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@@ -7812,7 +7812,7 @@ a.anchor-link {
 
 <span class="c1"># 1. SETUP</span>
 <span class="n">drive</span><span class="o">.</span><span class="n">mount</span><span class="p">(</span><span class="s1">'/content/drive'</span><span class="p">,</span> <span class="n">force_remount</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
-<span class="n">MY_PROJECT_ID</span> <span class="o">=</span> <span class="s1">'local-dialect-484618-b9'</span>
+<span class="n">MY_PROJECT_ID</span> <span class="o">=</span> <span class="s1">'[REDACTED_FOR_SECURITY]'</span>
 
 <span class="k">try</span><span class="p">:</span>
     <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="n">MY_PROJECT_ID</span><span class="p">)</span>
@@ -7822,7 +7822,7 @@ a.anchor-link {
     <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="n">MY_PROJECT_ID</span><span class="p">)</span>
 
 <span class="c1"># CONFIG</span>
-<span class="n">WHEAT_MASK_ASSET</span> <span class="o">=</span> <span class="s1">'projects/satmae-2026/assets/Punjab_Mask_2024_NEW'</span>
+<span class="n">WHEAT_MASK_ASSET</span> <span class="o">=</span> <span class="s1">'[REDACTED_FOR_SECURITY]'</span>
 <span class="n">SAVE_DIR</span> <span class="o">=</span> <span class="s1">'/content/drive/MyDrive/LSTM_Wheat_Results/'</span>
 <span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">SAVE_DIR</span><span class="p">):</span> <span class="n">os</span><span class="o">.</span><span class="n">makedirs</span><span class="p">(</span><span class="n">SAVE_DIR</span><span class="p">)</span>
 
@@ -8015,10 +8015,10 @@ Tasks submitted. Proceed to Step 2.
 <span class="n">drive</span><span class="o">.</span><span class="n">mount</span><span class="p">(</span><span class="s1">'/content/drive'</span><span class="p">,</span> <span class="n">force_remount</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 
 <span class="k">try</span><span class="p">:</span>
-    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'local-dialect-484618-b9'</span><span class="p">)</span>
+    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'[REDACTED_FOR_SECURITY]'</span><span class="p">)</span>
 <span class="k">except</span><span class="p">:</span>
     <span class="n">ee</span><span class="o">.</span><span class="n">Authenticate</span><span class="p">()</span>
-    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'local-dialect-484618-b9'</span><span class="p">)</span>
+    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'[REDACTED_FOR_SECURITY]'</span><span class="p">)</span>
 
 <span class="c1"># CANCEL STUCK TASKS</span>
 <span class="nb">print</span><span class="p">(</span><span class="s2">"--- CANCELLING STUCK TASKS ---"</span><span class="p">)</span>
@@ -8029,7 +8029,7 @@ Tasks submitted. Proceed to Step 2.
         <span class="n">ee</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">cancelTask</span><span class="p">(</span><span class="n">t</span><span class="o">.</span><span class="n">id</span><span class="p">)</span>
 
 <span class="c1"># CONFIG</span>
-<span class="n">WHEAT_MASK_ASSET</span> <span class="o">=</span> <span class="s1">'projects/satmae-2026/assets/Punjab_Mask_2024_NEW'</span>
+<span class="n">WHEAT_MASK_ASSET</span> <span class="o">=</span> <span class="s1">'[REDACTED_FOR_SECURITY]'</span>
 <span class="n">START_DATE</span> <span class="o">=</span> <span class="s1">'2023-10-01'</span>
 <span class="n">END_DATE</span> <span class="o">=</span> <span class="s1">'2024-04-30'</span>
 
@@ -11761,13 +11761,13 @@ First 2 Rows of Data:
 <span class="c1"># 1. SETUP</span>
 <span class="n">drive</span><span class="o">.</span><span class="n">mount</span><span class="p">(</span><span class="s1">'/content/drive'</span><span class="p">,</span> <span class="n">force_remount</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 <span class="k">try</span><span class="p">:</span>
-    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'local-dialect-484618-b9'</span><span class="p">)</span>
+    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'[REDACTED_FOR_SECURITY]'</span><span class="p">)</span>
 <span class="k">except</span><span class="p">:</span>
     <span class="n">ee</span><span class="o">.</span><span class="n">Authenticate</span><span class="p">()</span>
-    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'local-dialect-484618-b9'</span><span class="p">)</span>
+    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'[REDACTED_FOR_SECURITY]'</span><span class="p">)</span>
 
