img src="../examples/Cowry_Shell/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Cowry Shell full</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Cowry_Shell/single_view_DOWNSAMPLED.png" style="width:100%">
+        <img src="../examples/Cowry_Shell/single_view_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Cowry Shell downsampled</p>
         </div>
@@ -109,15 +108,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Additional Images</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Cowry_Shell/same_direction.png" style="width:100%">
+        <img src="../examples/Cowry_Shell/histogram_full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Multiple slices of Cowry Shell along same axis</p>
+          <p>Histogram of Cowry Shell full data</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Cowry_Shell/histogram.png" style="width:100%">
+        <img src="../examples/Cowry_Shell/histogram_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Histogram of Cowry Shell full data</p>
+          <p>Histogram of Cowry Shell downsampled data</p>
         </div>
       </div>
       </div>
@@ -126,19 +125,19 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <div class="w3-third w3-container w3-margin-bottom">
         <img src="../examples/Cowry_Shell/single_view_x.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Cowry Shell on x-axis</p>
+          <p>Cross section of Cowry Shell full on x-axis</p>
         </div>
       </div>
       <div class="w3-third w3-container w3-margin-bottom">
         <img src="../examples/Cowry_Shell/single_view_y.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Cowry Shell on y-axis</p>
+          <p>Cross section of Cowry Shell full on y-axis</p>
         </div>
       </div>
       <div class="w3-third w3-container w3-margin-bottom">
         <img src="../examples/Cowry_Shell/single_view_z.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Cowry Shell on z-axis</p>
+          <p>Cross section of Cowry Shell full on z-axis</p>
         </div>
       </div>
     </div>
diff --git a/pages/crab.html b/pages/crab.html
index f617292b320e86a88841535117398cf467bec527..d68406e6e2b66a86c37210b76f5b3f72368856da 100644
--- a/pages/crab.html
+++ b/pages/crab.html
@@ -30,31 +30,30 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Crab/HermitCrab_3D.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Hermit Crab</p>
+        <p>3D visualization of Hermit Crab data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Crab/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Crab/orthogonal_slices_hermit.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Hermit Crab</p>
+        <p>Orthogonal Slices of Hermit Crab data</p>
       </div>
     </div>
   </div>
 
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
-    <p>Vacuum packed closed clam from an (expired) instant soup. Ut enim ad minim veniam,
-      quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
-      Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>CT-scans of two small crabs. The first is a small hermit crab in a shell preserved in a jar of formaldehyde.
+      The second is a small crab thorax from Okinawa with some legs attached.
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -93,15 +92,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Crab/single_view_hermit.png" style="width:100%">
+        <img src="../examples/Crab/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Hermit Crab</p>
+          <p>Cross section of Hermit Crab data</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
         <img src="../examples/Crab/single_view_okinawa.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Okinawa Crab</p>
+          <p>Cross section of Okinawa Crab data</p>
         </div>
       </div>
       </div>
@@ -111,19 +110,20 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Additional Images</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Crab/same_direction.png" style="width:100%">
+        <img src="../examples/Crab/histogram_hermit.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Multiple slices of Hermit Crab along same axis</p>
+          <p>Histogram of Hermit Crab data</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Crab/histogram.png" style="width:100%">
+        <img src="../examples/Crab/histogram_okinawa.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Histogram of Hermit Crab data</p>
+          <p>Histogram of Okinawa Crab data</p>
         </div>
       </div>
       </div>
 
+
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Crab/HermitCrab.png" style="width:100%">
@@ -166,6 +166,27 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         </div>
       </div>
 
+      <div class="w3-row-padding w3-padding-16">
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Crab/single_viewokinawa_x.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Okinawa Crab on x-axis</p>
+          </div>
+        </div>
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Crab/single_viewokinawa_y.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Okinawa Crab on y-axis</p>
+          </div>
+        </div>
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Crab/single_viewokinawa_z.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Cross section of Okinawa Crab on z-axis</p>
+          </div>
+        </div>
+      </div>
+
 
 
   </div>
diff --git a/pages/deer_mandible.html b/pages/deer_mandible.html
index cf38716c08fc888af0e2d076f80ce2ef0035eebd..1a916cc6d7c2ec17e74c3ee5de28728a81bb4540 100644
--- a/pages/deer_mandible.html
+++ b/pages/deer_mandible.html
@@ -30,29 +30,29 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Deer_Mandible/DeerMandible_3D_2.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Deer mandible</p>
+        <p>3D visualization of Deer mandible full </p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Deer_Mandible/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Deer_Mandible/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Deer Mandible</p>
+        <p>Orthogonal Slices of Deer Mandible full</p>
       </div>
     </div>
   </div>
 
