Working with R

• Finding and Accessing Data in R (OpenScapes)
• Submitting jobs to DPS with R
  • Run This Notebook
• Searching for Data in NASA’s CMR in R
  • Run This Notebook
  • Additional Resources
  • Import/Install Packages
  • Search Collections
  • Search Granules
  • Granule Link Search
  • Granule ID List
  • Granule Link List
• Accessing Data from NASA’s CMR in R
  • Additional Resources
  • Run This Notebook
  • Install and Load Required Libraries
  • Data Access
• Item-level STAC Search in R with rstac
  • Run This Notebook
  • Additional Resources
  • Initializing the source STAC endpoint
  • Fetching and Displaying STAC Collections
  • Assigning a collection ID
  • Searching and Retrieving Items from a STAC Collection
  • Extracting and Displaying Assets from a STAC Item
  • Listing and Displaying Asset URLs from a STAC Item
  • Performing a focused item search using the STAC API
• MAAP AWS Access in R
  • Run This Notebook
  • Additional Resources
  • Install/Load Packages
  • Set up Access
  • Explore Buckets
  • Accessing an Item
• GEDI Data Access
  • Run This Notebook
  • Additional Resources
  • Install and Load Required Libraries
  • Collection and Granule Search
  • Get Credentials
  • Download File
  • Access Data
• Visualizing MAAP STAC Dataset with titiler-pgstac in R
  • Run This Notebook
  • Additional Resources
  • Install/Import Libraries
  • Fetch Collection Info from Endpoint
  • Render Tiles for the Whole Collection
  • Leaflet Map with AGB Tiles and Bounding Box
  • Render tiles for a STAC search
  • Retrieve TileJSON Using Search ID
  • Render Leaflet Map from STAC Search Results
• Visualizing GEDI_L2A Dataset in R
  • Run This Notebook
  • Additional Resources
  • Install/Import Libraries
  • Load the dataset
  • Preview the Data
  • Leaflet-Based Visualization
  • Spatial Filtering and Visualization Using a Bounding Box
  • Elevation-Based Map Visualization
  • Static Plot using plot()
  • Static GEDI Map using tmap()