From 12d4f6e26415b7bf5e4871f51d60cf2d90b35d73 Mon Sep 17 00:00:00 2001
From: jmckenna <jmckenna@users.noreply.github.com>
Date: Thu, 7 Nov 2024 20:57:28 +0000
Subject: [PATCH] deploy: 50de5901a3d0de9f655a994b85c1e653e75109a4

---
 _sources/foundation/foundation.ipynb         |  8 ++--
 _sources/indexing/prov/index.ipynb           | 12 +++---
 _sources/thematics/dataset/index.ipynb       | 11 ++---
 _sources/thematics/dataset/index.md          |  3 +-
 _sources/thematics/docs/index.ipynb          | 32 +++++++-------
 _sources/thematics/docs/maps.ipynb           | 20 ++++-----
 _sources/thematics/expinst/index.ipynb       | 44 ++++++++++----------
 _sources/thematics/identifier/id.ipynb       | 36 ++++++++--------
 _sources/thematics/languages/languages.ipynb |  8 ++--
 _sources/thematics/license/index.ipynb       |  2 +-
 _sources/thematics/projects/index.ipynb      | 20 ++++-----
 _sources/thematics/sdg/index.ipynb           | 32 +++++++-------
 _sources/thematics/services/index.ipynb      |  8 ++--
 _sources/thematics/spatial/index.ipynb       | 31 +++++++-------
 _sources/thematics/spatial/index.md          |  3 +-
 _sources/thematics/terms/list.ipynb          | 14 +++----
 _sources/thematics/training/index.ipynb      | 14 +++----
 _sources/thematics/variables/index.ipynb     | 38 ++++++++---------
 _sources/thematics/vessels/index.ipynb       | 20 ++++-----
 _sources/users/sparql.ipynb                  |  2 +-
 thematics/dataset/index.html                 |  3 +-
 thematics/spatial/index.html                 |  3 +-
 22 files changed, 185 insertions(+), 179 deletions(-)

diff --git a/_sources/foundation/foundation.ipynb b/_sources/foundation/foundation.ipynb
index 46e1f8ff..fe00ece8 100644
--- a/_sources/foundation/foundation.ipynb
+++ b/_sources/foundation/foundation.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "1bfa786b",
+   "id": "d92bc7dd",
    "metadata": {},
    "source": [
     "# JSON-LD Foundation\n",
@@ -42,7 +42,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "4d56b037",
+   "id": "96dcde82",
    "metadata": {
     "tags": [
      "hide-input"
@@ -125,7 +125,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7fd758ec0a90>"
+       "<graphviz.graphs.Digraph at 0x7fa2bc88cb50>"
       ]
      },
      "execution_count": 1,
@@ -155,7 +155,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "409257cd",
+   "id": "21b0a29e",
    "metadata": {},
    "source": [
     "```{note}\n",
diff --git a/_sources/indexing/prov/index.ipynb b/_sources/indexing/prov/index.ipynb
index 599feaa0..4c36e10e 100644
--- a/_sources/indexing/prov/index.ipynb
+++ b/_sources/indexing/prov/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "1ecc6696",
+   "id": "eae336b4",
    "metadata": {},
    "source": [
     "# Prov\n",
@@ -36,7 +36,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "660e1421",
+   "id": "a9c1054e",
    "metadata": {
     "tags": [
      "hide-input"
@@ -123,7 +123,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "72a88a93",
+   "id": "deb8e1b3",
    "metadata": {},
    "source": [
     "## Nano Prov\n",
@@ -140,7 +140,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "4ff907ae",
+   "id": "00609fd0",
    "metadata": {
     "tags": [
      "hide-input"
@@ -223,7 +223,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7fe3c8527f70>"
+       "<graphviz.graphs.Digraph at 0x7f245836bee0>"
       ]
      },
      "execution_count": 2,
@@ -254,7 +254,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bd4f0e3e",
+   "id": "d4336575",
    "metadata": {},
    "source": [
     "## Refs\n",
diff --git a/_sources/thematics/dataset/index.ipynb b/_sources/thematics/dataset/index.ipynb
index a8e1e12d..5139485f 100644
--- a/_sources/thematics/dataset/index.ipynb
+++ b/_sources/thematics/dataset/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d3e914f2",
+   "id": "b0effad8",
    "metadata": {},
    "source": [
     "# Datasets\n",
@@ -42,7 +42,8 @@
     "you are defining your spatialCoverage, in the GeoShape polygon or box parameters.\n",
     "```\n",
     "\n",
-    "Using a bounding box is recommended, as it is easy to query downstream, such as:\n",
+    "Using a bounding box for your spatialCoverage is recommended, as it is easy to query \n",
+    "downstream, such as:\n",
     "\n",
     "```{literalinclude} ../../../odis-in/dataGraphs/thematics/dataset/graphs/datasetTemplate-Box.json\n",
     ":linenos:\n",
@@ -59,7 +60,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "8a731555",
+   "id": "2906351b",
    "metadata": {
     "tags": [
      "hide-input"
@@ -188,7 +189,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f6dac4b6380>"
+       "<graphviz.graphs.Digraph at 0x7f8c5016b280>"
       ]
      },
      "execution_count": 1,
@@ -269,7 +270,7 @@
   },
   "source_map": [
    13,
-   66
+   67
   ]
  },
  "nbformat": 4,
diff --git a/_sources/thematics/dataset/index.md b/_sources/thematics/dataset/index.md
index f42a629d..af04dd21 100644
--- a/_sources/thematics/dataset/index.md
+++ b/_sources/thematics/dataset/index.md
@@ -49,7 +49,8 @@ schema.org expects a lat long (Y X) coordinate order, so be aware of that when
 you are defining your spatialCoverage, in the GeoShape polygon or box parameters.
