Edited rst html links.

docs/index.rst

@@ -7,7 +7,7 @@ Digital Earth Africa Training
 =============================
 
 .. note:: 
-    As of June 2021, DE Africa Landsat data has been upgraded to Collection 2. Datacube names have been updated to ``ls5_sr``, ``ls7_sr`` and ``ls8_sr``. Deprecated naming conventions such as ``ls8_usgs_sr_scene`` will no longer work. For more information on Landsat Collection 2, visit the DE Africa Landsat documentation https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.html_. Additionally, the ``deafrica_tools`` package has replaced the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the DE Africa Tools module documentation https://docs.digitalearthafrica.org/en/latest/sandbox/api.html_.
+    As of June 2021, DE Africa Landsat data has been upgraded to Collection 2. Datacube names have been updated to ``ls5_sr``, ``ls7_sr`` and ``ls8_sr``. Deprecated naming conventions such as ``ls8_usgs_sr_scene`` will no longer work. For more information on Landsat Collection 2, visit the `DE Africa Landsat documentation <https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.html>`_. Additionally, the ``deafrica_tools`` package has replaced the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the `DE Africa Tools module documentation https://docs.digitalearthafrica.org/en/latest/sandbox/api.html>`_.
 
 Welcome to the Digital Earth Africa training course!
 

docs/session_1/04_running_a_notebook.ipynb

@@ -249,7 +249,7 @@
    },
    "source": [
     ".. note::\n",
-    "    The map in this app shows an ESRI basemap which is higher resolution than the Landsat 8 data used to calculate the NDVI index. The purpose of the map is to guide you in drawing field boundaries."
+    "    The map in this app shows an ESRI basemap which is higher resolution than the Sentinel-2 data used to calculate the NDVI index. The purpose of the map is to guide you in drawing field boundaries."
    ]
   },
   {

docs/session_2/04_load_data_exercise.ipynb

@@ -110,7 +110,7 @@
    },
    "source": [
     ".. note::\n",
-    "    As of May 2021, the ``deafrica_tools`` package replaces the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the `DE Africa Tools module documentation <https://docs.digitalearthafrica.org/en/latest/sandbox/api.html>`_."
+    "    As of June 2021, the ``deafrica_tools`` package replaces the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the `DE Africa Tools module documentation <https://docs.digitalearthafrica.org/en/latest/sandbox/api.html>`_."
    ]
   },
   {
@@ -199,7 +199,7 @@
    },
    "source": [
     ".. note:: \n",
-    "    As of June 2021, DE Africa Landsat data has been upgraded to Collection 2. Datacube names have been updated to ``ls5_sr``, ``ls7_sr`` and ``ls8_sr``. Deprecated naming conventions such as ``ls8_usgs_sr_scene`` will no longer work. For more information on Landsat Collection 2, visit the DE Africa Landsat documentation https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.html_. "
+    "    As of June 2021, DE Africa Landsat data has been upgraded to Collection 2. Datacube names have been updated to ``ls5_sr``, ``ls7_sr`` and ``ls8_sr``. Deprecated naming conventions such as ``ls8_usgs_sr_scene`` will no longer work. For more information on Landsat Collection 2, visit the `DE Africa Landsat documentation <https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.html>`_. "
    ]
   },
   {

docs/session_3/02_cloud_masking.ipynb

@@ -67,7 +67,7 @@
    },
    "source": [
     ".. note::\n",
-    "    As of June 2021, the ``deafrica_tools`` package has replaced the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the DE Africa Tools module documentation https://docs.digitalearthafrica.org/en/latest/sandbox/api.html_."
+    "    As of June 2021, the ``deafrica_tools`` package has replaced the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the `DE Africa Tools module documentation <https://docs.digitalearthafrica.org/en/latest/sandbox/api.html>`_."
    ]
   },
   {

docs/session_5/02_vegetation_exercise.ipynb

@@ -85,7 +85,7 @@
    },
    "source": [
     ".. note::\n",
-    "    As of June 2021, the ``deafrica_tools`` package has replaced the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the DE Africa Tools module documentation https://docs.digitalearthafrica.org/en/latest/sandbox/api.html_."
+    "    As of June 2021, the ``deafrica_tools`` package has replaced the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the `DE Africa Tools module documentation <https://docs.digitalearthafrica.org/en/latest/sandbox/api.html>`_."
    ]
   },
   {
@@ -263,7 +263,7 @@
    },
    "source": [
     ".. note::\n",
-    "    As of June 2021, DE Africa Landsat data has been upgraded to Collection 2. Datacube names have been updated to ``ls5_sr``, ``ls7_sr`` and ``ls8_sr``. Deprecated naming conventions such as ``ls8_usgs_sr_scene`` will no longer work. For more information on Landsat Collection 2, visit the DE Africa Landsat documentation https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.html_."
+    "    As of June 2021, DE Africa Landsat data has been upgraded to Collection 2. Datacube names have been updated to ``ls5_sr``, ``ls7_sr`` and ``ls8_sr``. Deprecated naming conventions such as ``ls8_usgs_sr_scene`` will no longer work. For more information on Landsat Collection 2, visit the `DE Africa Landsat documentation <https://docs.digitalearthafrica.org/en/latest/data_specs/Landsat_C2_SR_specs.html>`_."
    ]
   },
   {

docs/session_6/02_water_extent.ipynb

@@ -57,7 +57,7 @@
    },
    "source": [
     ".. note:: \n",
-    "    As of June 2021, the ``deafrica_tools`` package has replaced the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the DE Africa Tools module documentation https://docs.digitalearthafrica.org/en/latest/sandbox/api.html_."
+    "    As of June 2021, the ``deafrica_tools`` package has replaced the deprecated ``sys.path.append('../Scripts')`` file import. For more information on ``deafrica_tools``, visit the `DE Africa Tools module documentation <https://docs.digitalearthafrica.org/en/latest/sandbox/api.html>`_."
    ]
   },
   {