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
  • NISAR data can be downloaded from https://uavsar.jpl.nasa.gov/cgi-bin/data.pl
  • Explore the structure of NISAR *.H5 file using H5glance
  • Use gdal to convert HH polarization for frequencyA to ENVI SLC format and visualize it.
  • Plotting Amplitude and Phase
• AfriSAR Search and Visualize
  • Description
  • Declare your collection of interest
  • Listing all the available collections
  • Getting the collection of intrest ‘AfriSAR_AGB_Maps_1681’
  • Use satsearch to discover items in the ‘AfriSAR_AGB_Maps_1681’ collection
  • Adding items to an iterable
  • Extracting s3 link and reading it with rioxarray
  • Visualizing the read data with hvplot