 ```
 
-Using a bounding box is recommended, as it is easy to query downstream, such as:
+Using a bounding box for your spatialCoverage is recommended, as it is easy to query 
+downstream, such as:
 
 ```{literalinclude} ../../../odis-in/dataGraphs/thematics/dataset/graphs/datasetTemplate-Box.json
 :linenos:
diff --git a/_sources/thematics/docs/index.ipynb b/_sources/thematics/docs/index.ipynb
index afd31133..80f38b35 100644
--- a/_sources/thematics/docs/index.ipynb
+++ b/_sources/thematics/docs/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "0c1dff90",
+   "id": "eaaac4e0",
    "metadata": {},
    "source": [
     "# Documents\n",
@@ -34,7 +34,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "26f3edd7",
+   "id": "da215340",
    "metadata": {
     "tags": [
      "hide-input"
@@ -497,7 +497,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f3da44540d0>"
+       "<graphviz.graphs.Digraph at 0x7f44407b8400>"
       ]
      },
      "execution_count": 1,
@@ -527,7 +527,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5f482a4f",
+   "id": "95ce7979",
    "metadata": {},
    "source": [
     "### Details: Indentifier\n",
@@ -540,7 +540,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "ca4dd399",
+   "id": "007e63a6",
    "metadata": {
     "tags": [
      "hide-input"
@@ -669,7 +669,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f3d94723dc0>"
+       "<graphviz.graphs.Digraph at 0x7f443899b7c0>"
       ]
      },
      "execution_count": 2,
@@ -714,7 +714,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "bc271bf7",
+   "id": "fc24b9fb",
    "metadata": {},
    "source": [
     "### Publisher and provider\n",
@@ -727,7 +727,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "679ab8a5",
+   "id": "5cae4198",
    "metadata": {
     "tags": [
      "hide-input"
@@ -908,7 +908,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f3da4455240>"
+       "<graphviz.graphs.Digraph at 0x7f44407b80a0>"
       ]
      },
      "execution_count": 3,
@@ -955,7 +955,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2bf4ce8e",
+   "id": "f0951a25",
    "metadata": {},
    "source": [
     "### Author type Person\n",
@@ -967,7 +967,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "853f80b1",
+   "id": "6068823f",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1110,7 +1110,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f3da4454dc0>"
+       "<graphviz.graphs.Digraph at 0x7f44407b84f0>"
       ]
      },
      "execution_count": 4,
@@ -1156,7 +1156,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7302d44b",
+   "id": "d45ac9d9",
    "metadata": {},
    "source": [
     "### License"
@@ -1165,7 +1165,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "a20e8571",
+   "id": "01b5f9a1",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1236,7 +1236,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f3d94723f10>"
+       "<graphviz.graphs.Digraph at 0x7f44407b96f0>"
       ]
      },
      "execution_count": 5,
@@ -1282,7 +1282,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "8988926e",
+   "id": "e5903b0c",
    "metadata": {},
    "source": [
     "#### License as URL  \n",
diff --git a/_sources/thematics/docs/maps.ipynb b/_sources/thematics/docs/maps.ipynb
index 08609ded..02915921 100644
--- a/_sources/thematics/docs/maps.ipynb
+++ b/_sources/thematics/docs/maps.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "89d5f4d9",
+   "id": "3ca5efb7",
    "metadata": {},
    "source": [
     "# Spatial Maps\n",
@@ -48,7 +48,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "941ff1df",
+   "id": "b17cd1ab",
    "metadata": {
     "tags": [
      "hide-input"
@@ -320,7 +320,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f16a05dd1b0>"
+       "<graphviz.graphs.Digraph at 0x7f61dc8a9840>"
       ]
      },
      "execution_count": 1,
@@ -351,7 +351,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ce4cde72",
+   "id": "9a873dac",
    "metadata": {},
    "source": [
     "### Details: Identifier\n",
@@ -364,7 +364,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "379a1e48",
+   "id": "9ef6bdb0",
    "metadata": {
     "tags": [
      "hide-input"
@@ -493,7 +493,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f16a05dd0f0>"
+       "<graphviz.graphs.Digraph at 0x7f61dc8d49a0>"
       ]
      },
      "execution_count": 2,
@@ -540,7 +540,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f92ae83d",
+   "id": "6a34f100",
    "metadata": {},
    "source": [
     "### Keywords\n",
@@ -551,7 +551,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "57c0a0b9",
+   "id": "e1ba6096",
    "metadata": {
     "tags": [
      "hide-input"