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
-    <p>Mandible (jaw bone) of deer with some teeth. Ut enim ad minim veniam,
-      quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.</p>
+    <p>Mandible (jaw bone) of deer with some teeth.
+    </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -91,13 +91,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Deer_Mandible/single_view_1.png" style="width:100%">
+        <img src="../examples/Deer_Mandible/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Deer Mandible full</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Deer_Mandible/single_view_DOWNSAMPLED.png" style="width:100%">
+        <img src="../examples/Deer_Mandible/single_view_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Deer Mandible Downsampled</p>
         </div>
@@ -110,31 +110,32 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-half w3-container w3-margin-bottom">
-          <img src="../examples/Deer_Mandible/same_direction.png" style="width:100%">
+          <img src="../examples/Deer_Mandible/histogram_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Multiple slices of Deer Mandible along same axis</p>
+            <p>Histogram of Deer Mandible full</p>
           </div>
         </div>
         <div class="w3-half w3-container w3-margin-bottom">
-          <img src="../examples/Deer_Mandible/histogram.png" style="width:100%">
+          <img src="../examples/Deer_Mandible/histogram_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Histogram of Deer Mandible data</p>
+            <p>Histogram of Deer Mandible Downsampled</p>
           </div>
         </div>
         </div>
 
+
       <!-- Row 2 -->
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Deer_Mandible/DeerMandible_3D_1.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Deer Mandible</p>
+            <p>3D visualization of Deer Mandible full</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Deer_Mandible/DeerMandible_3D_3.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Deer Mandible</p>
+            <p>3D visualization of Deer Mandible full</p>
           </div>
         </div>
         </div>
@@ -143,19 +144,19 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Deer_Mandible/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Deer Mandible on x-axis</p>
+            <p>Cross section of Deer Mandible full on x-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Deer_Mandible/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Deer Mandible on y-axis</p>
+            <p>Cross section of Deer Mandible full on y-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Deer_Mandible/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Deer Mandible on z-axis</p>
+            <p>Cross section of Deer Mandible full on z-axis</p>
           </div>
         </div>
       </div>
diff --git a/pages/foam.html b/pages/foam.html
index d726c8b70caa75090709bfac6e52c5ef9c2b92f2..8dcbbdac6dc955bbe2ac92f97aea880e40b59444 100644
--- a/pages/foam.html
+++ b/pages/foam.html
@@ -30,31 +30,29 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Foam/zoom_rendering_3d.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D example of foam data</p>
+        <p>3D example of foam 1 full data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Foam/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Foam/orthogonal_slices1_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices</p>
+        <p>Orthogonal Slices of Foam 1 full data</p>
       </div>
     </div>
   </div>
 
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
-    <p>Two different packing material plastic foam from Denmark. Ut enim ad minim veniam,
-      quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
-      Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>Two different packing material plastic foam from Denmark.
+    </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -119,62 +117,74 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Foam/single_view_1.png" style="width:100%">
+        <img src="../examples/Foam/single_view1_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Foam1 full</p>
         </div>
       </div>
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Foam/single_view_downsampled.png" style="width:100%">
+        <img src="../examples/Foam/single_view1_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Foam1 downsampled</p>
         </div>
       </div>
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Foam/single_view_2.png" style="width:100%">
+        <img src="../examples/Foam/single_view2_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Foam2 full</p>
         </div>
       </div>
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Foam/single_view_2_zoom.png" style="width:100%">
+        <img src="../examples/Foam/single_view2_zoom.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Foam2 zoomed</p>
+          <p>Cross section of Foam2 zoom</p>
         </div>
       </div>
     </div>
 
     <h4>Additional images</h4>
     <div class="w3-row-padding w3-padding-16">
-      <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Foam/same_direction.png" style="width:100%">
+      <div class="w3-quarter w3-container w3-margin-bottom">
+        <img src="../examples/Foam/histogram1_full.png" style="width:100%">
+        <div class="w3-container w3-white">
+          <p>Histogram of Foam1 full data</p>
+        </div>
+      </div>
+      <div class="w3-quarter w3-container w3-margin-bottom">
+        <img src="../examples/Foam/histogram1_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross sections of Foam1 on x-axis</p>
+          <p>Histogram of Foam1 downsampled data</p>
         </div>
       </div>
-      <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Foam/histogram.png" style="width:100%">
+      <div class="w3-quarter w3-container w3-margin-bottom">
+        <img src="../examples/Foam/histogram2_full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Histogram of Foam1</p>
+          <p>Histogram of Foam2 full data</p>
         </div>
       </div>
+      <div class="w3-quarter w3-container w3-margin-bottom">
+        <img src="../examples/Foam/histogram2_zoom.png" style="width:100%">
+        <div class="w3-container w3-white">
+          <p>Histogram of Foam2 zoom data</p>
+        </div>
       </div>
+    </div>
 
