Link fixes

docs/source/science/GEDI/GEDI_L2B.ipynb

@@ -13,7 +13,7 @@
    "id": "0fc1f76e",
    "metadata": {},
    "source": [
-    "In this tutorial, we will use the integrated Earthdata search function in MAAP ADE (https://ade.ops.maap-project.org/) to search for some GEDI L2B data for an area of interest. We will then download some of this data and read its attributes in preparation for some analysis. We will perform a spatial subset on the data to reduce data volumes and we will finally make some basic plots of our data. We will start by importing some of the modules we will need."
+    "In this tutorial, we will use the integrated Earthdata search function in MAAP ADE (https://ade.maap-project.org/) to search for some GEDI L2B data for an area of interest. We will then download some of this data and read its attributes in preparation for some analysis. We will perform a spatial subset on the data to reduce data volumes and we will finally make some basic plots of our data. We will start by importing some of the modules we will need."
    ]
   },
   {
@@ -893,7 +893,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.8"
+   "version": "3.10.8"
   }
  },
  "nbformat": 4,

docs/source/technical_tutorials/access/accessing_cod.ipynb

@@ -60,7 +60,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "We can use the `maap.searchCollection` function to search for the desired collection, in this case the SRTMGL1_COD collection and set the results of the function to a variable. More information about searching for collections may be found [here](https://docs.maap-project.org/en/latest/search/collections.html)."
+    "We can use the `maap.searchCollection` function to search for the desired collection, in this case the SRTMGL1_COD collection and set the results of the function to a variable. More information about searching for collections may be found [here](https://docs.maap-project.org/en/latest/technical_tutorials/search/collections.html)."
    ]
   },
   {
@@ -77,7 +77,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Perhaps we are only interested in granules (files) from the collection which are within a certain area. We create a string with bounding box values and use the `maap.searchGranule` function with the bounding box values. More information about searching for granules may be found [here](https://docs.maap-project.org/en/latest/search/granules.html)."
+    "Perhaps we are only interested in granules (files) from the collection which are within a certain area. We create a string with bounding box values and use the `maap.searchGranule` function with the bounding box values. More information about searching for granules may be found [here](https://docs.maap-project.org/en/latest/technical_tutorials/search/granules.html)."
    ]
   },
   {
@@ -488,9 +488,9 @@
  ],
  "metadata": {
   "kernelspec": {
-      "display_name": "Python 3",
-      "language": "python",
-      "name": "python3"
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -502,7 +502,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.8"
+   "version": "3.10.8"
   }
  },
  "nbformat": 4,

docs/source/technical_tutorials/access/accessing_data.ipynb

@@ -41,7 +41,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "For this example, the `site_name` additional attribute is used to search for granules that have been tagged as part of the *Mondah Forest Gabon* research site. For more information about searching for granules in MAAP, please see https://maap-project.readthedocs.io/en/latest/search/granules.html."
+    "For this example, the `site_name` additional attribute is used to search for granules that have been tagged as part of the *Mondah Forest Gabon* research site. For more information about searching for granules in MAAP, please see https://docs.maap-project.org/en/latest/technical_tutorials/search/granules.html."
    ]
   },
   {
@@ -226,7 +226,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.8"
+   "version": "3.10.8"
   }
  },
  "nbformat": 4,

docs/source/technical_tutorials/access/accessing_external_data.ipynb

@@ -13,13 +13,13 @@
    "id": "857d06d6",
    "metadata": {},
    "source": [
-    "It is possible to download data provided by [DAACs](https://www.earthdata.nasa.gov/eosdis/daacs), including data which is not cataloged by the MAAP's CMR, using the [NASA MAAP ADE](https://ade.ops.maap-project.org/). This data is hosted externally from the MAAP but can be accessed using the NASA MAAP ADE's authentication systems.\n",
+    "It is possible to download data provided by [DAACs](https://www.earthdata.nasa.gov/eosdis/daacs), including data which is not cataloged by the MAAP's CMR, using the [NASA MAAP ADE](https://ade.maap-project.org/). This data is hosted externally from the MAAP but can be accessed using the NASA MAAP ADE's authentication systems.\n",
     "\n",
     "In order to do this, we start by creating a Jupyter workspace within the NASA MAAP ADE. Using the left-hand navigation, select \"+ Get Started\" and then select the \"Jupyter - MAAP Basic Stable\" workspace.\n",
     "\n",
     "![Create Jupyter Workspace](../../_static/create_jupyter_workspace.png)\n",
     "\n",
-    "Alternatively, you can create a workspace using the \"Workspaces\" interface. See [Create Workspace](https://docs.maap-project.org/en/latest/platform_technical_documentation/create_workspace.html) for more information."
+    "Alternatively, you can create a workspace using the \"Workspaces\" interface. See [Create Workspace](https://docs.maap-project.org/en/latest/system_reference_guide/create_workspace.html) for more information."
    ]
   },
   {
@@ -60,7 +60,6 @@
    ]
   },
   {
-   "attachments": {},
    "cell_type": "markdown",
    "id": "1c508114",
    "metadata": {},
@@ -107,7 +106,7 @@
    "id": "ef0390b0",
    "metadata": {},
    "source": [
-    "Search for a granule using the `searchGranule` function (for more information on searching for granules, see [Searching for Granules in MAAP](https://docs.maap-project.org/en/latest/search/granules.html)). Then utilize the `getData` function, which downloads granule data if it doesn't already exist locally. We can use `getData` to download the first result from our granule search into the file system and assign it to a variable (in this case `download`). Note that you will need to authorize the 'Alaska Satellite Facility Data Access' application before downloading any results from our search (see the above section for more information concerning authorizing applications)."
+    "Search for a granule using the `searchGranule` function (for more information on searching for granules, see [Searching for Granules in MAAP](https://docs.maap-project.org/en/latest/technical_tutorials/search/granules.html)). Then utilize the `getData` function, which downloads granule data if it doesn't already exist locally. We can use `getData` to download the first result from our granule search into the file system and assign it to a variable (in this case `download`). Note that you will need to authorize the 'Alaska Satellite Facility Data Access' application before downloading any results from our search (see the above section for more information concerning authorizing applications)."
    ]
   },
   {
@@ -219,7 +218,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.8"
+   "version": "3.10.8"
   }
  },
  "nbformat": 4,

docs/source/technical_tutorials/query/query_data_python.ipynb

@@ -185,7 +185,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "In the previous example, we displayed the project name for a result from our query, but let's say we wished to see all of the fields and their associated values for a result. In this example, we make another query, this time only specifying the bounding box. The print statement displays the variables for a single observation. A list of the variables and their units and descriptions can be found [here](https://maap-project.readthedocs.io/en/latest/query/gedi_calval_data_doc.html)."
+    "In the previous example, we displayed the project name for a result from our query, but let's say we wished to see all of the fields and their associated values for a result. In this example, we make another query, this time only specifying the bounding box. The print statement displays the variables for a single observation. A list of the variables and their units and descriptions can be found [here](https://docs.maap-project.org/en/latest/technical_tutorials/query/gedi_calval_data_doc.html)."
    ]
   },
   {
@@ -764,7 +764,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -778,7 +778,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.10"
+   "version": "3.10.8"
   }
  },
  "nbformat": 4,