From 08a940523590c7939f049683e557294eb53d977f Mon Sep 17 00:00:00 2001
From: Max Jones <14077947+maxrjones@users.noreply.github.com>
Date: Fri, 21 Nov 2025 17:04:22 -0500
Subject: [PATCH 01/16] Start to data in the cloud modules

---
 modules/04-data-in-the-cloud/index.ipynb    |  367 ++++++
 modules/04-data-in-the-cloud/pyproject.toml |   16 +
 modules/04-data-in-the-cloud/uv.lock        | 1166 +++++++++++++++++++
 3 files changed, 1549 insertions(+)
 create mode 100644 modules/04-data-in-the-cloud/index.ipynb
 create mode 100644 modules/04-data-in-the-cloud/pyproject.toml
 create mode 100644 modules/04-data-in-the-cloud/uv.lock

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
new file mode 100644
index 0000000..7b24546
--- /dev/null
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -0,0 +1,367 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "133818c0",
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "source": [
+    "# ☁️ 4 - Data in the Cloud 101\n",
+    "\n",
+    "## Introduction\n",
+    "\n",
+    "This notebook is for the workshop ([Open Source Geospatial Workflows in the Cloud](https://geojupyter.github.io/workshop-open-source-geospatial)) presented at the [AGU Fall Meeting 2025](https://agu.confex.com/agu/agu25/meetingapp.cgi/Session/252640).\n",
+    "\n",
+    "### Learning Objectives\n",
+    "\n",
+    "By the end of this workshop, you will be able to:\n",
+    "\n",
+    "- Explain the key benefits and pitfalls of working with data on the Cloud\n",
+    "- Open cloud hosted data in a performant way\n",
+    "- Scale your analyses using Dask or Cubed\n",
+    "- Find communities to learn more about cloud native science\n"
+   ]
+  },
+  {
+   "attachments": {
+    "image.png": {
+     "image/png": 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"
+    }
+   },
+   "cell_type": "markdown",
+   "id": "b5daaa29",
+   "metadata": {
+    "vscode": {
+     "languageId": "plaintext"
+    }
+   },
+   "source": [
+    "## What is the cloud?\n",
+    "\n",
+    "The cloud (as defined by [cloudfare](https://www.cloudflare.com/)) is a distributed collection of servers that host software and infrastructure, and it is accessed over the Internet. The map below (from [salesforce](https://trailhead.salesforce.com/content/learn/modules/aws-cloud-technical-professionals/explore-the-aws-global-infrastructure-technical-professionals)) shows [Amazon Web Service](https://aws.amazon.com/?nc2=h_home)'s global distribution of data centers, which contain the resources that make up the AWS cloud. The three largest cloud providers in the United States are [AWS]((https://aws.amazon.com/?nc2=h_home)), [Google Cloud Platform](https://cloud.google.com/), and [Microsoft Azure](https://azure.microsoft.com/en-us), but other cloud providers are larger elsewhere in the world and there are numerous smaller providers available.\n",
+    "\n",
+    "![image.png](attachment:image.png)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "065668ce",
+   "metadata": {},
+   "source": [
+    "## What makes data on the cloud different?\n",
+    "\n",
+    "Hosting data on the cloud differs from storing data locally (or on-premises) in a few important ways:\n",
+    "\n",
+    "- Redundancy - you can easily replicate your data across multiple servers, which may be distributed across the globe\n",
+    "- Reliability - Cloud providers offer services for reliability, such as automated backups and recovery\n",
+    "- Scalability - you can easily increase or decrease your data storage access, without needing to order or decommission servers or hard-drives\n",
+    "- Accessibility - anyone in the world, with proper authorization, can access data shared on the cloud in a rapid amount of time\n",
+    "\n",
+    "There are a couple implications that you should be aware of when working with data on the cloud:\n",
+    "\n",
+    "- Pay-as-you-go - Most cloud providers use pay-as-you-go pricing, where you only pay for the storage and services that you use. This can potentially reduce costs, especially upfront costs (e.g., you never need to buy a hard drive). However, it can be easy to forget about data in storage and continue to pay for it indefinitely.\n",