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-quarter w3-container w3-margin-bottom">
-          <img src="../examples/Foam/single_view_1x.png" style="width:100%">
+          <img src="../examples/Foam/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Foam1 on x-axis</p>
           </div>
         </div>
         <div class="w3-quarter w3-container w3-margin-bottom">
-          <img src="../examples/Foam/single_view_1y.png" style="width:100%">
+          <img src="../examples/Foam/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Foam1 on y-axis</p>
           </div>
         </div>
         <div class="w3-quarter w3-container w3-margin-bottom">
-          <img src="../examples/Foam/single_view_1z.png" style="width:100%">
+          <img src="../examples/Foam/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Cross section of Foam1 on z-axis</p>
           </div>
diff --git a/pages/hourglass.html b/pages/hourglass.html
index 38d16dc86faa0c688228691ea707d31a4f1f31dc..343842f3d29ef2b8afdb5867ba15e221b960d510 100644
--- a/pages/hourglass.html
+++ b/pages/hourglass.html
@@ -34,9 +34,9 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Hourglass/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Hourglass/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Hourglass</p>
+        <p>Orthogonal Slices of Hourglass data</p>
       </div>
     </div>
   </div>
@@ -50,8 +50,8 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -103,23 +103,23 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-third w3-container w3-margin-bottom">
-        <img src="../examples/Hourglass/single_view_1.png" style="width:100%">
+        <img src="../examples/Hourglass/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Hourglass</p>
+          <p>Cross section of Hourglass data</p>
         </div>
       </div>
 
       <div class="w3-third w3-container w3-margin-bottom">
-        <img src="../examples/Hourglass/single_view_2.png" style="width:100%">
+        <img src="../examples/Hourglass/single_view_4X-80kV-Air-9s-1_97um.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Hourglass_4X-80kV-Air-9s-1_97um</p>
+          <p>Cross section of Hourglass_4X-80kV-Air-9s-1_97um data</p>
         </div>
       </div>
 
       <div class="w3-third w3-container w3-margin-bottom">
-        <img src="../examples/Hourglass/single_view_3.png" style="width:100%">
+        <img src="../examples/Hourglass/single_view_longexp.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Hourglass_longexp</p>
+          <p>Cross section of Hourglass longexp data</p>
         </div>
       </div>
       </div>
@@ -129,16 +129,22 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <!-- Row 1 -->
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-half w3-container w3-margin-bottom">
-          <img src="../examples/Hourglass/same_direction.png" style="width:100%">
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Hourglass/histogram_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Multiple slices of Hourglass along same axis</p>
+            <p>Histogram of Hourglass data</p>
           </div>
         </div>
-        <div class="w3-half w3-container w3-margin-bottom">
-          <img src="../examples/Hourglass/histogram.png" style="width:100%">
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Hourglass/histogram_4X-80kV-Air-9s-1_97um.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Histogram of Hourglass data</p>
+            <p>Histogram of Hourglass_4X-80kV-Air-9s-1_97um data</p>
+          </div>
+        </div>
+        <div class="w3-third w3-container w3-margin-bottom">
+          <img src="../examples/Hourglass/histogram_longexp.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Histogram of Hourglass_longexp data</p>
           </div>
         </div>
         </div>
diff --git a/pages/kiwi.html b/pages/kiwi.html
index d21345458aa98f969842cf45b3739b7d09d7f25c..e2b2600ca712f4d80c882d07cb8ee81e376828ba 100644
--- a/pages/kiwi.html
+++ b/pages/kiwi.html
@@ -30,28 +30,29 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Kiwi/kiwi_slice.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Slice of Kiwi</p>
+        <p>Slice of Kiwi data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Kiwi/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Kiwi/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Kiwi</p>
+        <p>Orthogonal Slices of Kiwi data</p>
       </div>
     </div>
   </div>
 
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
-    <p>Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>A small Kiwi fruit.
+    </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -70,11 +71,17 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
           </li>
         </ul>
       </div>
+      <div class="w3-third w3-container w3-margin-bottom">
+        <img src="../examples/Kiwi/single_view_1.png" style="width:100%">
+        <div class="w3-container w3-white">
+          <p>Cross section of Kiwi</p>
+        </div>
+      </div>
     </div>
     <!-- End of tables -->
 
     <!-- Cross sections -->
-    <h4>Cross sections of data</h4>
+    <!-- <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
         <img src="../examples/Kiwi/single_view_1.png" style="width:100%">
@@ -82,7 +89,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
           <p>Cross section of Kiwi</p>
         </div>
       </div>
-    </div>
+    </div> -->
 
