diff --git a/index.html b/index.html
index 643cbbd..2e74300 100644
--- a/index.html
+++ b/index.html
@@ -228,7 +228,7 @@ window.Quarto = {
 
 <div class="quarto-listing quarto-listing-container-default" id="listing-listing">
 <div class="list quarto-listing-default">
-<div class="quarto-post image-right" data-index="0" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZSUyQ0dOTg==" data-listing-date-sort="1749772800000" data-listing-file-modified-sort="1750058080759" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="5" data-listing-word-count-sort="993">
+<div class="quarto-post image-right" data-index="0" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZSUyQ0dOTg==" data-listing-date-sort="1749772800000" data-listing-file-modified-sort="1750075495928" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="5" data-listing-word-count-sort="993">
 <div class="thumbnail"><a href="./suivi/2025-24/2025-24.html" class="no-external">
 
 <p class="card-img-top"><img src="suivi/2025-24/figs/ari-clustering-desc&asc9.png"  class="thumbnail-image card-img"/></p>
@@ -262,7 +262,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="1" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZSUyQ0dOTg==" data-listing-date-sort="1748390400000" data-listing-file-modified-sort="1750058080759" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="4" data-listing-word-count-sort="785">
+<div class="quarto-post image-right" data-index="1" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZSUyQ0dOTg==" data-listing-date-sort="1748390400000" data-listing-file-modified-sort="1750075495928" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="4" data-listing-word-count-sort="785">
 <div class="thumbnail"><a href="./suivi/2025-22/2025-22.html" class="no-external">
 
 <div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
@@ -297,7 +297,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="2" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZSUyQ0dOTg==" data-listing-date-sort="1747958400000" data-listing-file-modified-sort="1750058080758" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="5" data-listing-word-count-sort="919">
+<div class="quarto-post image-right" data-index="2" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZSUyQ0dOTg==" data-listing-date-sort="1747958400000" data-listing-file-modified-sort="1750075495927" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="5" data-listing-word-count-sort="919">
 <div class="thumbnail"><a href="./suivi/2025-21/2025-21.html" class="no-external">
 
 <div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
@@ -331,7 +331,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="3" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZSUyQ0dOTg==" data-listing-date-sort="1747353600000" data-listing-file-modified-sort="1750058080758" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="6" data-listing-word-count-sort="1030">
+<div class="quarto-post image-right" data-index="3" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZSUyQ0dOTg==" data-listing-date-sort="1747353600000" data-listing-file-modified-sort="1750075495927" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="6" data-listing-word-count-sort="1030">
 <div class="thumbnail"><a href="./suivi/2025-20/2025-20.html" class="no-external">
 
 <div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
@@ -365,7 +365,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="4" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZQ==" data-listing-date-sort="1746748800000" data-listing-file-modified-sort="1750058080758" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="5" data-listing-word-count-sort="814">
+<div class="quarto-post image-right" data-index="4" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZQ==" data-listing-date-sort="1746748800000" data-listing-file-modified-sort="1750075495927" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="5" data-listing-word-count-sort="814">
 <div class="thumbnail"><a href="./suivi/2025-19/2025-19.html" class="no-external">
 
 <div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
@@ -397,7 +397,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="5" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZQ==" data-listing-date-sort="1746144000000" data-listing-file-modified-sort="1750058080757" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3" data-listing-word-count-sort="521">
+<div class="quarto-post image-right" data-index="5" data-categories="Y29sQmlTQk0lMkNpbmYlQzMlQTlyZW5jZQ==" data-listing-date-sort="1746144000000" data-listing-file-modified-sort="1750075495924" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3" data-listing-word-count-sort="521">
 <div class="thumbnail"><a href="./suivi/2025-18/2025-18.html" class="no-external">
 
 <p class="card-img-top"><img src="suivi/2025-18/figs/density-subdore.png"  class="thumbnail-image card-img"/></p>
@@ -429,7 +429,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="6" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1745539200000" data-listing-file-modified-sort="1750058080748" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="4" data-listing-word-count-sort="714">
+<div class="quarto-post image-right" data-index="6" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1745539200000" data-listing-file-modified-sort="1750075495904" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="4" data-listing-word-count-sort="714">
 <div class="thumbnail"><a href="./suivi/2025-17/2025-17.html" class="no-external">
 
 <p class="card-img-top"><img src="suivi/2025-17/figs/density-subdore.png"  class="thumbnail-image card-img"/></p>
@@ -459,7 +459,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="7" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1744934400000" data-listing-file-modified-sort="1750058080746" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="2" data-listing-word-count-sort="352">
+<div class="quarto-post image-right" data-index="7" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1744934400000" data-listing-file-modified-sort="1750075495900" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="2" data-listing-word-count-sort="352">
 <div class="thumbnail"><a href="./suivi/2025-16/2025-16.html" class="no-external">
 
 <div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
@@ -489,7 +489,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="8" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1743724800000" data-listing-file-modified-sort="1750058080745" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="2" data-listing-word-count-sort="353">
+<div class="quarto-post image-right" data-index="8" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1743724800000" data-listing-file-modified-sort="1750075495896" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="2" data-listing-word-count-sort="353">
 <div class="thumbnail"><a href="./suivi/2025-15/2025-15.html" class="no-external">
 
 <p class="card-img-top"><img src="suivi/2025-15/figs/alluvial-clusterings.png"  class="thumbnail-image card-img"/></p>
@@ -519,7 +519,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="9" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1743120000000" data-listing-file-modified-sort="1750058080745" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3" data-listing-word-count-sort="413">
+<div class="quarto-post image-right" data-index="9" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1743120000000" data-listing-file-modified-sort="1750075495896" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3" data-listing-word-count-sort="413">
 <div class="thumbnail"><a href="./suivi/2025-14/2025-14.html" class="no-external">
 
 <div class="listing-item-img-placeholder card-img-top" >&nbsp;</div>
@@ -549,7 +549,7 @@ Louis Lacoste
 </a>
 </div>
 </div>
-<div class="quarto-post image-right" data-index="10" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1742169600000" data-listing-file-modified-sort="1750058080739" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3" data-listing-word-count-sort="426">
+<div class="quarto-post image-right" data-index="10" data-categories="Y29sQmlTQk0=" data-listing-date-sort="1742169600000" data-listing-file-modified-sort="1750075495863" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="3" data-listing-word-count-sort="426">
 <div class="thumbnail"><a href="./suivi/2025-13/2025-13.html" class="no-external">
 
 <p class="card-img-top"><img src="suivi/2025-13/figs/baldock_meso_iid.png"  class="thumbnail-image card-img"/></p>
diff --git a/suivi/2025-24/figs/ari-clustering-desc&asc30.png b/suivi/2025-24/figs/ari-clustering-desc&asc30.png
index a4bbd8a..8e56548 100644
Binary files a/suivi/2025-24/figs/ari-clustering-desc&asc30.png and b/suivi/2025-24/figs/ari-clustering-desc&asc30.png differ