+    "- Time and cost of bringing data to your computer - Hosting the data on the cloud naturally means it's no longer already near your computer's processing resources. Transporting data from the cloud to your computer is expensive, since most cloud providers charge for any data leaving their network, and slow, since the data needs to travel large distances. The primary solution for this is \"data-proximate computing\" which involves running your code on computing resources in the same cloud location as your data. In with \"data-proximate computing\", there are many other ways to make working with data on the cloud cheaper and easier. Let's take a look!"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "70116f7a",
+   "metadata": {},
+   "source": [
+    "## What is cloud-native data?\n",
+    "\n",
+    "Cloud native data are structured for efficient querying across the network. You can learn more about these data in the [CNG data formats guide](https://guide.cloudnativegeo.org/), but here we'll just explore working with data that is, compared to data that isn't, optimized for cloud usage."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d923917a",
+   "metadata": {},
+   "source": [
+    "### Opening archival data with fsspec + netcdf4"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2f7ab0ae",
+   "metadata": {},
+   "source": [
+    "First import the necessary libraries"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "10e7d281",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import fsspec\n",
+    "import xarray as xr\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "162b6580",
+   "metadata": {},
+   "source": [
+    "List the files available following this pattern on AWS S3 storage"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "18773e83",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fs = fsspec.filesystem('s3', anon=True)\n",
+    "oisst_files = fs.glob('s3://noaa-cdr-sea-surface-temp-optimum-interpolation-pds/data/v2.1/avhrr/202408/oisst-avhrr-v02r01.*.nc')\n",
+    "oisst_files = sorted(['s3://'+f for f in oisst_files])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "e7ba92b7",
+   "metadata": {},
+   "source": [
+    "Open a file without any configuration and find the maximum value."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4ac7ad49",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%time\n",
+    "with fs.open(oisst_files[0]) as file:\n",
+    "    ds = xr.open_dataset(file, engine=\"h5netcdf\")\n",
+    "    print(ds['sst'].max())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1860bbaf",
+   "metadata": {},
+   "source": [
+    "This took a lot of time to open the file, without even reading any data values. Let's look how we can speed that up by configuring the caching strategy:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "77f4101e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%time\n",
+    "fsspec_caching = {\n",
+    "    \"cache_type\": \"blockcache\",  # block cache stores blocks of fixed size and uses eviction using a LRU strategy.\n",
+    "    \"block_size\": 8\n",
+    "    * 1024\n",
+    "    * 1024,  # size in bytes per block, adjust depends on the file size but the recommended size is in the MB\n",
+    "}\n",
+    "with fs.open(oisst_files[0]) as file:\n",
+    "    ds = xr.open_dataset(file, engine=\"h5netcdf\")\n",
+    "    print(ds['sst'].max())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "974ebf6e",
+   "metadata": {},
+   "source": [
+    "### Opening archival data with obstore + netcdf4"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0c19a70e",
+   "metadata": {},
+   "source": [
+    "Obstore is another library for interacting with cloud data. It's more verbose than fsspec because explicit usage patterns are core to its design patterns. You may want to use obstore if performance matters a lot to you, since it's very fast."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "79b9cae4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from obspec_utils import ObstoreReader, ObstoreMemCacheReader\n",
+    "from obstore.store import S3Store\n",
+    "import obstore as obs\n",
+    "from urllib.parse import urlparse\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b3fdbf0e",
+   "metadata": {},
+   "source": [
+    "List the files available following at this prefix on AWS S3 storage. Currently there's no globbing functionality but that will be added in the future to obspec_utils."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2f559492",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bucket = \"noaa-cdr-sea-surface-temp-optimum-interpolation-pds\"\n",
+    "path = \"data/v2.1/avhrr/202408/\"\n",