 
     <!-- Additional Images -->
@@ -90,13 +97,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-half w3-container w3-margin-bottom">
-          <img src="../examples/Kiwi/same_direction.png" style="width:100%">
+          <img src="../examples/Kiwi/same_directiony.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Multiple slices of Kiwi along same axis</p>
           </div>
         </div>
         <div class="w3-half w3-container w3-margin-bottom">
-          <img src="../examples/Kiwi/histogram.png" style="width:100%">
+          <img src="../examples/Kiwi/histogram_full.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Histogram of Kiwi data</p>
           </div>
diff --git a/pages/loofah.html b/pages/loofah.html
index 9edd7107eec1c7648a752d78a93a97a8b14bd705..584477f5f9d5c26d5649686e6e775f8a7ca2175c 100644
--- a/pages/loofah.html
+++ b/pages/loofah.html
@@ -30,13 +30,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Loofah/loofah_3D_2.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Loofah</p>
+        <p>3D visualization of Loofah full</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Loofah/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Loofah/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Loofah</p>
+        <p>Orthogonal Slices of Loofah full</p>
       </div>
     </div>
   </div>
@@ -44,15 +44,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
     <p>Part of a dried cucumber like vegetable used as scrubbing sponge.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -91,13 +91,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Loofah/single_view_1.png" style="width:100%">
+        <img src="../examples/Loofah/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Loofah full</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Loofah/single_view_DOWNSAMPLED.png" style="width:100%">
+        <img src="../examples/Loofah/single_view_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Loofah downsampled</p>
         </div>
@@ -109,22 +109,16 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <!--Row 1 -->
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Loofah/same_direction.png" style="width:100%">
-          <div class="w3-container w3-white">
-            <p>Multiple slices of Loofah along same axis</p>
-          </div>
-        </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Loofah/loofah_3D.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Loofah/histogram_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Loofah</p>
+            <p>Histogram of Loofah full data</p>
           </div>
         </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Loofah/histogram.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Loofah/histogram_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Histogram of Loofah data</p>
+            <p>Histogram of Loofah full data</p>
           </div>
         </div>
       </div>
diff --git a/pages/marine_gastropods.html b/pages/marine_gastropods.html
index 5600a4dfbaa6be69258a3d170ee9ea6dc6da6f93..357ece1124e834348a4fb2602cc5006acad855d1 100644
--- a/pages/marine_gastropods.html
+++ b/pages/marine_gastropods.html
@@ -30,13 +30,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Marine_Gastropods/gastropod_3D_1.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Marine Gastropod</p>
+        <p>3D visualization of Marine Gastropod 1 data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Marine_Gastropods/orthogonal_slices.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Marine Gastropod</p>
+        <p>Orthogonal Slices of Marine Gastropod 1 data</p>
       </div>
     </div>
   </div>
@@ -44,15 +44,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
     <p>Small sea snail (gastropod) shell.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -117,25 +117,25 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Marine_Gastropods/single_view_1.png" style="width:100%">
+        <img src="../examples/Marine_Gastropods/single_view1_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Marine Gastropod 1</p>
         </div>
       </div>
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Marine_Gastropods/single_view_1_DOWNSAMPLED.png" style="width:100%">
+        <img src="../examples/Marine_Gastropods/single_view1_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Marine Gastropod 1 downsampled</p>
         </div>
       </div>
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Marine_Gastropods/single_view_2.png" style="width:100%">
+        <img src="../examples/Marine_Gastropods/single_view2_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Marine Gastropod 2</p>
         </div>
       </div>
       <div class="w3-quarter w3-container w3-margin-bottom">
-        <img src="../examples/Marine_Gastropods/single_view_2_DOWNSAMPLED.png" style="width:100%">
+        <img src="../examples/Marine_Gastropods/single_view2_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Marine Gastropod 2 downsampled</p>
         </div>
@@ -148,49 +148,65 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-quarter w3-container w3-margin-bottom">
-          <img src="../examples/Marine_Gastropods/same_direction.png" style="width:100%">
+          <img src="../examples/Marine_Gastropods/histogram1_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Multiple slices of Marine Gastropod along same axis</p>
+            <p>Histogram of Marine Gastropod 1 full data</p>
           </div>
         </div>
         <div class="w3-quarter w3-container w3-margin-bottom">
-          <img src="../examples/Marine_Gastropods/gastropod_3D_2.png" style="width:100%">
+          <img src="../examples/Marine_Gastropods/histogram1_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Matrine Gastropod 1</p>
+            <p>Histogram of Marine Gastropod 1 downsampled data</p>
           </div>
         </div>
         <div class="w3-quarter w3-container w3-margin-bottom">
-          <img src="../examples/Marine_Gastropods/MarineGastropod2_3D_Example.jpg" style="width:100%">
+          <img src="../examples/Marine_Gastropods/histogram2_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Matrine Gastropod 2</p>
+            <p>Histogram of Marine Gastropod 2 full data</p>
           </div>
         </div>
         <div class="w3-quarter w3-container w3-margin-bottom">
-          <img src="../examples/Marine_Gastropods/histogram.png" style="width:100%">
+          <img src="../examples/Marine_Gastropods/histogram2_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Histogram of Marine Gastropod data</p>
+            <p>Histogram of Marine Gastropod 2 downsampled data</p>
           </div>
         </div>
       </div>
 