@@ -748,7 +748,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f16a05decb0>"
+       "<graphviz.graphs.Digraph at 0x7f61dc197790>"
       ]
      },
      "execution_count": 3,
@@ -795,7 +795,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "36468533",
+   "id": "62a32ea5",
    "metadata": {},
    "source": [
     "### References\n",
diff --git a/_sources/thematics/expinst/index.ipynb b/_sources/thematics/expinst/index.ipynb
index ebc5b149..a79de2d3 100644
--- a/_sources/thematics/expinst/index.ipynb
+++ b/_sources/thematics/expinst/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "df649299",
+   "id": "4573215c",
    "metadata": {},
    "source": [
     "# Experts and Institutions\n",
@@ -41,7 +41,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "5d95377f",
+   "id": "24890e56",
    "metadata": {
     "tags": [
      "hide-input"
@@ -477,7 +477,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7efc84cf8040>"
+       "<graphviz.graphs.Digraph at 0x7fa46cba8100>"
       ]
      },
      "execution_count": 1,
@@ -508,7 +508,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "afd7a0be",
+   "id": "36836e45",
    "metadata": {},
    "source": [
     "### Details: Identifier\n",
@@ -521,7 +521,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "1f1634cf",
+   "id": "9bcc948d",
    "metadata": {
     "tags": [
      "hide-input"
@@ -650,7 +650,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7efc84cf84f0>"
+       "<graphviz.graphs.Digraph at 0x7fa46cba81c0>"
       ]
      },
      "execution_count": 2,
@@ -696,7 +696,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "388394f3",
+   "id": "628dd195",
    "metadata": {},
    "source": [
     "### Details: nationality\n",
@@ -710,7 +710,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "dcf3c04e",
+   "id": "e6659823",
    "metadata": {
     "tags": [
      "hide-input"
@@ -891,7 +891,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7efc84cfa8c0>"
+       "<graphviz.graphs.Digraph at 0x7fa46cbaa1a0>"
       ]
      },
      "execution_count": 3,
@@ -937,7 +937,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "69d2059f",
+   "id": "71c5be8f",
    "metadata": {},
    "source": [
     "```{note}\n",
@@ -961,7 +961,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "fb4b526a",
+   "id": "ec7c18e4",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1075,7 +1075,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7efc84cf9120>"
+       "<graphviz.graphs.Digraph at 0x7fa46cba8dc0>"
       ]
      },
      "execution_count": 4,
@@ -1121,7 +1121,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7c0d8c58",
+   "id": "594a4657",
    "metadata": {},
    "source": [
     "### Details: Knows About\n",
@@ -1134,7 +1134,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "dea30bfc",
+   "id": "cdaf5b7e",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1279,7 +1279,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7efc84cf9240>"
+       "<graphviz.graphs.Digraph at 0x7fa46c1735e0>"
       ]
      },
      "execution_count": 5,
@@ -1325,7 +1325,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "59e03ee7",
+   "id": "86ead62e",
    "metadata": {},
    "source": [
     "## Example: Institution Graph\n",
@@ -1363,7 +1363,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "90c81d4e",
+   "id": "cdf37149",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1720,7 +1720,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7efc8407b7f0>"
+       "<graphviz.graphs.Digraph at 0x7fa46c173790>"
       ]
      },
      "execution_count": 6,
@@ -1751,7 +1751,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "50491c87",
+   "id": "0640f442",
    "metadata": {},
    "source": [
     "### Details: Indentifier\n",
@@ -1764,7 +1764,7 @@
   {
    "cell_type": "code",
    "execution_count": 7,
-   "id": "1f05963b",
+   "id": "ba4f013f",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1893,7 +1893,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7efc840c6350>"
+       "<graphviz.graphs.Digraph at 0x7fa46c1bfbe0>"
       ]
      },
      "execution_count": 7,
@@ -1940,7 +1940,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e7998090",
+   "id": "6be04dfe",
    "metadata": {},
    "source": [
     "## References\n",
diff --git a/_sources/thematics/identifier/id.ipynb b/_sources/thematics/identifier/id.ipynb
index a65bbeb5..7ab5585b 100644
--- a/_sources/thematics/identifier/id.ipynb
+++ b/_sources/thematics/identifier/id.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "4d4357e8",
+   "id": "75cd9283",
    "metadata": {},
    "source": [
     "# Source and Prov Approaches\n",
@@ -48,7 +48,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "47c74ad3",