+    "store = S3Store(bucket=bucket, region=\"us-east-1\", skip_signature=True)\n",
+    "list_stream = obs.list_with_delimiter(store, prefix=path)\n",
+    "paths = [x[\"path\"] for x in list_stream[\"objects\"]]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "9012e6bb",
+   "metadata": {},
+   "source": [
+    "Open a file without any configuration and find the maximum value."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "063603d2",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%time\n",
+    "reader = ObstoreReader(store=store, path=paths[0])\n",
+    "with xr.open_dataset(reader, engine=\"h5netcdf\") as ds:\n",
+    "    print(ds['sst'].max())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c5aa9837",
+   "metadata": {},
+   "source": [
+    "We can instead cache the entire file in memory, if we know that we'll need to read most of file (as is needed for finding the mean of a variable)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bec2456e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%time\n",
+    "reader = ObstoreMemCacheReader(store=store, path=paths[0])\n",
+    "with xr.open_dataset(reader, engine=\"h5netcdf\") as ds:\n",
+    "    print(ds['sst'].max())"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "80968e16",
+   "metadata": {},
+   "source": [
+    "### Opening archival data using VirtualiZarr + Icechunk"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "647c59fe",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "11bdaef9",
+   "metadata": {},
+   "source": [
+    "### Opening cloud native data (Zarr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "da206c96",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "76ef4376",
+   "metadata": {},
+   "source": [
+    "### Scaling computations with Dask"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bf8c8fdf",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1977e93c",
+   "metadata": {},
+   "source": [
+    "### Scaling computations with Cubed"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c9b88c4b",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "id": "94ec7046",
+   "metadata": {},
+   "source": [
+    "## References\n",
+    "\n",
+    "- [Cloud-Optimized Geospatial Formats Guide](https://guide.cloudnativegeo.org/)\n",
+    "- [Xarray Tutorial - Zarr in Cloud Object Storage](https://tutorial.xarray.dev/intermediate/remote_data/cmip6-cloud.html)\n",
+    "- [Xarray Tutorial - Access Patterns to Remote Data with fsspec](https://tutorial.xarray.dev/intermediate/remote_data/cmip6-cloud.html)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "default",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.14.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/modules/04-data-in-the-cloud/pyproject.toml b/modules/04-data-in-the-cloud/pyproject.toml
new file mode 100644
index 0000000..9b7e89f
--- /dev/null
+++ b/modules/04-data-in-the-cloud/pyproject.toml
@@ -0,0 +1,16 @@
+[project]
+name = "04-data-in-the-cloud"
+version = "0.1.0"
+description = "Dependencies for module 4 - Data in the Cloud"
+readme = "README.md"
+requires-python = ">=3.14"
+dependencies = [
+    "fsspec>=2025.10.0",
+    "h5netcdf>=1.7.3",
+    "icechunk>=1.1.12",
+    "ipykernel>=7.1.0",
+    "obspec-utils>=0.1.0",
+    "obstore>=0.8.2",
+    "s3fs>=2025.10.0",
+    "virtualizarr>=2.2.1",
+]
diff --git a/modules/04-data-in-the-cloud/uv.lock b/modules/04-data-in-the-cloud/uv.lock
new file mode 100644
index 0000000..5687b84
--- /dev/null
+++ b/modules/04-data-in-the-cloud/uv.lock
@@ -0,0 +1,1166 @@
+version = 1
+revision = 3
+requires-python = ">=3.14"
+
+[[package]]
+name = "04-data-in-the-cloud"
+version = "0.1.0"
+source = { virtual = "." }
+dependencies = [
+    { name = "fsspec" },
+    { name = "h5netcdf" },
+    { name = "icechunk" },
+    { name = "ipykernel" },
+    { name = "obspec-utils" },
+    { name = "obstore" },
+    { name = "s3fs" },
+    { name = "virtualizarr" },
+]
+
+[package.metadata]
+requires-dist = [
+    { name = "fsspec", specifier = ">=2025.10.0" },
+    { name = "h5netcdf", specifier = ">=1.7.3" },
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+    { name = "obspec-utils", specifier = ">=0.1.0" },
+    { name = "obstore", specifier = ">=0.8.2" },
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From 05218db3e43d66081038f1ce14c42b1f4a436937 Mon Sep 17 00:00:00 2001
From: Max Jones <14077947+maxrjones@users.noreply.github.com>
Date: Fri, 21 Nov 2025 17:31:04 -0500
Subject: [PATCH 02/16] Fixup