       <!-- Row 2 -->
+      <div class="w3-row-padding w3-padding-16">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Marine_Gastropods/gastropod_3D_2.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>3D visualization of Matrine Gastropod 1 full</p>
+          </div>
+        </div>
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Marine_Gastropods/MarineGastropod2_3D_Example.jpg" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>3D visualization of Matrine Gastropod 2 full</p>
+          </div>
+        </div>
+      </div>
+
+      <!-- Row 3 -->
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Marine_Gastropods/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Marine Gastropod on x-axis</p>
+            <p>Cross section of Marine Gastropod 1 full on x-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Marine_Gastropods/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Marine Gastropod on y-axis</p>
+            <p>Cross section of Marine Gastropod 1 fullon y-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Marine_Gastropods/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Marine Gastropod on z-axis</p>
+            <p>Cross section of Marine Gastropod 1 fullon z-axis</p>
           </div>
         </div>
       </div>
diff --git a/pages/mussel.html b/pages/mussel.html
index 3b4b0feac22105ff91f7d8805cabb0b85e0cb33c..ab2a7a5d9ecf3c0030a412ee47bb788eb6694d7e 100644
--- a/pages/mussel.html
+++ b/pages/mussel.html
@@ -30,31 +30,29 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Mussel/mussel3D.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Mussel</p>
+        <p>3D visualization of Mussel full data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Mussel/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Mussel/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Mussel</p>
+        <p>Orthogonal Slices of Mussel full data</p>
       </div>
     </div>
   </div>
 
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
-    <p>Vacuum packed closed clam from an (expired) instant soup. Ut enim ad minim veniam,
-      quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat.
-      Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>Vacuum packed closed clam from an (expired) instant soup.
+    </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -93,7 +91,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Mussel/single_view.png" style="width:100%">
+        <img src="../examples/Mussel/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Closed mussel full</p>
         </div>
@@ -111,30 +109,37 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Additional Images</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Mussel/same_direction.png" style="width:100%">
+        <img src="../examples/Mussel/histogram_full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Multiple slices of Mussel along same axis</p>
+          <p>Histogram of Closed Mussel full data</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Mussel/histogram.png" style="width:100%">
+        <img src="../examples/Mussel/histogram_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Histogram of Closed Mussel full data</p>
+          <p>Histogram of Closed Mussel downsampled data</p>
         </div>
       </div>
       </div>
 
