Merge develop

.github/CODEOWNERS

@@ -2,4 +2,4 @@
 # for any pull requests in this repository.
 
 # Default reviewers for the entire repository
-*       @robbibt @BexDunn @erialC-P @uchchwhash @Matt-dea @Kooie-cate @geoscience-aman @JM-GA @treefern @margaretharrison @vnewey @Ariana-B @amanda2099 @supermarkion @erin-telfer
+*       @robbibt @BexDunn @erialC-P @uchchwhash @Kooie-cate @geoscience-aman @JM-GA @margaretharrison @vnewey @Ariana-B @amanda2099 @supermarkion @erin-telfer

Beginners_guide/01_Jupyter_notebooks.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# Introduction to Jupyter notebooks <img align=\"right\" src=\"../Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility**: Notebook currently compatible with both the `NCI` and `DEA Sandbox` environments\n",
     "* **Prerequisites**: \n",
     "    * There is no prerequisite learning required, as this document is designed for a novice user of the Jupyter environment"
@@ -251,7 +251,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** March 2021"
+    "**Last modified:** December 2023"
    ]
   },
   {

Beginners_guide/02_DEA.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# Introduction to Digital Earth Australia <img align=\"right\" src=\"../Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility**: Notebook currently compatible with both the `NCI` and `DEA Sandbox` environments\n",
     "* **Prerequisites**:  Users of this notebook should have a basic understanding of:\n",
     "    * How to run a [Jupyter notebook](01_Jupyter_notebooks.ipynb)"
@@ -247,7 +247,7 @@
     "\n",
     "By default, the spatial extent of the DEA data holdings is approximately the Australian coastal shelf. \n",
     "The actual extent varies based on the sensor and product. \n",
-    "The current extents of each DEA product can be viewed using the interactive [DEA Datacube Explorer](http://explorer.sandbox.dea.ga.gov.au/ga_ls8c_ard_3)."
+    "The current extents of each DEA product can be viewed using the interactive [DEA Datacube Explorer](https://explorer.dea.ga.gov.au)."
    ]
   },
   {
@@ -318,7 +318,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** October 2020"
+    "**Last modified:** December 2023"
    ]
   },
   {

Beginners_guide/03_Products_and_measurements.ipynb

@@ -6,10 +6,10 @@
    "source": [
     "# Introduction to products and measurements <img align=\"right\" src=\"../Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility:** Notebook currently compatible with both the `NCI` and `DEA Sandbox` environments\n",
     "* **Products used:** \n",
-    "[ga_ls5t_ard_3](https://explorer.sandbox.dea.ga.gov.au/ga_ls5t_ard_3)\n",
+    "[ga_ls5t_ard_3](https://explorer.dea.ga.gov.au/products/ga_ls5t_ard_3)\n",
     "* **Prerequisites:** Users of this notebook should have a basic understanding of:\n",
     "    * How to run a [Jupyter notebook](01_Jupyter_notebooks.ipynb)\n",
     "    * The basic structure of the DEA [satellite datasets](02_DEA.ipynb)"
@@ -1631,8 +1631,8 @@
     "\n",
     "There is a different Datacube Explorer page for both the NCI and DEA Sandbox environments to account for the different datasets that are available in each of these datacubes:\n",
     "\n",
-    "* [NCI DEA Datacube Explorer](http://explorer.dea.ga.gov.au)\n",
-    "* [DEA Sandbox Datacube Explorer](http://explorer.sandbox.dea.ga.gov.au)\n",
+    "* [NCI DEA Datacube Explorer](https://explorer.nci.dea.ga.gov.au)\n",
+    "* [DEA Sandbox Datacube Explorer](http://explorer.dea.ga.gov.au)\n",
     "\n",
     "![DEA Explorer](../Supplementary_data/03_Products_and_measurements/DEAExplorer.JPG)"
    ]
@@ -1674,7 +1674,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** May 2022\n",
+    "**Last modified:** December 2023\n",
     "\n",
     "**Compatible datacube version:** "
    ]