---
 modules/04-data-in-the-cloud/index.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index 7b24546..4509f6f 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -150,7 +150,7 @@
    "id": "1860bbaf",
    "metadata": {},
    "source": [
-    "This took a lot of time to open the file, without even reading any data values. Let's look how we can speed that up by configuring the caching strategy:"
+    "This took a lot of time to open the file. Let's look how we can speed that up by configuring the caching strategy:"
    ]
   },
   {

From 3355eebca3be7958393344e89b3ebe7c0ce67fe8 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 18:21:22 +0000
Subject: [PATCH 03/16] Codespell: Ignore base64-looking strings, e.g. Notebook
 outputs

---
 .codespellrc | 4 ++++
 1 file changed, 4 insertions(+)
 create mode 100644 .codespellrc

diff --git a/.codespellrc b/.codespellrc
new file mode 100644
index 0000000..b06e6e1
--- /dev/null
+++ b/.codespellrc
@@ -0,0 +1,4 @@
+[codespell]
+
+# Ignore really long strings that look like base64-encoded data, e.g. in Jupyter Notebook outputs
+ignore-regex = [A-Za-z0-9+/]{100,}

From 9ecaa59b26f63f990db14d40797f55bcd0e3533c Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 18:21:41 +0000
Subject: [PATCH 04/16] Adjust AWS link targets to try and fix failed link
 check

---
 modules/04-data-in-the-cloud/index.ipynb | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index 4509f6f..fa741bc 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -41,7 +41,7 @@
    "source": [
     "## What is the cloud?\n",
     "\n",
-    "The cloud (as defined by [cloudfare](https://www.cloudflare.com/)) is a distributed collection of servers that host software and infrastructure, and it is accessed over the Internet. The map below (from [salesforce](https://trailhead.salesforce.com/content/learn/modules/aws-cloud-technical-professionals/explore-the-aws-global-infrastructure-technical-professionals)) shows [Amazon Web Service](https://aws.amazon.com/?nc2=h_home)'s global distribution of data centers, which contain the resources that make up the AWS cloud. The three largest cloud providers in the United States are [AWS]((https://aws.amazon.com/?nc2=h_home)), [Google Cloud Platform](https://cloud.google.com/), and [Microsoft Azure](https://azure.microsoft.com/en-us), but other cloud providers are larger elsewhere in the world and there are numerous smaller providers available.\n",
+    "The cloud (as defined by [cloudfare](https://www.cloudflare.com/)) is a distributed collection of servers that host software and infrastructure, and it is accessed over the Internet. The map below (from [salesforce](https://trailhead.salesforce.com/content/learn/modules/aws-cloud-technical-professionals/explore-the-aws-global-infrastructure-technical-professionals)) shows [Amazon Web Service (AWS)](https://aws.amazon.com)'s global distribution of data centers, which contain the resources that make up the AWS cloud. The three largest cloud providers in the United States are [AWS]((https://aws.amazon.com/)), [Google Cloud Platform](https://cloud.google.com/), and [Microsoft Azure](https://azure.microsoft.com/en-us), but other cloud providers are larger elsewhere in the world and there are numerous smaller providers available.\n",
     "\n",
     "![image.png](attachment:image.png)"
    ]
@@ -345,7 +345,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "default",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -359,7 +359,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.14.0"
+   "version": "3.13.0"
   }
  },
  "nbformat": 4,

From 2823797f843988fff6853f7e69fd9cf7d48d0392 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 18:25:15 +0000
Subject: [PATCH 05/16] Fixup AWS URL

