Science Examples

Science Examples:

• HLSL30 Search and Composite
  • Run This Notebook
  • About the Data
  • Additional Resources
  • Importing and Installing Packages
  • Creating an AOI
  • Accessing the HLS Data
  • Reading in HLS Data and Creating Composite
  • Display Results
• GEDI_L2A Search and Visualize
  • Run This Notebook
  • About the Data
  • Additional Resources
  • Importing and Installing Packages
  • Search for GEDI_L2A Data
  • Explore
  • Visualize
• GEDI_L2B Search and Visualize
  • Run This Notebook
  • About the Data
  • Additional Resources
  • Importing and Installing Packages
  • Search Data Using an AOI
  • Search using the EarthData Search Integration
  • Inspect and Filter through the Data
  • Create the Subset and Display the Data
• GEDI_L3 Search and Download
  • Run This Notebook
  • About the Data
  • Additional Resources
  • Importing and Installing Packages
  • Download file from ORNL DAAC S3
  • [Optional] Visualization using Rasterio
  • [Optional] Overlay Raster Layer on top of Folium Map
• GEDI_L4A Subset and Visualize
  • Run This Notebook
  • About the Data
  • Additional Resources
  • [Optional] Install Python Packages
  • Obtain Username
  • Define the Area of Interest
  • [Optional] Visually Verify your AOI
  • Submit a Job
  • Get the Job’s Output File
  • [Optional] Visually Verify the Results
  • Generate Contour Lines
  • Plot the Contour Lines in Folium
• GEDI_L4B Search and Visualize
  • Run This Notebook
  • About the Data
  • Additional Resources
  • Importing Packages
  • Search for the Collection and Associated Granules
  • Accessing and Downloading the Granule from ORNL DAAC S3
  • Plot the Data
• ICESat-02 ATL03 Subset and Visualize
  • Run This Notebook
  • About the Data
  • Additional Resources
  • Importing and Installing Packages
  • Decide on a Subset of ATL03 Data
  • Search for Granules
  • Read the H5 File
  • Subset the Data by Required Columns
  • Show the Subset Data in a Dataframe
  • Visualize Photon Heights
• NISAR Access and Visualize
  • Run This Notebook
  • About the Data
  • Additional Resources
  • Import and Install Packages
  • Download NISAR Data
  • Explore the Data
  • Convert the Data
  • Visualize
• AfriSAR Search and Visualize
  • Run This Notebook
  • About the Data
  • Additional Resources
  • Import and Install Packages
  • Search for AfriSAR AGB Data
  • Download the Granule File
  • Read and Visualize
• LVIS Access and Explore
  • Run This Notebook
  • Importing Packages
  • Creating a Data Directory for this Tutorial
  • About the Dataset
  • Searching the Collection
  • Searching and Downloading a Granule
  • Validating the Downloaded Product
  • About the Dataset
  • Searching the Collection
  • Searching and Downloading a Granule
  • Validating the Downloaded Product
  • About the Dataset
  • Searching the Collection
  • Searching and Downloading a Granule
  • Validating the Downloaded Product
  • About the Dataset
  • Searching the Collection
  • Searching and Downloading a Granule
  • Validating the Dataset
  • About the Dataset
  • Searching the Collection
  • Searching and Downloading a Granule
  • Validating the Product
  • References