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GeoscienceAustralia · Dec 4, 2023 · 1f13a5a · 1f13a5a
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diff --git a/How_to_guides/Animated_timeseries.ipynb b/How_to_guides/Animated_timeseries.ipynb
@@ -999,7 +999,7 @@
     "* Sharpening your images\n",
     "* Histogram matching or equalisation\n",
     "\n",
-    "To demonstrate this, we will apply two functions from the [skimage.exposure](`https://scikit-image.org/docs/dev/api/skimage.exposure.html`) module which contains many powerful image processing algorithms:\n",
+    "To demonstrate this, we will apply two functions from the [skimage.exposure](https://scikit-image.org/docs/dev/api/skimage.exposure.html) module which contains many powerful image processing algorithms:\n",
     "\n",
     "1. `skimage.exposure.rescale_intensity` will first scale our data between 0.0 and 1.0 (required for step 2)\n",
     "2. `skimage.exposure.equalize_adapthist` will take this re-scaled data and apply an alogorithm that will enhance and contrast local details of the image\n",

diff --git a/Real_world_examples/Burnt_area_mapping_near_realtime.ipynb b/Real_world_examples/Burnt_area_mapping_near_realtime.ipynb
@@ -45,7 +45,7 @@
     "\n",
     "This notebook is designed to map the extent of fires within Australia over the previous fortnight dependent on the availability of suitable imagery. The output of this notebook does not measure the severity of fires.\n",
     "\n",
-    "For users interested in mapping historical fires, please use the [Burnt Area mapping using Sentinel-2 data notebook](../Real_world_examples/Burnt_area_mapping.html) instead.\n",
+    "For users interested in mapping historical fires, please use the [Burnt Area mapping using Sentinel-2 data notebook](../Real_world_examples/Burnt_area_mapping.ipynb) instead.\n",
     "\n",
     "### Normalised Burn Ratio (NBR) and delta Normalised Burn Ratio (dNBR)\n",
     "\n",
@@ -61,7 +61,7 @@
     "d\\mathrm{NBR = NBR_{baseline} - NBR_{post-fire}}\n",
     "$$\n",
     "\n",
-    "More information on NBR and dNBR can be found in the [Burnt Area mapping using Sentinel-2 data notebook.](../Real_world_examples/Burnt_area_mapping.html)\n",
+    "More information on NBR and dNBR can be found in the [Burnt Area mapping using Sentinel-2 data notebook.](../Real_world_examples/Burnt_area_mapping.ipynb)\n",
     "\n",
     "### Relativized Burn Ratio (RBR)\n",
     "The Relativized Burn Ratio (RBR) is a variation of the Relativized delta Normalised Burn Ratio (RdNBR) developed by [SA parks](https://www.mdpi.com/2072-4292/6/3/1827) that solves some of the numerical problems with the original RdNBR algorithm. Like the RdNBR, the RBR aims to improve burnt area mapping over burnt areas that had low levels of pre-fire vegetation by considering the baseline NBR measurement to prevent these areas being thresholded out.\n",

diff --git a/Real_world_examples/Turbidity_animated_timeseries.ipynb b/Real_world_examples/Turbidity_animated_timeseries.ipynb
@@ -440,7 +440,7 @@
     "## Load Sentinel-2 data\n",
     "The first step in this analysis is to load in Sentinel-2 optical data for the `lat_range`, `lon_range` and the desired `time` range. Note that only the necessary bands have been added to reduce load times. \n",
     "The `load_ard` function is used here to load data that has undergone geometric correction and surface reflection correction, making it ready for analysis.\n",
-    "More information on Digital Earth Australia's ARD and the Open Data Cube [here.](../Beginners_guide/02_DEA.html#Open-Data-Cube)\n",
+    "More information on Digital Earth Australia's ARD and the Open Data Cube [here.](../Beginners_guide/02_DEA.ipynb#Open-Data-Cube)\n",
     "\n",
     "> **Note:** This may take some time to load your selected data; click on the Dask Client \"Dashboard\" link above to see how it is progressing."
    ]