---
 modules/04-data-in-the-cloud/index.ipynb | 2 +-
 myst.yml                                 | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index fa741bc..bb8693c 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -41,7 +41,7 @@
    "source": [
     "## What is the cloud?\n",
     "\n",
-    "The cloud (as defined by [cloudfare](https://www.cloudflare.com/)) is a distributed collection of servers that host software and infrastructure, and it is accessed over the Internet. The map below (from [salesforce](https://trailhead.salesforce.com/content/learn/modules/aws-cloud-technical-professionals/explore-the-aws-global-infrastructure-technical-professionals)) shows [Amazon Web Service (AWS)](https://aws.amazon.com)'s global distribution of data centers, which contain the resources that make up the AWS cloud. The three largest cloud providers in the United States are [AWS]((https://aws.amazon.com/)), [Google Cloud Platform](https://cloud.google.com/), and [Microsoft Azure](https://azure.microsoft.com/en-us), but other cloud providers are larger elsewhere in the world and there are numerous smaller providers available.\n",
+    "The cloud (as defined by [cloudfare](https://www.cloudflare.com/)) is a distributed collection of servers that host software and infrastructure, and it is accessed over the Internet. The map below (from [salesforce](https://trailhead.salesforce.com/content/learn/modules/aws-cloud-technical-professionals/explore-the-aws-global-infrastructure-technical-professionals)) shows [Amazon Web Service (AWS)](https://aws.amazon.com)'s global distribution of data centers, which contain the resources that make up the AWS cloud. The three largest cloud providers in the United States are [AWS](https://aws.amazon.com/), [Google Cloud Platform](https://cloud.google.com/), and [Microsoft Azure](https://azure.microsoft.com/en-us), but other cloud providers are larger elsewhere in the world and there are numerous smaller providers available.\n",
     "\n",
     "![image.png](attachment:image.png)"
    ]
diff --git a/myst.yml b/myst.yml
index e1a2725..d1b08f0 100644
--- a/myst.yml
+++ b/myst.yml
@@ -25,6 +25,7 @@ project:
       children:
         - pattern: "for-instructors/*.md"
 
+
 site:
   template: "book-theme"
   actions:

From 980ad2bc3cf329610c088d51d3ec3cd43afb7667 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 18:41:40 +0000
Subject: [PATCH 06/16] Move learning objectives into "where we are going"
 callout

---
 modules/04-data-in-the-cloud/index.ipynb | 17 ++++++++++-------
 1 file changed, 10 insertions(+), 7 deletions(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index bb8693c..70c3901 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -11,18 +11,21 @@
    "source": [
     "# ☁️ 4 - Data in the Cloud 101\n",
     "\n",
-    "## Introduction\n",
-    "\n",
-    "This notebook is for the workshop ([Open Source Geospatial Workflows in the Cloud](https://geojupyter.github.io/workshop-open-source-geospatial)) presented at the [AGU Fall Meeting 2025](https://agu.confex.com/agu/agu25/meetingapp.cgi/Session/252640).\n",
+    ":::{tip} 🧭 Where we are going\n",
+    ":icon: false\n",
     "\n",
-    "### Learning Objectives\n",
-    "\n",
-    "By the end of this workshop, you will be able to:\n",
+    "By the end of this module, you will be able to:\n",
     "\n",
     "- Explain the key benefits and pitfalls of working with data on the Cloud\n",
     "- Open cloud hosted data in a performant way\n",
     "- Scale your analyses using Dask or Cubed\n",
-    "- Find communities to learn more about cloud native science\n"
+    "- Find communities to learn more about cloud native science\n",
+    ":::\n",
+    "\n",
+    "\n",
+    "## Introduction\n",
+    "\n",
+    "This notebook is for the workshop ([Open Source Geospatial Workflows in the Cloud](https://geojupyter.github.io/workshop-open-source-geospatial)) presented at the [AGU Fall Meeting 2025](https://agu.confex.com/agu/agu25/meetingapp.cgi/Session/252640)."
    ]
   },
   {

From 8daced93b102e6b04b1e7e18e06a553566cf6ddc Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 18:42:53 +0000
Subject: [PATCH 07/16] Copy frontmatter from Markdown -> NB

---
 modules/04-data-in-the-cloud/index.ipynb | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index 70c3901..a847195 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -9,6 +9,16 @@
     }
    },
    "source": [
+    "---\n",
+    "authors:\n",
+    "  - name: \"Max Jones\"\n",
+    "    affiliations:\n",
+    "      - \"Development Seed\"\n",
+    "    email: \"max@developmentseed.org\"\n",
+    "    orcid: \"0000-0003-0180-8928\"\n",
+    "    github: \"maxrjones\"\n",
+    "---\n",
+    "\n",
     "# ☁️ 4 - Data in the Cloud 101\n",
     "\n",
     ":::{tip} 🧭 Where we are going\n",

