Updated notebooks with open in colab and default payloads

.gitignore

@@ -67,6 +67,7 @@ studio-pf.log
 
 # Credentials and secrets
 .geostudio_config_file
+geostudio_config_file
 *.env
 .env.local
 secrets.yml

workshop/README.md

@@ -45,6 +45,25 @@ This workshop provides a complete learning path for IBM Geospatial Studio, desig
    - Fine-tuning models
    - Deploying and monitoring
 
+5. **Lab 5: Burn Scars Workflow** (60-90 minutes)
+   - Advanced burn scar detection
+   - Working with Sentinel-2 imagery
+   - Model evaluation and validation
+
+6. **Lab 6: Floods Workflow** (60-90 minutes)
+   - Flood detection and mapping
+   - Multi-temporal analysis
+   - Disaster response applications
+
+7. **Lab 7: Buildings Workflow** (60-90 minutes)
+   - Building footprint detection
+   - Urban area analysis
+   - Infrastructure mapping
+
+**Note**: All notebooks are available in [`docs/notebooks/`](docs/notebooks/) directory. See the [Notebooks README](docs/notebooks/README.md) for detailed descriptions and usage instructions.
+
+
+
 **Total Workshop Time**: 4.5 - 6 hours
 
 ## 🚀 Quick Start

workshop/docs/notebooks/README.md

@@ -65,6 +65,51 @@ Complete an end-to-end workflow:
 
 ---
 
+### Lab 5:  Burn Scars Workflow
+**File:** `lab5-burnscars-workflow.ipynb`
+
+Learn to:
+- Use Geospatial Earth Observation Studio API for burn scar detection
+- Work with Sentinel-2 multispectral imagery
+- Configure advanced model parameters
+- Evaluate model performance metrics
+- Compare results with baseline models
+- Generate detailed analysis reports
+
+**Estimated Time:** 60-90 minutes | **Difficulty:** Intermediate
+
+---
+
+### Lab 6:  Floods Workflow
+**File:** `lab6-floods-workflow.ipynb`
+
+Learn to:
+- Detect and map flood extents using satellite imagery
+- Perform multi-temporal analysis for flood monitoring
+- Work with Sentinel-1 SAR and Sentinel-2 optical data
+- Generate flood risk assessments
+- Create disaster response visualizations
+- Export results for emergency management
+
+**Estimated Time:** 60-90 minutes | **Difficulty:** Intermediate
+
+---
+
+### Lab 7:  Buildings Workflow
+**File:** `lab7-buildings-workflow.ipynb`
+
+Learn to:
+- Detect building footprints from satellite imagery
+- Perform urban area analysis and mapping
+- Extract infrastructure features
+- Calculate building density metrics
+- Generate urban planning insights
+- Export vector data for GIS applications
+
+**Estimated Time:** 60-90 minutes | **Difficulty:** Intermediate
+
+---
+
 ## How to Use These Notebooks
 
 ### Prerequisites

workshop/docs/notebooks/lab1-getting-started.ipynb

@@ -7,6 +7,12 @@
    "source": [
     "# Lab 1\n",
     "\n",
+    "\n",
+    "<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab1-getting-started.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
+    "  <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
+    "</a>\n",
+    "\n",
+    "\n",
     "**Getting Started with IBM Geospatial Studio**\n",
     "\n",
     "⏱️ **Estimated Duration:** 10 minutes  \n",
@@ -228,6 +234,8 @@
     "BASE_STUDIO_UI_URL=https://localhost:4180\n",
     "\"\"\"\n",
     "\n",
+    "# If you are using jupyter lab, create a normal file to view it on the fileviewer. `geostudio_config_file`\n",
+    "\n",
     "# Write to file\n",
     "with open('.geostudio_config_file', 'w') as f:\n",
     "    f.write(config_content)\n",

workshop/docs/notebooks/lab2-onboarding-examples.ipynb

@@ -7,6 +7,12 @@
    "source": [
     "# Lab 2\n",
     "\n",
+    "\n",
+    "<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab2-onboarding-examples.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
+    "  <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
+    "</a>\n",
+    "\n",
+    "\n",
     "**Onboarding Pre-computed Examples**\n",
     "\n",
     "⏱️ **Estimated Duration:** 20 minutes  \n",
@@ -116,6 +122,8 @@
    "outputs": [],
    "source": [
     "# Initialize the client\n",
+    "# If you are using jupyter lab, create a normal file to view it on the fileviewer. `geostudio_config_file`\n",
+    "\n",
     "client = Client(geostudio_config_file=\".geostudio_config_file\")\n",
     "\n",
     "print(\"✅ Connected to Geospatial Studio!\")"
@@ -403,7 +411,7 @@
     "\n",
     "2. **Navigate to the Inference Lab:**\n",
     "   - Click on \"Inference Lab\" in the left sidebar\n",
-    "   - Or go directly to: `https://localhost:4180/inference`\n",
+    "   - Or go directly to: `https://localhost:4180/inference#inference`\n",
     "\n",
     "3. **Find Your Example:**\n",
     "   - Look for \"My Examples\" section\n",

workshop/docs/notebooks/lab3-running-inference.ipynb

@@ -7,6 +7,11 @@
    "source": [
     "# Lab 3\n",
     "\n",
+    "\n",
+    "<a href=\"https://colab.research.google.com/github/terrastackai/geospatial-studio/blob/main/workshop/docs/notebooks/lab3-running-inference.ipynb\" target=\"_blank\" rel=\"noopener noreferrer\">\n",
+    "  <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\">\n",
+    "</a>\n",
+    "\n",
     "**Upload Model Checkpoints and Run Inference**\n",
     "\n",
     "⏱️ **Estimated Duration:** 30 minutes  \n",
@@ -132,6 +137,8 @@
    "outputs": [],
    "source": [
     "# Initialize the client\n",
+    "# If you are using jupyter lab, create a normal file to view it on the fileviewer. `geostudio_config_file`\n",
+    "\n",
     "client = Client(geostudio_config_file=\".geostudio_config_file\")\n",
     "\n",
     "print(\"✅ Connected to Geospatial Studio\")"