+
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-third w3-container w3-margin-bottom">
-        <img src="../examples/Mussel/single_view_z.png" style="width:100%">
+        <img src="../examples/Mussel/single_view_x.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Mussel on z-axis</p>
+          <p>Cross section of Mussel full on x-axis</p>
         </div>
       </div>
       <div class="w3-third w3-container w3-margin-bottom">
-        <img src="../examples/Mussel/slices_3d.png" style="width:100%">
+        <img src="../examples/Mussel/single_view_y.png" style="width:100%">
+        <div class="w3-container w3-white">
+          <p>Cross section of Mussel full on y-axis</p>
+        </div>
+      </div>
+      <div class="w3-third w3-container w3-margin-bottom">
+        <img src="../examples/Mussel/single_view_z.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Multiple cross sections of Mussel</p>
+          <p>Cross section of Mussel full on z-axis</p>
         </div>
       </div>
     </div>
diff --git a/pages/oak_branch.html b/pages/oak_branch.html
index 13ae4103f105a9e3c05524f11c5b8dd5b5eec914..f818bbc085d0726ce7686ce6089653ab0a6fd368 100644
--- a/pages/oak_branch.html
+++ b/pages/oak_branch.html
@@ -30,13 +30,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Oak_Branch/Oak_3D_Example.jpg" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Oak Branch</p>
+        <p>3D visualization of Oak Branch full</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Oak_Branch/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Oak_Branch/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Oak Branch</p>
+        <p>Orthogonal Slices of Oak Branch full</p>
       </div>
     </div>
   </div>
@@ -50,8 +50,8 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -90,7 +90,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Oak_Branch/single_view_1.png" style="width:100%">
+        <img src="../examples/Oak_Branch/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Oak Branch full</p>
         </div>
@@ -109,15 +109,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-half w3-container w3-margin-bottom">
-          <img src="../examples/Oak_Branch/same_direction.png" style="width:100%">
+          <img src="../examples/Oak_Branch/histogram_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Multiple slices of Oak Branch along same axis</p>
+            <p>Histogram of Oak Branch full data</p>
           </div>
         </div>
         <div class="w3-half w3-container w3-margin-bottom">
-          <img src="../examples/Oak_Branch/histogram.png" style="width:100%">
+          <img src="../examples/Oak_Branch/histogram_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Histogram of Oak Branch data</p>
+            <p>Histogram of Oak Branch downsampled data</p>
           </div>
         </div>
       </div>
@@ -127,19 +127,19 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Oak_Branch/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Oak Branch on x-axis</p>
+            <p>Cross section of Oak Branch full on x-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Oak_Branch/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Oak Branch on y-axis</p>
+            <p>Cross section of Oak Branch full on y-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Oak_Branch/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Oak Branch on z-axis</p>
+            <p>Cross section of Oak Branch full on z-axis</p>
           </div>
         </div>
       </div>
diff --git a/pages/okinawa_forams.html b/pages/okinawa_forams.html
index 7d520e3d8da4b18eeb8d1b27dd662b602b729a1c..bd3dee09ad9f2507c303bf6f966c64ed9f8325c3 100644
--- a/pages/okinawa_forams.html
+++ b/pages/okinawa_forams.html
@@ -34,7 +34,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Okinawa_forams/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Okinawa_forams/orthogonal_slices_1.png" style="width:100%">
       <div class="w3-container w3-white">
         <p>Orthogonal Slices of Okinawa forams 1 data</p>
       </div>
@@ -44,15 +44,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
     <p>Shell of a unicellular marine organism.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -109,22 +109,32 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <!--Row 1 -->
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Okinawa_forams/same_direction.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Okinawa_forams/histogram_1.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Multiple slices of Okinawa foram along same axis</p>
+            <p>Histogram of Okinawa foram 1 data</p>
           </div>
         </div>
-        <div class="w3-third w3-container w3-margin-bottom">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Okinawa_forams/histogram_2.png" style="width:100%">
+          <div class="w3-container w3-white">
+            <p>Histogram of Okinawa foram 2 data</p>
+          </div>
+        </div>
+      </div>
+
+      <!--Row 2 -->
+      <div class="w3-row-padding w3-padding-16">
+        <div class="w3-half w3-container w3-margin-bottom">
           <img src="../examples/Okinawa_forams/Okinawa_Foram_3DCut.jpg" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Okinawa foram cut</p>
+            <p>3D visualization of Okinawa foram 1 data</p>
           </div>
         </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Okinawa_forams/histogram.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Okinawa_forams/okinawa_2_3D.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Histogram of Okinawa foram data</p>
+            <p>3D visualization of Okinawa foram 2 data</p>
           </div>
         </div>
       </div>
@@ -134,19 +144,19 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Okinawa_forams/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Okinawa foram on x-axis</p>
+            <p>Cross section of Okinawa foram 1 on x-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Okinawa_forams/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Okinawa foram on y-axis</p>
+            <p>Cross section of Okinawa foram 2 on y-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Okinawa_forams/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Okinawa foram on z-axis</p>
+            <p>Cross section of Okinawa foram 3 on z-axis</p>
           </div>
         </div>
       </div>
diff --git a/pages/physalis.html b/pages/physalis.html
index d6156594dd81c325b93ad0972a3368ded1377f35..cd3055b6315b4f530ef731c90a75b97cf53d5761 100644
--- a/pages/physalis.html
+++ b/pages/physalis.html
@@ -30,13 +30,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Physalis/physalis_3D_2.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Physalis</p>
+        <p>3D visualization of Physalis full</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
-      <img src="../examples/Physalis/orthogonal_slices.png" style="width:100%">
+      <img src="../examples/Physalis/orthogonal_slices_full.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Physalis</p>
+        <p>Orthogonal Slices of Physalis full</p>
       </div>
     </div>
   </div>
@@ -44,15 +44,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
     <p>Physalis fruit with husk.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -91,7 +91,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Physalis/single_view_1.png" style="width:100%">
+        <img src="../examples/Physalis/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
           <p>Cross section of Physalis full</p>
         </div>
@@ -109,22 +109,16 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <!--Row 1 -->
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Physalis/same_direction.png" style="width:100%">
-          <div class="w3-container w3-white">
-            <p>Multiple slices of Physalis along same axis</p>
-          </div>
-        </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Physalis/Physalis_3D_Example.jpg" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Physalis/histogram_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Physalis</p>
+            <p>Histogram of Physalis full data</p>
           </div>
         </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Physalis/histogram.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Physalis/histogram_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Histogram of Physalis data</p>
+            <p>3Histogram of Physalis downsampled data</p>
           </div>
         </div>
       </div>
@@ -134,19 +128,19 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Physalis/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Physalis on x-axis</p>
+            <p>Cross section of Physalis full on x-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Physalis/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Physalis on y-axis</p>
+            <p>Cross section of Physalis full on y-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Physalis/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Physalis on z-axis</p>
+            <p>Cross section of Physalis full on z-axis</p>
           </div>
         </div>
       </div>
diff --git a/pages/raspberry.html b/pages/raspberry.html
index 0e11cdb9d670576b11b2b06c0f673fcaa1499d1f..9629a5b3a9b17e8183d1174e9f1586795e732123 100644
--- a/pages/raspberry.html
+++ b/pages/raspberry.html
@@ -30,13 +30,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Raspberry/Raspberry_3D_Example.jpg" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Raspberry</p>
+        <p>3D visualization of Raspberry full</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Raspberry/orthogonal_slices.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Raspberry</p>
+        <p>Orthogonal Slices of Raspberry full</p>
       </div>
     </div>
   </div>
@@ -44,15 +44,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
     <p>Wild raspberry found on DTU campus (Denmark).
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -61,7 +61,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-row-padding" style="margin:0 -16px">
       <div class="w3-half w3-margin-bottom">
         <ul class="w3-ul w3-border w3-white w3-center w3-opacity w3-hover-opacity-off">
-          <li class="w3-black w3-xlarge w3-padding-32">Raspberry 1 Full</li>
+          <li class="w3-black w3-xlarge w3-padding-32">Raspberry Full</li>
           <li class="w3-padding-16">Data type: 32-bit tiff</li>
           <li class="w3-padding-16">Voxel size: 17.1 &mu;m</li>
           <li class="w3-padding-16">Dimensions: 1000x1000x800</li>
@@ -74,7 +74,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
 