From 279b37dbd5242e14fef549ce46a74a295cbaeee7 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 18:43:37 +0000
Subject: [PATCH 08/16] Cleanup some blank lines

---
 modules/04-data-in-the-cloud/index.ipynb | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index a847195..c1e7b04 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -113,8 +113,7 @@
    "outputs": [],
    "source": [
     "import fsspec\n",
-    "import xarray as xr\n",
-    "\n"
+    "import xarray as xr"
    ]
   },
   {
@@ -211,8 +210,7 @@
     "from obspec_utils import ObstoreReader, ObstoreMemCacheReader\n",
     "from obstore.store import S3Store\n",
     "import obstore as obs\n",
-    "from urllib.parse import urlparse\n",
-    "\n"
+    "from urllib.parse import urlparse"
    ]
   },
   {

From 2d056bae367efd83404f178999be8350cc8fe0ff Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 18:45:03 +0000
Subject: [PATCH 09/16] Remove redundant index.md

---
 modules/04-data-in-the-cloud/index.md | 26 --------------------------
 1 file changed, 26 deletions(-)
 delete mode 100644 modules/04-data-in-the-cloud/index.md

diff --git a/modules/04-data-in-the-cloud/index.md b/modules/04-data-in-the-cloud/index.md
deleted file mode 100644
index 0bbc4e3..0000000
--- a/modules/04-data-in-the-cloud/index.md
+++ /dev/null
@@ -1,26 +0,0 @@
----
-authors:
-  - name: "Max Jones"
-    affiliations:
-      - "Development Seed"
-    email: "max@developmentseed.org"
-    orcid: "0000-0003-0180-8928"
-    github: "maxrjones"
----
-
-# ☁️ 4 - Data in the Cloud 101
-
-:::{note} 🛝 Slides
-:icon: false
-:class: dropdown
-
-<iframe
-    src="https://docs.google.com/presentation/d/e/2PACX-1vRhI8zA1B85LwFm7_35QlCkG4LcQIUIFARPAb9-43AndcEOLZnzXUBKUsIF31E8FANpubbe39OeSQDN/pubembed?start=false&loop=false&delayms=60000"
-    frameborder="0"
-    width="960"
-    height="569"
-    allowfullscreen="true"
-    mozallowfullscreen="true"
-    webkitallowfullscreen="true">
-</iframe>
-:::

From cce1ff3fe04b945e1ec4cdbd40052a4d8e24c0ae Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 19:16:13 +0000
Subject: [PATCH 10/16] Consistent capitalization

---
 modules/04-data-in-the-cloud/index.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index c1e7b04..480ae8d 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -69,7 +69,7 @@
     "Hosting data on the cloud differs from storing data locally (or on-premises) in a few important ways:\n",
     "\n",
     "- Redundancy - you can easily replicate your data across multiple servers, which may be distributed across the globe\n",
-    "- Reliability - Cloud providers offer services for reliability, such as automated backups and recovery\n",
+    "- Reliability - cloud providers offer services for reliability, such as automated backups and recovery\n",
     "- Scalability - you can easily increase or decrease your data storage access, without needing to order or decommission servers or hard-drives\n",
     "- Accessibility - anyone in the world, with proper authorization, can access data shared on the cloud in a rapid amount of time\n",
     "\n",

From 389fb34f9f7e2df8e025818121addd572637cfa0 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 19:16:26 +0000
Subject: [PATCH 11/16] Adjust wording for clarity

---
 modules/04-data-in-the-cloud/index.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index 480ae8d..8be9c5e 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -71,7 +71,7 @@
     "- Redundancy - you can easily replicate your data across multiple servers, which may be distributed across the globe\n",
     "- Reliability - cloud providers offer services for reliability, such as automated backups and recovery\n",
     "- Scalability - you can easily increase or decrease your data storage access, without needing to order or decommission servers or hard-drives\n",
-    "- Accessibility - anyone in the world, with proper authorization, can access data shared on the cloud in a rapid amount of time\n",
+    "- Accessibility - anyone in the world, with proper authorization, can rapidly access data shared on the cloud\n",
     "\n",
     "There are a couple implications that you should be aware of when working with data on the cloud:\n",
     "\n",