Beginners_guide/04_Loading_data.ipynb

@@ -6,11 +6,11 @@
    "source": [
     "# Introduction to loading data <img align=\"right\" src=\"../Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility:** Notebook currently compatible with both the `NCI` and `DEA Sandbox` environments\n",
     "* **Products used:** \n",
-    "[ga_ls7e_nbart_gm_cyear_3](https://explorer.sandbox.dea.ga.gov.au/ga_ls7e_nbart_gm_cyear_3),\n",
-    "[ga_ls8c_nbart_gm_cyear_3](https://explorer.sandbox.dea.ga.gov.au/ga_ls8c_nbart_gm_cyear_3)\n",
+    "[ga_ls7e_nbart_gm_cyear_3](https://explorer.dea.ga.gov.au/ga_ls7e_nbart_gm_cyear_3),\n",
+    "[ga_ls8c_nbart_gm_cyear_3](https://explorer.dea.ga.gov.au/ga_ls8c_nbart_gm_cyear_3)\n",
     "* **Prerequisites:** Users of this notebook should have a basic understanding of:\n",
     "    * How to run a [Jupyter notebook](01_Jupyter_notebooks.ipynb)\n",
     "    * The basic structure of the DEA [satellite datasets](02_DEA.ipynb)\n",
@@ -114,7 +114,7 @@
     "* `y`: The spatial region in the *y* dimension. The dimensions ``longitude``/``latitude`` and ``x``/``y`` can be used interchangeably.\n",
     "* `time`: The temporal extent. The time dimension can be specified using a tuple of datetime objects or strings in the \"YYYY\", \"YYYY-MM\" or \"YYYY-MM-DD\" format. \n",
     "\n",
-    "For example, to load 2015 data from the [Landsat 8 NBAR-T annual geomedian product](https://explorer.sandbox.dea.ga.gov.au/ga_ls8c_nbart_gm_cyear_3) for Moreton Bay in southern Queensland, use the following parameters:\n",
+    "For example, to load 2015 data from the [Landsat 8 NBAR-T annual geomedian product](https://explorer.dea.ga.gov.au/ga_ls8c_nbart_gm_cyear_3) for Moreton Bay in southern Queensland, use the following parameters:\n",
     "\n",
     "* `product`: `ga_ls8c_nbart_gm_cyear_3`\n",
     "* `x`: `(153.3, 153.4)`\n",
@@ -6615,7 +6615,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** May 2023\n",
+    "**Last modified:** December 2023\n",
     "\n",
     "**Compatible datacube version:** "
    ]

DEA_products/DEA_Coastlines.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# Introduction to DEA Coastlines <img align=\"right\" src=\"https://github.com/GeoscienceAustralia/dea-notebooks/raw/develop/Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility:** Notebook currently compatible with both the `NCI` and `DEA Sandbox` environments\n",
     "* **Products used:** [DEA Coastlines](https://cmi.ga.gov.au/data-products/dea/581/dea-coastlines)\n",
     "\n",
@@ -1203,7 +1203,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** April 2023"
+    "**Last modified:** December 2023"
    ]
   },
   {

DEA_products/DEA_Land_Cover.ipynb

@@ -8,9 +8,9 @@
    "source": [
     "# Introduction to DEA Land Cover <img align=\"right\" src=\"../Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility:** Notebook currently compatible with the `DEA Sandbox` environment\n",
-    "* **Products used:** [ga_ls_landcover_class_cyear_2](https://explorer.sandbox.dea.ga.gov.au/ga_ls_landcover_class_cyear_2)"
+    "* **Products used:** [ga_ls_landcover_class_cyear_2](https://explorer.dea.ga.gov.au/ga_ls_landcover_class_cyear_2)"
    ]
   },
   {
@@ -1818,7 +1818,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** January 2023\n",
+    "**Last modified:** December 2023\n",
     "\n",
     "**Compatible datacube version:** "
    ]