       <div class="w3-half">
         <ul class="w3-ul w3-border w3-white w3-center w3-opacity w3-hover-opacity-off">
-          <li class="w3-black w3-xlarge w3-padding-32">Raspberry 2 Downsampled</li>
+          <li class="w3-black w3-xlarge w3-padding-32">Raspberry Downsampled</li>
           <li class="w3-padding-16">Data type: 16-bit tiff</li>
           <li class="w3-padding-16">Voxel size: 17.1 &mu;m</li>
           <li class="w3-padding-16">Dimensions: 500x500x400</li>
@@ -91,15 +91,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Raspberry/single_view_1.png" style="width:100%">
+        <img src="../examples/Raspberry/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Raspberry 1 full</p>
+          <p>Cross section of Raspberry full</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
         <img src="../examples/Raspberry/single_view_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Raspberry 2 downsampled</p>
+          <p>Cross section of Raspberry downsampled</p>
         </div>
       </div>
       </div>
@@ -109,44 +109,39 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <!--Row 1 -->
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Raspberry/same_direction.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Raspberry/histogram_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Multiple slices of Raspberry along same axis</p>
+            <p>Histogram of Raspberry full data</p>
           </div>
         </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Raspberry/raspberry_3D_2.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Raspberry/histogram_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Raspberry</p>
-          </div>
-        </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Raspberry/histogram.png" style="width:100%">
-          <div class="w3-container w3-white">
-            <p>Histogram of Raspberry data</p>
+            <p>Histogram of Raspberry downsampled data</p>
           </div>
         </div>
       </div>
 
+
       <!--Row 2 -->
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Raspberry/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Raspberry on x-axis</p>
+            <p>Cross section of Raspberry full on x-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Raspberry/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Raspberry on y-axis</p>
+            <p>Cross section of Raspberry full on y-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Raspberry/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Raspberry on z-axis</p>
+            <p>Cross section of Raspberry full on z-axis</p>
           </div>
         </div>
       </div>
diff --git a/pages/rope.html b/pages/rope.html
index c25fb9319a981c0b3f4e9eecdda859dc72840c05..50e4d3f3411a3442328d789e35695cbcfe464dd9 100644
--- a/pages/rope.html
+++ b/pages/rope.html
@@ -30,13 +30,13 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Rope/rope_3D.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>3D visualization of Rope</p>
+        <p>3D visualization of Rope full data</p>
       </div>
     </div>
     <div class="w3-half w3-container w3-margin-bottom">
       <img src="../examples/Rope/orthogonal_slices.png" style="width:100%">
       <div class="w3-container w3-white">
-        <p>Orthogonal Slices of Rope</p>
+        <p>Orthogonal Slices of Rope full data</p>
       </div>
     </div>
   </div>
@@ -44,15 +44,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
     <p>Piece of synthetic rope bought in Denmark.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -91,15 +91,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     <h4>Cross sections of data</h4>
     <div class="w3-row-padding w3-padding-16">
       <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Rope/single_view_1.png" style="width:100%">
+        <img src="../examples/Rope/single_view_full.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Rope full</p>
+          <p>Cross section of Rope data full</p>
         </div>
       </div>
       <div class="w3-half w3-container w3-margin-bottom">
         <img src="../examples/Rope/single_view_downsampled.png" style="width:100%">
         <div class="w3-container w3-white">
-          <p>Cross section of Rope downsampled</p>
+          <p>Cross section of Rope data downsampled</p>
         </div>
       </div>
       </div>
@@ -109,22 +109,16 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <!--Row 1 -->
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Rope/same_direction.png" style="width:100%">
-          <div class="w3-container w3-white">
-            <p>Multiple slices of Rope along same axis</p>
-          </div>
-        </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Rope/rope_3D_2.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Rope/histogram_full.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>3D visualization of Rope</p>
+            <p>Histogram of Rope data full</p>
           </div>
         </div>
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Rope/histogram.png" style="width:100%">
+        <div class="w3-half w3-container w3-margin-bottom">
+          <img src="../examples/Rope/histogram_downsampled.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Histogram of Rope data</p>
+            <p>Histogram of Rope data downsampled</p>
           </div>
         </div>
       </div>
@@ -134,19 +128,19 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Rope/single_view_x.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Rope on x-axis</p>
+            <p>Cross section of Rope full on x-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Rope/single_view_y.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Rope on y-axis</p>
+            <p>Cross section of Rope full on y-axis</p>
           </div>
         </div>
         <div class="w3-third w3-container w3-margin-bottom">
           <img src="../examples/Rope/single_view_z.png" style="width:100%">
           <div class="w3-container w3-white">
-            <p>Cross section of Rope on z-axis</p>
+            <p>Cross section of Rope full on z-axis</p>
           </div>
         </div>
       </div>
diff --git a/pages/sea_urchin.html b/pages/sea_urchin.html
index 569208370e2a9762d972b16353cb82ca670e91af..85be71569da4250978da79d7ca373293151e53ca 100644
--- a/pages/sea_urchin.html
+++ b/pages/sea_urchin.html
@@ -52,8 +52,8 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -158,7 +158,7 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
       <!--Row 2 -->
       <div class="w3-row-padding w3-padding-16">
         <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Sea_Urchin/histogram.png" style="width:100%">
+          <img src="../examples/Sea_Urchin/histogram_sea_urchin.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Histogram of sea urchin data</p>
           </div>
diff --git a/pages/snail.html b/pages/snail.html
index 7a57767df85a613218c5e45a7a7a81b8bb78eb23..c7503e17aaa38d571f902b68f5178e2b673d96e1 100644
--- a/pages/snail.html
+++ b/pages/snail.html
@@ -44,15 +44,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
     <p>Snail from a pack of butter filled escargot after being heated. Sample was bought in Denmark.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -82,35 +82,19 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     </div>
     <!-- End of tables -->
 