+   "id": "a3df563e",
    "metadata": {
     "tags": [
      "hide-input"
@@ -334,7 +334,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f36ecc9d900>"
+       "<graphviz.graphs.Digraph at 0x7f0224963a00>"
       ]
      },
      "execution_count": 1,
@@ -365,7 +365,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "00644a3c",
+   "id": "36d6e709",
    "metadata": {},
    "source": [
     "### identifier\n",
@@ -391,7 +391,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "34d95afc",
+   "id": "85fddc71",
    "metadata": {
     "tags": [
      "hide-input"
@@ -520,7 +520,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f36ecc9d1e0>"
+       "<graphviz.graphs.Digraph at 0x7f0224961060>"
       ]
      },
      "execution_count": 2,
@@ -567,7 +567,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c9eae625",
+   "id": "68ad6fca",
    "metadata": {},
    "source": [
     "#### propertyID\n",
@@ -620,7 +620,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "7efab24b",
+   "id": "d7de5c10",
    "metadata": {
     "tags": [
      "hide-input"
@@ -763,7 +763,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f36eccc94b0>"
+       "<graphviz.graphs.Digraph at 0x7f02249905b0>"
       ]
      },
      "execution_count": 3,
@@ -810,7 +810,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a0eb1753",
+   "id": "7ffa19fd",
    "metadata": {},
    "source": [
     "### publisher\n",
@@ -837,7 +837,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "2d7c009c",
+   "id": "d03cab4c",
    "metadata": {
     "tags": [
      "hide-input"
@@ -980,7 +980,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f36ecc9ecb0>"
+       "<graphviz.graphs.Digraph at 0x7f0214d179a0>"
       ]
      },
      "execution_count": 4,
@@ -1027,7 +1027,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f008c247",
+   "id": "42422ab4",
    "metadata": {},
    "source": [
     "### sameAs\n",
@@ -1060,7 +1060,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "73533b7f",
+   "id": "f4058178",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1131,7 +1131,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f36e4fa3880>"
+       "<graphviz.graphs.Digraph at 0x7f02249909d0>"
       ]
      },
      "execution_count": 5,
@@ -1178,7 +1178,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2ff76aec",
+   "id": "bcd928ca",
    "metadata": {},
    "source": [
     "### isBasedOn\n",
@@ -1250,7 +1250,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "b2ee9c2a",
+   "id": "6e322e15",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1373,7 +1373,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f36ecc9eaa0>"
+       "<graphviz.graphs.Digraph at 0x7f0214d17d90>"
       ]
      },
      "execution_count": 6,
diff --git a/_sources/thematics/languages/languages.ipynb b/_sources/thematics/languages/languages.ipynb
index d5e21a24..4eff4927 100644
--- a/_sources/thematics/languages/languages.ipynb
+++ b/_sources/thematics/languages/languages.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "c26cb8ee",
+   "id": "95b18376",
    "metadata": {},
    "source": [
     "# Languages\n",
@@ -46,7 +46,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "13027e51",
+   "id": "8f1856c7",
    "metadata": {
     "tags": [
      "hide-input"
@@ -116,7 +116,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7fd9789f8310>"
+       "<graphviz.graphs.Digraph at 0x7f4978d77fd0>"
       ]
      },
      "execution_count": 1,
@@ -148,7 +148,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "4a6c3e12",
+   "id": "ac6572f0",
    "metadata": {},
    "source": [
     "In graph space the resulting triples from the above are:\n",
diff --git a/_sources/thematics/license/index.ipynb b/_sources/thematics/license/index.ipynb
index b81266b6..f076418f 100644
--- a/_sources/thematics/license/index.ipynb
+++ b/_sources/thematics/license/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "1b56d1ed",
+   "id": "19be0965",
    "metadata": {},
    "source": [
     "# Licenses\n",
diff --git a/_sources/thematics/projects/index.ipynb b/_sources/thematics/projects/index.ipynb
index f37510bb..38e62265 100644
--- a/_sources/thematics/projects/index.ipynb
+++ b/_sources/thematics/projects/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "194318c6",
+   "id": "6f32e949",
    "metadata": {},
    "source": [
     "# Projects\n",
@@ -26,7 +26,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "a11b282a",
+   "id": "6a96ffb0",
    "metadata": {
     "tags": [
      "hide-input"
@@ -210,7 +210,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7fbc4c9eba00>"
+       "<graphviz.graphs.Digraph at 0x7fc428d10310>"
       ]
