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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-55ce3a51
+30e75a13
diff --git a/R_session/Compare_BI_plots.html b/R_session/Compare_BI_plots.html
@@ -138,7 +138,7 @@
       <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
         <i class="bi bi-layout-text-sidebar-reverse"></i>
       </button>
-        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Remote Sensing applications in forest management planing</a></li><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Number_Trees_BI_nDOM</a></li></ol></nav>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Block 2: Remote Sensing applications in forest management planning</a></li><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Number_Trees_BI_nDOM</a></li></ol></nav>
         <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
         </a>
     </div>
@@ -171,7 +171,7 @@
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
             <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="false">
- <span class="menu-text">Reference Data Collection</span></a>
+ <span class="menu-text">Block 1: Reference Data Collection</span></a>
           <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="false" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
@@ -195,7 +195,7 @@
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
             <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true">
- <span class="menu-text">Remote Sensing applications in forest management planing</span></a>
+ <span class="menu-text">Block 2: Remote Sensing applications in forest management planning</span></a>
           <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
@@ -219,14 +219,32 @@
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
             <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="false">
- <span class="menu-text">Microclimate Data Retrieval &amp; Spatial Data Interpolation</span></a>
+ <span class="menu-text">Block 3: Machine Learning</span></a>
           <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="false" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
       <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 ">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
+  <a href="../ml_session/ML_AOA.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Machine learning for remote sensing applications</span></a>
+  </div>
+</li>
+      </ul>
+  </li>
+        <li class="px-0"><hr class="sidebar-divider hi "></li>
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="false">
+ <span class="menu-text">Block 4 and 5: Microclimate Data Retrieval &amp; Spatial Data Interpolation</span></a>
+          <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="false" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 ">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
   <a href="../mc_session/mc1.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Microclimate Sensors &amp; Power supply Units</span></a>
   </div>
@@ -248,22 +266,21 @@
         <li class="px-0"><hr class="sidebar-divider hi "></li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="false">
- <span class="menu-text">Machine Learning</span></a>
-          <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="false" aria-label="Toggle section">
+            <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="false">
+ <span class="menu-text">Block 6: Describing and comparing spatial patterns</span></a>
+          <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="false" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 ">  
+      <ul id="quarto-sidebar-section-6" class="collapse list-unstyled sidebar-section depth1 ">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
-  <a href="../ml_session/ML_AOA.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">Machine learning for remote sensing applications</span></a>
+  <a href="../block6/describing_and_comparing_spaital_patterns.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">describing_and_comparing_spaital_patterns.html</span></a>
   </div>
 </li>
       </ul>
   </li>
-        <li class="px-0"><hr class="sidebar-divider hi "></li>
     </ul>
     </div>
 </nav>
@@ -281,7 +298,7 @@ <h2 id="toc-title">On this page</h2>
 <!-- main -->
 <main class="content" id="quarto-document-content">
 
-<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Remote Sensing applications in forest management planing</a></li><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Number_Trees_BI_nDOM</a></li></ol></nav>
+<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Block 2: Remote Sensing applications in forest management planning</a></li><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Number_Trees_BI_nDOM</a></li></ol></nav>
 <div class="quarto-title">
 <h1 class="title">Number_Trees_BI_nDOM</h1>
 </div>

diff --git a/R_session/Tree_detection.html b/R_session/Tree_detection.html
@@ -138,7 +138,7 @@
       <button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
         <i class="bi bi-layout-text-sidebar-reverse"></i>
       </button>
-        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Remote Sensing applications in forest management planing</a></li><li class="breadcrumb-item"><a href="../R_session/Tree_detection.html">Tree detection</a></li></ol></nav>
+        <nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Block 2: Remote Sensing applications in forest management planning</a></li><li class="breadcrumb-item"><a href="../R_session/Tree_detection.html">Tree detection</a></li></ol></nav>
         <a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">      
         </a>
     </div>
@@ -171,7 +171,7 @@
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
             <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="false">
- <span class="menu-text">Reference Data Collection</span></a>
+ <span class="menu-text">Block 1: Reference Data Collection</span></a>
           <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="false" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
@@ -195,7 +195,7 @@
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
             <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true">
- <span class="menu-text">Remote Sensing applications in forest management planing</span></a>
+ <span class="menu-text">Block 2: Remote Sensing applications in forest management planning</span></a>
           <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
@@ -219,14 +219,32 @@
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
             <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="false">
- <span class="menu-text">Microclimate Data Retrieval &amp; Spatial Data Interpolation</span></a>
+ <span class="menu-text">Block 3: Machine Learning</span></a>
           <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="false" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
       <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 ">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
+  <a href="../ml_session/ML_AOA.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Machine learning for remote sensing applications</span></a>
+  </div>
+</li>
+      </ul>
+  </li>
+        <li class="px-0"><hr class="sidebar-divider hi "></li>
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="false">
+ <span class="menu-text">Block 4 and 5: Microclimate Data Retrieval &amp; Spatial Data Interpolation</span></a>
+          <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="false" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 ">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
   <a href="../mc_session/mc1.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Microclimate Sensors &amp; Power supply Units</span></a>
   </div>
@@ -248,22 +266,21 @@
         <li class="px-0"><hr class="sidebar-divider hi "></li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="false">
- <span class="menu-text">Machine Learning</span></a>
-          <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="false" aria-label="Toggle section">
+            <a class="sidebar-item-text sidebar-link text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="false">
+ <span class="menu-text">Block 6: Describing and comparing spatial patterns</span></a>
+          <a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="false" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 ">  
+      <ul id="quarto-sidebar-section-6" class="collapse list-unstyled sidebar-section depth1 ">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
-  <a href="../ml_session/ML_AOA.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">Machine learning for remote sensing applications</span></a>
+  <a href="../block6/describing_and_comparing_spaital_patterns.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">describing_and_comparing_spaital_patterns.html</span></a>
   </div>
 </li>
       </ul>
   </li>
-        <li class="px-0"><hr class="sidebar-divider hi "></li>
     </ul>
     </div>
 </nav>
@@ -281,7 +298,7 @@ <h2 id="toc-title">On this page</h2>
 <!-- main -->
 <main class="content" id="quarto-document-content">
 
-<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Remote Sensing applications in forest management planing</a></li><li class="breadcrumb-item"><a href="../R_session/Tree_detection.html">Tree detection</a></li></ol></nav>
+<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../R_session/Compare_BI_plots.html">Block 2: Remote Sensing applications in forest management planning</a></li><li class="breadcrumb-item"><a href="../R_session/Tree_detection.html">Tree detection</a></li></ol></nav>
 <div class="quarto-title">
 <h1 class="title">Tree detection</h1>
 </div>