DEA_products/DEA_Landsat_Surface_Reflectance.ipynb

@@ -6,9 +6,9 @@
    "source": [
     "# Introduction to DEA Surface Reflectance (Landsat, Collection 3) <img align=\"right\" src=\"https://github.com/GeoscienceAustralia/dea-notebooks/raw/develop/Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility:** Notebook currently compatible with both the `NCI` and `DEA Sandbox` environments\n",
-    "* **Products used:** [ga_ls8c_ard_3](https://explorer.sandbox.dea.ga.gov.au/ga_ls8c_ard_3)\n",
+    "* **Products used:** [ga_ls8c_ard_3](https://explorer.dea.ga.gov.au/ga_ls8c_ard_3)\n",
     "\n",
     "## Background\n",
     "The United States Geological Survey's (USGS) Landsat satellite program has been capturing images of the Australian continent for more than 30 years. These data are highly useful for land and coastal mapping studies.\n",
@@ -1610,7 +1610,7 @@
    "metadata": {},
    "source": [
     "We can now pass this CRS to `dc.load()`'s `output_crs` parameter to load Landsat data in its native spatial grid.\n",
-    "The native resolution of all DEA Landsat Surface Reflectance data (with the exception of Landsat 8's panchromatic band; see the [Pansharpening notebook](../How_to_guides/Pan_sharpening_Brovey.ipynb)) is 30 m, so we can supply this to `resolution` directly without having to obtain it from the data."
+    "The native resolution of all DEA Landsat Surface Reflectance data (with the exception of Landsat 8's panchromatic band; see the [Pansharpening notebook](../How_to_guides/Pansharpening.ipynb)) is 30 m, so we can supply this to `resolution` directly without having to obtain it from the data."
    ]
   },
   {
@@ -1660,7 +1660,7 @@
     "> **Note:** If a study area extends across the boundary of two UTM zones, it is possible that a single datacube query will return data with multiple CRSs.\n",
     "In this scenario, although `mostcommon_crs` will return the native CRS that will involve the least overall reprojection or resampling, some data will unavoidably need to be reprojected and resampled away from its native CRS and resolution. \n",
     "If this is the case, `mostcommon_crs` will print a warning to inform you that multiple CRSs were encounted for the query. \n",
-    "To minimise the impacts of this reprojection, you can specify a `resampling` method that will only be used to transform the subset of satellite observations that do not match the CRS generated by `mostcommon_crs` (for more information about resampling, refer to the [dc.load documentation](https://datacube-core.readthedocs.io/en/latest/dev/api/generate/datacube.Datacube.load.html#datacube.Datacube.load)). \n"
+    "To minimise the impacts of this reprojection, you can specify a `resampling` method that will only be used to transform the subset of satellite observations that do not match the CRS generated by `mostcommon_crs` (for more information about resampling, refer to the [dc.load documentation](https://datacube-core.readthedocs.io/en/latest/api/indexed-data/generate/datacube.Datacube.load.html)). \n"
    ]
   },
   {
@@ -1834,7 +1834,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** September 2023\n",
+    "**Last modified:** December 2023\n",
     "\n",
     "**Compatible datacube version:** "
    ]

DEA_products/DEA_Mangroves.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# Introduction to DEA Mangroves <img align=\"right\" src=\"../Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility:** Notebook currently compatible with the `DEA Sandbox` environment\n",
     "* **Products used:** \n",
     "[ga_ls_mangrove_cover_cyear_3](https://explorer.dea.ga.gov.au/products/ga_ls_mangrove_cover_cyear_3)"
@@ -1403,7 +1403,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** September 2023\n",
+    "**Last modified:** December 2023\n",
     "\n",
     "**Compatible datacube version:** 1.8.13"
    ]

DEA_products/DEA_Water_Observations.ipynb

@@ -6,10 +6,10 @@
    "source": [
     "# Introduction to DEA Water Observations <img align=\"right\" src=\"../Supplementary_data/dea_logo.jpg\">\n",
     "\n",
-    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/sandbox.html) to run this notebook interactively from a browser\n",
+    "* [**Sign up to the DEA Sandbox**](https://docs.dea.ga.gov.au/setup/Sandbox/sandbox.html) to run this notebook interactively from a browser\n",
     "* **Compatibility:** Notebook currently compatible with both the `NCI` and `DEA Sandbox` environments\n",
     "* **Products used:** \n",
-    "[ga_ls_wo_3](https://explorer.sandbox.dea.ga.gov.au/ga_ls_wo_3)\n"
+    "[ga_ls_wo_3](https://explorer.dea.ga.gov.au/ga_ls_wo_3)\n"
    ]
   },
   {
@@ -1332,7 +1332,7 @@
     "**Contact:** If you need assistance, please post a question on the [Open Data Cube Slack channel](http://slack.opendatacube.org/) or on the [GIS Stack Exchange](https://gis.stackexchange.com/questions/ask?tags=open-data-cube) using the `open-data-cube` tag (you can view previously asked questions [here](https://gis.stackexchange.com/questions/tagged/open-data-cube)).\n",
     "If you would like to report an issue with this notebook, you can file one on [Github](https://github.com/GeoscienceAustralia/dea-notebooks).\n",
     "\n",
-    "**Last modified:** September 2023\n",
+    "**Last modified:** December 2023\n",
     "\n",
     "**Compatible datacube version:** "
    ]