      },
      "execution_count": 1,
@@ -262,7 +262,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fb2b2fdc",
+   "id": "00619f4b",
    "metadata": {},
    "source": [
     "### Details: Identifier\n",
@@ -275,7 +275,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "de03f98d",
+   "id": "f1fc829f",
    "metadata": {
     "tags": [
      "hide-input"
@@ -403,7 +403,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7fbc4c9eb100>"
+       "<graphviz.graphs.Digraph at 0x7fc428d12fe0>"
       ]
      },
      "execution_count": 2,
@@ -450,7 +450,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e2ca368d",
+   "id": "9d55f1d5",
    "metadata": {},
    "source": [
     "## Full Research Project\n",
@@ -469,7 +469,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "33f7dd04",
+   "id": "16f567d4",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1349,7 +1349,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7fbc4c9eb730>"
+       "<graphviz.graphs.Digraph at 0x7fc428ce77f0>"
       ]
      },
      "execution_count": 3,
@@ -1380,7 +1380,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "be5b7870",
+   "id": "7f7dcdcb",
    "metadata": {},
    "source": [
     "### References\n",
diff --git a/_sources/thematics/sdg/index.ipynb b/_sources/thematics/sdg/index.ipynb
index 1e4f75f7..fb3b0411 100644
--- a/_sources/thematics/sdg/index.ipynb
+++ b/_sources/thematics/sdg/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "f9097092",
+   "id": "bf40f5f9",
    "metadata": {},
    "source": [
     "# Linking to documents and resources\n",
@@ -48,7 +48,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "adbf2037",
+   "id": "786c047a",
    "metadata": {
     "tags": [
      "hide-input"
@@ -497,7 +497,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f659867d0f0>"
+       "<graphviz.graphs.Digraph at 0x7fc03c5fc040>"
       ]
      },
      "execution_count": 1,
@@ -529,7 +529,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "0fe861cc",
+   "id": "9129fbc6",
    "metadata": {},
    "source": [
     "### subjectOf\n",
@@ -567,7 +567,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "fb058b67",
+   "id": "a3599bc5",
    "metadata": {
     "tags": [
      "hide-input"
@@ -696,7 +696,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f659867dae0>"
+       "<graphviz.graphs.Digraph at 0x7fc03c5fc310>"
       ]
      },
      "execution_count": 2,
@@ -743,7 +743,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c7ccd970",
+   "id": "d5b57c68",
    "metadata": {},
    "source": [
     "### publishingPrinciples\n",
@@ -772,7 +772,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "a83aaaab",
+   "id": "a71b6b07",
    "metadata": {
     "tags": [
      "hide-input"
@@ -969,7 +969,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f6598251420>"
+       "<graphviz.graphs.Digraph at 0x7fc03c5fd9f0>"
       ]
      },
      "execution_count": 3,
@@ -1016,7 +1016,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3b66b120",
+   "id": "cec38e81",
    "metadata": {},
    "source": [
     "## Sustainable Development Goals\n",
@@ -1045,7 +1045,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "548d27c6",
+   "id": "4c22f7d4",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1265,7 +1265,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f65981ffd30>"
+       "<graphviz.graphs.Digraph at 0x7fc03c13fe50>"
       ]
      },
      "execution_count": 4,
@@ -1296,7 +1296,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b2638daa",
+   "id": "5e51ec6d",
    "metadata": {},
    "source": [
     "### citation\n",
@@ -1328,7 +1328,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "5a9746cd",
+   "id": "70adf9cd",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1451,7 +1451,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f65981ffe20>"
+       "<graphviz.graphs.Digraph at 0x7fc03c13f940>"
       ]
      },
      "execution_count": 5,
@@ -1498,7 +1498,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "a5ece433",
+   "id": "7a2b6e39",
    "metadata": {},
    "source": [
     "## Refs\n",
diff --git a/_sources/thematics/services/index.ipynb b/_sources/thematics/services/index.ipynb
index 3b1c4233..6f740296 100644
--- a/_sources/thematics/services/index.ipynb
+++ b/_sources/thematics/services/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "ccc89732",
+   "id": "24f92191",
    "metadata": {},
    "source": [
     "# Service\n",
@@ -38,7 +38,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "7f65e30d",
+   "id": "680aed90",
    "metadata": {
     "tags": [
      "hide-input"
@@ -407,7 +407,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f39486f41f0>"
