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swift-earth-science · May 10, 2024 · e312cf7 · e312cf7
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diff --git a/_sources/validate-xco-cris.ipynb b/_sources/validate-xco-cris.ipynb
@@ -6,11 +6,13 @@
    "source": [
     "# Model Validation for Carbon Monoxide Column (XCO)\n",
     "\n",
-    "This code describes the validation steps for the SEARS XCO CrIS ML model for Carbon Monoxide Column (XCO) prediction.\n",
+    "This Jupyter notebook describes the validation steps for the SEARS XCO CrIS ML model for Carbon Monoxide Column (XCO) prediction.\n",
     "\n",
-    "The code runs a test for `January 2nd, 2024` and compares the [TROPESS](https://disc.gsfc.nasa.gov/datasets/TRPSYL2COCRS1FS_1/summary) XCO data \"Truth\" with the SEARS XCO CrIS ML model predictions for the same day.\n",
+    "The name of the model used is \"Swift EARth Science XCO CrIS ML\", also known as \"SEARS XCO CrIS ML\", and the version used is v1.9 which at the time of this writing is the latest version of the model. The model was trained using [TROPESS](https://disc.gsfc.nasa.gov/datasets/TRPSYL2COCRS1FS_1/summary) data.\n",
     "\n",
-    "The name of the model used is \"Swift EARth Science XCO CrIS ML\" also known as \"SEARS XCO CrIS ML\" and the version used for testing is v1.9 which at the time of this writing is the latest version of the SEARS XCO CrIS ML model."
+    "The code runs a test for `January 2nd, 2024` and compares the TROPESS XCO column (\"Truth\") with the SEARS XCO CrIS ML XCO column (\"Prediction\") for the same day. \n",
+    "\n",
+    "The test shows that the SEARS XCO CrIS ML model can accurately predict the Carbon Monoxide column (XCO) globally from CriS JPSS-1 / NOAA-20 radiance and geolocation data. "
    ]
   },
   {