-    <!-- Cross sections -->
-    <!-- <h4>Cross sections of data</h4>
-    <div class="w3-row-padding w3-padding-16">
-      <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Snail/single_view_1.png" style="width:100%">
-        <div class="w3-container w3-white">
-          <p>Cross section of escargot data</p>
-        </div>
-      </div>
-      </div> -->
 
 
     <!-- Additional Images -->
       <!--Row 1 -->
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Snail/same_direction.png" style="width:100%">
-          <div class="w3-container w3-white">
-            <p>Multiple slices of escargot data along same axis</p>
-          </div>
-        </div>
-        <div class="w3-third w3-container w3-margin-bottom">
+        <div class="w3-half w3-container w3-margin-bottom">
           <img src="../examples/Snail/Escargot_Example.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>3D visualization of escargot data</p>
           </div>
         </div>
-        <div class="w3-third w3-container w3-margin-bottom">
+        <div class="w3-half w3-container w3-margin-bottom">
           <img src="../examples/Snail/histogram.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Histogram of escargot data</p>
diff --git a/pages/sponge.html b/pages/sponge.html
index d8eacaae74197c5a229b3e6d46fcbf4f62177003..38f22959c65fd55f5005dfee618ccb2cd3110f86 100644
--- a/pages/sponge.html
+++ b/pages/sponge.html
@@ -44,15 +44,15 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Description</b></h4>
     <p>Natural sponge bought in Croatia.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+      </p>
     <hr>
     </div>
 
   <!-- Ack -->
   <div class="w3-container w3-padding-large" style="margin-bottom:32px">
     <h4><b>Acknowledgements</b></h4>
-    <p>Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur.
-      Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.</p>
+    <p>
+    </p>
     <hr>
   <!-- </div> -->
 
@@ -82,41 +82,17 @@ body,h1,h2,h3,h4,h5,h6 {font-family: "Raleway", sans-serif}
     </div>
     <!-- End of tables -->
 
-    <!-- Cross sections -->
-    <!-- <h4>Cross sections of data</h4>
-    <div class="w3-row-padding w3-padding-16">
-      <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Sponge/single_view_1.png" style="width:100%">
-        <div class="w3-container w3-white">
-          <p>Cross section of sponge data</p>
-        </div>
-      </div>
-      < <div class="w3-half w3-container w3-margin-bottom">
-        <img src="../examples/Sponge/single_view_downsampled.png" style="width:100%">
-        <div class="w3-container w3-white">
-          <p>Cross section of Rope downsampled</p>
-        </div>
-      </div>
-    </div> -->
-
-
     <!-- Additional Images -->
       <!--Row 1 -->
       <h4>Additional Images</h4>
       <div class="w3-row-padding w3-padding-16">
-        <div class="w3-third w3-container w3-margin-bottom">
-          <img src="../examples/Sponge/same_direction.png" style="width:100%">
-          <div class="w3-container w3-white">
-            <p>Multiple slices of sponge data along same axis</p>
-          </div>
-        </div>
-        <div class="w3-third w3-container w3-margin-bottom">
+        <div class="w3-half w3-container w3-margin-bottom">
           <img src="../examples/Sponge/sponge_3d_4.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>3D visualization of sponge data</p>
           </div>
         </div>
-        <div class="w3-third w3-container w3-margin-bottom">
+        <div class="w3-half w3-container w3-margin-bottom">
           <img src="../examples/Sponge/histogram.png" style="width:100%">
           <div class="w3-container w3-white">
             <p>Histogram of sponge data</p>