+       "<graphviz.graphs.Digraph at 0x7f87b41f8340>"
       ]
      },
      "execution_count": 1,
@@ -438,7 +438,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f7e02cf9",
+   "id": "3f197465",
    "metadata": {},
    "source": [
     "## References\n",
diff --git a/_sources/thematics/spatial/index.ipynb b/_sources/thematics/spatial/index.ipynb
index 10489ee7..808fe01d 100644
--- a/_sources/thematics/spatial/index.ipynb
+++ b/_sources/thematics/spatial/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "3b641ff7",
+   "id": "5792d3b2",
    "metadata": {},
    "source": [
     "# Spatial Geometry\n",
@@ -43,7 +43,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "1fb9d7af",
+   "id": "62df4548",
    "metadata": {
     "tags": [
      "hide-input"
@@ -152,7 +152,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f34a83f5390>"
+       "<graphviz.graphs.Digraph at 0x7f6b20264400>"
       ]
      },
      "execution_count": 1,
@@ -183,7 +183,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2f1bea79",
+   "id": "6a80daf6",
    "metadata": {},
    "source": [
     "### WKT Bounding Box\n",
@@ -227,7 +227,8 @@
     ":emphasize-lines: 8-15\n",
     "```\n",
     "\n",
-    "Using a bounding box is recommended, as it is easy to query downstream, such as:\n",
+    "Using a bounding box for your spatialCoverage is recommended, as it is easy to query \n",
+    "downstream, such as:\n",
     "\n",
     "```{literalinclude} ../../../odis-in/dataGraphs/thematics/dataset/graphs/datasetTemplate-Box.json\n",
     ":linenos:\n",
@@ -239,7 +240,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "779fe146",
+   "id": "44a89f62",
    "metadata": {
     "tags": [
      "hide-input"
@@ -368,7 +369,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f34a83f52a0>"
+       "<graphviz.graphs.Digraph at 0x7f6b2012aad0>"
       ]
      },
      "execution_count": 2,
@@ -399,7 +400,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "019bafa8",
+   "id": "622d94d4",
    "metadata": {},
    "source": [
     "## Option review, SOS Issue 105\n",
@@ -434,7 +435,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "94a4149e",
+   "id": "8b8c8578",
    "metadata": {
     "tags": [
      "hide-input"
@@ -681,7 +682,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f34a83cbfd0>"
+       "<graphviz.graphs.Digraph at 0x7f6b184eb970>"
       ]
      },
      "execution_count": 3,
@@ -712,7 +713,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "caff2ec3",
+   "id": "4cfaa17c",
    "metadata": {},
    "source": [
     "## References\n",
@@ -767,10 +768,10 @@
    13,
    50,
    72,
-   123,
-   145,
-   177,
-   199
+   124,
+   146,
+   178,
+   200
   ]
  },
  "nbformat": 4,
diff --git a/_sources/thematics/spatial/index.md b/_sources/thematics/spatial/index.md
index 435f1d0a..41445661 100644
--- a/_sources/thematics/spatial/index.md
+++ b/_sources/thematics/spatial/index.md
@@ -112,7 +112,8 @@ Schema.org spatial relations are guided by [DE-9IM](https://en.wikipedia.org/wik
 :emphasize-lines: 8-15
 ```
 
-Using a bounding box is recommended, as it is easy to query downstream, such as:
+Using a bounding box for your spatialCoverage is recommended, as it is easy to query 
+downstream, such as:
 
 ```{literalinclude} ../../../odis-in/dataGraphs/thematics/dataset/graphs/datasetTemplate-Box.json
 :linenos:
diff --git a/_sources/thematics/terms/list.ipynb b/_sources/thematics/terms/list.ipynb
index 934bb44e..68898db4 100644
--- a/_sources/thematics/terms/list.ipynb
+++ b/_sources/thematics/terms/list.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "d3816721",
+   "id": "50023e67",
    "metadata": {},
    "source": [
     "# Keywords and Defined Terms\n",
@@ -52,7 +52,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "3de25c1d",
+   "id": "7f34d3f2",
    "metadata": {
     "tags": [
      "hide-input"
@@ -207,7 +207,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f5d148f5db0>"
+       "<graphviz.graphs.Digraph at 0x7f72b4511d80>"
       ]
      },
      "execution_count": 1,
@@ -252,7 +252,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "2de6fb41",
+   "id": "e91eccbe",
    "metadata": {},
    "source": [
     "### Text\n",
@@ -329,7 +329,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "e3fa9467",
+   "id": "3dce07b2",
    "metadata": {
     "tags": [
      "hide-input"
@@ -588,7 +588,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f5d148f6f50>"
+       "<graphviz.graphs.Digraph at 0x7f72b7911330>"
       ]
      },
      "execution_count": 2,
@@ -622,7 +622,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ebfd8e73",
+   "id": "17a5c9ba",
    "metadata": {},
    "source": [
     "## References\n",