From f2d03b29d3c5059a80b25e1eb104400312f77d53 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 19:16:40 +0000
Subject: [PATCH 12/16] Emphasize statement about risk

---
 modules/04-data-in-the-cloud/index.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index 8be9c5e..c1a30ab 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -75,7 +75,7 @@
     "\n",
     "There are a couple implications that you should be aware of when working with data on the cloud:\n",
     "\n",
-    "- Pay-as-you-go - Most cloud providers use pay-as-you-go pricing, where you only pay for the storage and services that you use. This can potentially reduce costs, especially upfront costs (e.g., you never need to buy a hard drive). However, it can be easy to forget about data in storage and continue to pay for it indefinitely.\n",
+    "- Pay-as-you-go - Most cloud providers use pay-as-you-go pricing, where you only pay for the storage and services that you use. This can potentially reduce costs, especially upfront costs (e.g., you never need to buy a hard drive). However, **it can be easy to forget about data in storage and continue to pay for it indefinitely**.\n",
     "- Time and cost of bringing data to your computer - Hosting the data on the cloud naturally means it's no longer already near your computer's processing resources. Transporting data from the cloud to your computer is expensive, since most cloud providers charge for any data leaving their network, and slow, since the data needs to travel large distances. The primary solution for this is \"data-proximate computing\" which involves running your code on computing resources in the same cloud location as your data. In with \"data-proximate computing\", there are many other ways to make working with data on the cloud cheaper and easier. Let's take a look!"
    ]
   },

From bb65e18af5c7d5c1ad96324c581c51d79c4e3805 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 19:19:17 +0000
Subject: [PATCH 13/16] Fixup schedule link

---
 02-schedule.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/02-schedule.md b/02-schedule.md
index 96ba2e1..6e7f544 100644
--- a/02-schedule.md
+++ b/02-schedule.md
@@ -30,8 +30,8 @@ We may do a group order for food delivery.
 ## 🌇 Afternoon (1:30 - 5:00)
 
 | Time    | Duration   | Topic                                          | Presenter(s)    |
-| ------- | ---------- | ---------------------------------------------- | --------------- |
-| 1:30 PM | 60 minutes | [](modules/04-data-in-the-cloud/index.md)      | Max             |
+| ------- | ---------- | -----------------------------------------------| --------------- |
+| 1:30 PM | 60 minutes | [](modules/04-data-in-the-cloud/index.ipynb)   | Max             |
 | 2:30 PM | 10 minutes | **Break**                                      |                 |
 | 2:40 PM | 60 minutes | [](modules/05-sharing-and-publishing/index.md) | Fernando & Matt |
 | 3:40 PM | 10 minutes | **Break**                                      |                 |

From 0a9c63f4a29fd9f5a1662c0a758613cdb0bdc680 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 19:46:33 +0000
Subject: [PATCH 14/16] Add obstore, obspec-utils to environment

---
 docker/environment.yml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/docker/environment.yml b/docker/environment.yml
index e2ea959..02fd679 100644
--- a/docker/environment.yml
+++ b/docker/environment.yml
@@ -20,6 +20,8 @@ dependencies:
   - "pandas"
   - "scipy"
   - "xarray"
+  - "obstore"
+  - "fsspec"
 
   # geo
   - "gdal"
@@ -53,3 +55,7 @@ dependencies:
 
   # Infrastructure
   - "jupyter-server-proxy"  # Enable proxying MyST sites built from CLI, accessed at `$PREFIX/proxy/$PORT`
+
+  - "pip"
+  - pip:  # Stuff not yet on conda forge
+    - "obspec-utils"

From 96d79ba9f1d8196be15046dfb3b3e760becf2e87 Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 19:52:08 +0000
Subject: [PATCH 15/16] Print out the list of files

