diff --git a/notebooks/Sentinel-2/sentinel2_data_download_to_array.ipynb b/notebooks/Sentinel-2/sentinel2_data_download_to_array.ipynb
index 8315b72..54785d6 100644
--- a/notebooks/Sentinel-2/sentinel2_data_download_to_array.ipynb
+++ b/notebooks/Sentinel-2/sentinel2_data_download_to_array.ipynb
@@ -19,9 +19,9 @@
     "## Learning Objectives\n",
     "\n",
     "This script allows you to:\n",
-    "* query the sentinel-2 image collection using EODAL given;\n",
-    "* downloading long timeseries of images spanning multiple years for a given bounding box geometry;\n",
-    "* stocking the data as form of numpy array, with all images on the same grid, conveninet for vector operations and pixel analysis.\n",
+    "* query the sentinel-2 image collection using EOdal;\n",
+    "* download long timeseries of images spanning multiple years for a given bounding box geometry;\n",
+    "* stock the data in form of numpy array, with all images on the same grid, conveninet for vector operations and pixel analysis.\n",
     "\n",
     "To adapt the script to your application, only the section marked with (EDIT) need\n",
     "to be edited.\n",
@@ -649,7 +649,7 @@
     }
    ],
    "source": [
-    "#%% compute NDVI for alla scenes as a matrix operation\n",
+    "#%% compute NDVI for all scenes as a unique matrix operation\n",
     "RED = im[:,:,2,:]\n",
     "NIR = im[:,:,3,:]\n",
     "NDVI = (NIR-RED)/(NIR+RED)\n",