diff --git a/_sources/thematics/training/index.ipynb b/_sources/thematics/training/index.ipynb
index af2fb062..2aec2eeb 100644
--- a/_sources/thematics/training/index.ipynb
+++ b/_sources/thematics/training/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "4ebb9951",
+   "id": "eef21d9a",
    "metadata": {},
    "source": [
     "# Training\n",
@@ -38,7 +38,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "3c50d45b",
+   "id": "80ece029",
    "metadata": {
     "tags": [
      "hide-input"
@@ -173,7 +173,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f2fc8dbd330>"
+       "<graphviz.graphs.Digraph at 0x7f38d08f0940>"
       ]
      },
      "execution_count": 1,
@@ -206,7 +206,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "fcb62013",
+   "id": "77e45ece",
    "metadata": {},
    "source": [
     "Here we can see the emphasized line 7 and lines 10-15 highlighting some\n",
@@ -255,7 +255,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "9f053096",
+   "id": "062cec15",
    "metadata": {
     "tags": [
      "hide-input"
@@ -613,7 +613,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f2fc8dbd210>"
+       "<graphviz.graphs.Digraph at 0x7f38d08f11b0>"
       ]
      },
      "execution_count": 2,
@@ -644,7 +644,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "9834f0d5",
+   "id": "4f39334b",
    "metadata": {},
    "source": [
     "Line 16 shows the [_teaches_](https://schema.org/teaches) property.  It \n",
diff --git a/_sources/thematics/variables/index.ipynb b/_sources/thematics/variables/index.ipynb
index 596adb31..edfa4ade 100644
--- a/_sources/thematics/variables/index.ipynb
+++ b/_sources/thematics/variables/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "a048fc8a",
+   "id": "81ad97d8",
    "metadata": {},
    "source": [
     "# Essential Ocean Variables\n",
@@ -86,7 +86,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "e50e245b",
+   "id": "8df35c14",
    "metadata": {
     "tags": [
      "hide-input"
@@ -313,7 +313,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f2648483e20>"
+       "<graphviz.graphs.Digraph at 0x7fc61cb40280>"
       ]
      },
      "execution_count": 1,
@@ -360,7 +360,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ea1b618f",
+   "id": "518c63d3",
    "metadata": {},
    "source": [
     "## measurementTechnique\n",
@@ -372,7 +372,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "74d77c59",
+   "id": "e15f24a2",
    "metadata": {
     "tags": [
      "hide-input"
@@ -453,7 +453,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f2650137250>"
+       "<graphviz.graphs.Digraph at 0x7fc61cb0fc70>"
       ]
      },
      "execution_count": 2,
@@ -499,7 +499,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b56f6e10",
+   "id": "287965f6",
    "metadata": {},
    "source": [
     "## publishingPrinciples\n",
@@ -518,7 +518,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "d8b65e4e",
+   "id": "c3be6c85",
    "metadata": {
     "tags": [
      "hide-input"
@@ -748,7 +748,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f2650135d50>"
+       "<graphviz.graphs.Digraph at 0x7fc61cb43c40>"
       ]
      },
      "execution_count": 3,
@@ -794,7 +794,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "ca69f860",
+   "id": "ac856ca0",
    "metadata": {},
    "source": [
     "## spatialCoverage\n",
@@ -806,7 +806,7 @@
   {
    "cell_type": "code",
    "execution_count": 4,
-   "id": "6ae63372",
+   "id": "475b9992",
    "metadata": {
     "tags": [
      "hide-input"
@@ -994,7 +994,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f26501018a0>"
+       "<graphviz.graphs.Digraph at 0x7fc61cb43460>"
       ]
      },
      "execution_count": 4,
@@ -1040,7 +1040,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "d3b455d4",
+   "id": "a678bf8d",
    "metadata": {},
    "source": [
     "## about\n",
@@ -1058,7 +1058,7 @@
   {
    "cell_type": "code",
    "execution_count": 5,
-   "id": "039e87c5",
+   "id": "e74ddb4c",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1354,7 +1354,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f2650134d60>"
+       "<graphviz.graphs.Digraph at 0x7fc61cb0fa30>"
       ]
      },
      "execution_count": 5,
@@ -1400,7 +1400,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c90cd84f",
+   "id": "00fd301c",
    "metadata": {},
    "source": [
     "## temporalCoverage\n",
@@ -1417,7 +1417,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "91a67be0",
+   "id": "1d32c09b",
    "metadata": {
     "tags": [
      "hide-input"
@@ -1488,7 +1488,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f2650137520>"
+       "<graphviz.graphs.Digraph at 0x7fc61cb413f0>"
       ]