The prompt "List the files available following at this prefix on AWS S3
storage" left me expecting the list of files to be output. If we intend
to not output it we could instead say "Create a list of the files..."?
---
 modules/04-data-in-the-cloud/index.ipynb | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/modules/04-data-in-the-cloud/index.ipynb b/modules/04-data-in-the-cloud/index.ipynb
index c1a30ab..9aaeed0 100644
--- a/modules/04-data-in-the-cloud/index.ipynb
+++ b/modules/04-data-in-the-cloud/index.ipynb
@@ -232,7 +232,8 @@
     "path = \"data/v2.1/avhrr/202408/\"\n",
     "store = S3Store(bucket=bucket, region=\"us-east-1\", skip_signature=True)\n",
     "list_stream = obs.list_with_delimiter(store, prefix=path)\n",
-    "paths = [x[\"path\"] for x in list_stream[\"objects\"]]"
+    "paths = [x[\"path\"] for x in list_stream[\"objects\"]]\n",
+    "paths"
    ]
   },
   {

From d430140b7777eee74e495479760fb8732c7f698b Mon Sep 17 00:00:00 2001
From: Matt Fisher <mfisher87@gmail.com>
Date: Mon, 24 Nov 2025 19:55:56 +0000
Subject: [PATCH 16/16] Move dependencies to Docker image

---
 docker/environment.yml                      |    6 +
 modules/04-data-in-the-cloud/pyproject.toml |   16 -
 modules/04-data-in-the-cloud/uv.lock        | 1166 -------------------
 3 files changed, 6 insertions(+), 1182 deletions(-)
 delete mode 100644 modules/04-data-in-the-cloud/pyproject.toml
 delete mode 100644 modules/04-data-in-the-cloud/uv.lock

diff --git a/docker/environment.yml b/docker/environment.yml
index 02fd679..35541a9 100644
--- a/docker/environment.yml
+++ b/docker/environment.yml
@@ -20,8 +20,14 @@ dependencies:
   - "pandas"
   - "scipy"
   - "xarray"
+
+  # Storage
+  - "s3fs"
   - "obstore"
   - "fsspec"
+  - "icechunk"
+  - "virtualizarr"
+  - "h5netcdf"
 
   # geo
   - "gdal"
diff --git a/modules/04-data-in-the-cloud/pyproject.toml b/modules/04-data-in-the-cloud/pyproject.toml
deleted file mode 100644
index 9b7e89f..0000000
--- a/modules/04-data-in-the-cloud/pyproject.toml
+++ /dev/null
@@ -1,16 +0,0 @@
-[project]
-name = "04-data-in-the-cloud"
-version = "0.1.0"
-description = "Dependencies for module 4 - Data in the Cloud"
-readme = "README.md"
-requires-python = ">=3.14"
-dependencies = [
-    "fsspec>=2025.10.0",
-    "h5netcdf>=1.7.3",
-    "icechunk>=1.1.12",
-    "ipykernel>=7.1.0",
-    "obspec-utils>=0.1.0",
-    "obstore>=0.8.2",
-    "s3fs>=2025.10.0",
-    "virtualizarr>=2.2.1",
-]
diff --git a/modules/04-data-in-the-cloud/uv.lock b/modules/04-data-in-the-cloud/uv.lock
deleted file mode 100644
index 5687b84..0000000
--- a/modules/04-data-in-the-cloud/uv.lock
+++ /dev/null
@@ -1,1166 +0,0 @@
-version = 1
-revision = 3
-requires-python = ">=3.14"
-
-[[package]]
-name = "04-data-in-the-cloud"
-version = "0.1.0"
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-    { name = "ipykernel" },
-    { name = "obspec-utils" },
-    { name = "obstore" },
-    { name = "s3fs" },
-    { name = "virtualizarr" },
-]
-
-[package.metadata]
-requires-dist = [
-    { name = "fsspec", specifier = ">=2025.10.0" },
-    { name = "h5netcdf", specifier = ">=1.7.3" },
-    { name = "icechunk", specifier = ">=1.1.12" },
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-    { name = "obspec-utils", specifier = ">=0.1.0" },
-    { name = "obstore", specifier = ">=0.8.2" },
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