 <span class="c1"># CONFIG</span>
-<span class="n">WHEAT_MASK_ASSET</span> <span class="o">=</span> <span class="s1">'projects/satmae-2026/assets/Punjab_Mask_2024_NEW'</span>
+<span class="n">WHEAT_MASK_ASSET</span> <span class="o">=</span> <span class="s1">'[REDACTED_FOR_SECURITY]'</span>
 <span class="n">START_DATE</span> <span class="o">=</span> <span class="s1">'2023-10-01'</span>
 <span class="n">END_DATE</span> <span class="o">=</span> <span class="s1">'2024-04-30'</span>
 <span class="n">BATCHES</span> <span class="o">=</span> <span class="p">[{</span><span class="s1">'name'</span><span class="p">:</span> <span class="s1">'Batch_A'</span><span class="p">,</span> <span class="s1">'seed'</span><span class="p">:</span> <span class="mi">42</span><span class="p">},</span> <span class="p">{</span><span class="s1">'name'</span><span class="p">:</span> <span class="s1">'Batch_B'</span><span class="p">,</span> <span class="s1">'seed'</span><span class="p">:</span> <span class="mi">123</span><span class="p">}]</span>
@@ -12067,13 +12067,13 @@ First 2 Rows of Data:
 <span class="c1"># 1. SETUP</span>
 <span class="n">drive</span><span class="o">.</span><span class="n">mount</span><span class="p">(</span><span class="s1">'/content/drive'</span><span class="p">,</span> <span class="n">force_remount</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
 <span class="k">try</span><span class="p">:</span>
-    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'local-dialect-484618-b9'</span><span class="p">)</span>
+    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'[REDACTED_FOR_SECURITY]'</span><span class="p">)</span>
 <span class="k">except</span><span class="p">:</span>
     <span class="n">ee</span><span class="o">.</span><span class="n">Authenticate</span><span class="p">()</span>
-    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'local-dialect-484618-b9'</span><span class="p">)</span>
+    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'[REDACTED_FOR_SECURITY]'</span><span class="p">)</span>
 
 <span class="c1"># CONFIG</span>
-<span class="n">WHEAT_MASK_ASSET</span> <span class="o">=</span> <span class="s1">'projects/satmae-2026/assets/Punjab_Mask_2024_NEW'</span>
+<span class="n">WHEAT_MASK_ASSET</span> <span class="o">=</span> <span class="s1">'[REDACTED_FOR_SECURITY]'</span>
 <span class="n">START_DATE</span> <span class="o">=</span> <span class="s1">'2023-10-01'</span>
 <span class="n">END_DATE</span> <span class="o">=</span> <span class="s1">'2024-04-30'</span>
 <span class="n">BATCHES</span> <span class="o">=</span> <span class="p">[{</span><span class="s1">'name'</span><span class="p">:</span> <span class="s1">'Batch_A'</span><span class="p">,</span> <span class="s1">'seed'</span><span class="p">:</span> <span class="mi">42</span><span class="p">},</span> <span class="p">{</span><span class="s1">'name'</span><span class="p">:</span> <span class="s1">'Batch_B'</span><span class="p">,</span> <span class="s1">'seed'</span><span class="p">:</span> <span class="mi">123</span><span class="p">}]</span>
@@ -13499,10 +13499,10 @@ GUIDE:
 
 <span class="c1"># 2. Initialize Earth Engine</span>
 <span class="k">try</span><span class="p">:</span>
-    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'local-dialect-484618-b9'</span><span class="p">)</span>
+    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'[REDACTED_FOR_SECURITY]'</span><span class="p">)</span>
 <span class="k">except</span><span class="p">:</span>
     <span class="n">ee</span><span class="o">.</span><span class="n">Authenticate</span><span class="p">()</span>
-    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'local-dialect-484618-b9'</span><span class="p">)</span>
+    <span class="n">ee</span><span class="o">.</span><span class="n">Initialize</span><span class="p">(</span><span class="n">project</span><span class="o">=</span><span class="s1">'[REDACTED_FOR_SECURITY]'</span><span class="p">)</span>
 
 <span class="nb">print</span><span class="p">(</span><span class="s2">" Connection Restored. You can now run the Band Survivor Check."</span><span class="p">)</span>
 </pre></div>