      },
      "execution_count": 6,
@@ -1534,7 +1534,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "7b824227",
+   "id": "0d6507e3",
    "metadata": {},
    "source": [
     "### Science on Schema temporalCoverage\n",
diff --git a/_sources/thematics/vessels/index.ipynb b/_sources/thematics/vessels/index.ipynb
index bf10eb40..8faefa10 100644
--- a/_sources/thematics/vessels/index.ipynb
+++ b/_sources/thematics/vessels/index.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "98575b0a",
+   "id": "19999e42",
    "metadata": {},
    "source": [
     "# Vessels\n",
@@ -56,7 +56,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "d58554ee",
+   "id": "ebd6c18b",
    "metadata": {
     "tags": [
      "hide-input"
@@ -315,7 +315,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f129b010d30>"
+       "<graphviz.graphs.Digraph at 0x7fc513128cd0>"
       ]
      },
      "execution_count": 1,
@@ -351,7 +351,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "621b5fb6",
+   "id": "e16ba176",
    "metadata": {},
    "source": [
     "### Details: Indentifier\n",
@@ -364,7 +364,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "51a7b37e",
+   "id": "9a491365",
    "metadata": {
     "tags": [
      "hide-input"
@@ -493,7 +493,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f1290ca7730>"
+       "<graphviz.graphs.Digraph at 0x7fc508d9f6a0>"
       ]
      },
      "execution_count": 2,
@@ -540,7 +540,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "cb5df403",
+   "id": "0ceead35",
    "metadata": {},
    "source": [
     "### Details: subjectOf\n",
@@ -554,7 +554,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "41bd1bbf",
+   "id": "1c92615f",
    "metadata": {
     "tags": [
      "hide-input"
@@ -712,7 +712,7 @@
        "</svg>\n"
       ],
       "text/plain": [
-       "<graphviz.graphs.Digraph at 0x7f129006fe20>"
+       "<graphviz.graphs.Digraph at 0x7fc508d9f640>"
       ]
      },
      "execution_count": 3,
@@ -759,7 +759,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5960fbdb",
+   "id": "a7c87f83",
    "metadata": {},
    "source": [
     "## References\n",
diff --git a/_sources/users/sparql.ipynb b/_sources/users/sparql.ipynb
index 2890c7f2..b81957e5 100644
--- a/_sources/users/sparql.ipynb
+++ b/_sources/users/sparql.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "e1f72314",
+   "id": "ba1f79ee",
    "metadata": {},
    "source": [
     "# OIH SPARQL\n",
diff --git a/thematics/dataset/index.html b/thematics/dataset/index.html
index de191da8..92b49a96 100644
--- a/thematics/dataset/index.html
+++ b/thematics/dataset/index.html
@@ -628,7 +628,8 @@ <h2>Datasets<a class="headerlink" href="#id1" title="Link to this heading">#</a>
 <p><a class="reference external" href="http://schema.org">schema.org</a> expects a lat long (Y X) coordinate order, so be aware of that when
 you are defining your spatialCoverage, in the GeoShape polygon or box parameters.</p>
 </div>
-<p>Using a bounding box is recommended, as it is easy to query downstream, such as:</p>
+<p>Using a bounding box for your spatialCoverage is recommended, as it is easy to query
+downstream, such as:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="linenos"> 1</span>    <span class="s2">&quot;spatialCoverage&quot;</span><span class="p">:</span> <span class="p">{</span>
 <span class="linenos"> 2</span>        <span class="s2">&quot;@type&quot;</span><span class="p">:</span> <span class="s2">&quot;Place&quot;</span><span class="p">,</span>
 <span class="linenos"> 3</span>        <span class="s2">&quot;geo&quot;</span><span class="p">:</span> <span class="p">{</span>
diff --git a/thematics/spatial/index.html b/thematics/spatial/index.html
index 95c1ded4..5d2ce5d3 100644
--- a/thematics/spatial/index.html
+++ b/thematics/spatial/index.html
@@ -628,7 +628,8 @@ <h2>Classic <a class="reference external" href="http://Schema.org">Schema.org</a
 </span><span class="linenos">16</span><span class="p">}</span>
 </pre></div>
 </div>
-<p>Using a bounding box is recommended, as it is easy to query downstream, such as:</p>
+<p>Using a bounding box for your spatialCoverage is recommended, as it is easy to query
+downstream, such as:</p>
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="linenos"> 1</span>    <span class="s2">&quot;spatialCoverage&quot;</span><span class="p">:</span> <span class="p">{</span>
 <span class="linenos"> 2</span>        <span class="s2">&quot;@type&quot;</span><span class="p">:</span> <span class="s2">&quot;Place&quot;</span><span class="p">,</span>
 <span class="linenos"> 3</span>        <span class="s2">&quot;geo&quot;</span><span class="p">:</span> <span class="p">{</span>