Live webinar

Analyzing LiDAR and SAR data with Capella Space and TileDB

April 12, 2022 | 10:00 AM US EDT
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Featuring:

Capella Space

Register

 

Join TileDB for a live webinar to see how a universal database is powering efficient data access to high-quality SAR imagery and LiDAR data for geospatial analysts worldwide. 

TileDB, in collaboration with Capella Space, will share their experience analyzing SAR data using TileDB Cloud, speeding the data exploration and maximizing collaboration among researchers and citizen scientists alike. Technical examples will feature analysis-ready data modeled as multi-dimensional arrays to address change detection use cases in urban design, marine traffic, and more. Thanks to an additional open LAS dataset provided by Hobu, Inc., TileDB and Capella Space engineers will present a data fusion example where open SAR imagery is combined with labeled point cloud data, suitable for machine learning and advanced visualization techniques. 

What you will learn

In this comprehensive presentation of SAR data analytics on TileDB Cloud, you will learn how to:

  • Directly compute on cloud-based 2D dense arrays of Capella Space SAR imagery
  • Use your favorite tools via hosted geospatial notebook environments and customize them with specific Python libraries, like PCL, PDAL, Rasterio, and Scikit-Learn
  • Leverage TileDB arrays to visualize your own cloud-native time-series cubes of Capella Space SAR images
  • Slice data from different TileDB Cloud arrays and fuse the results in Jupyter notebooks for advanced analyses
  • Discover and scale collaborative analyses through TileDB Cloud data sharing, without large downloads and complex IAM hassles

Stavros Papadopoulos, founder and creator of TileDB, will share how imagery data and point cloud data can both be efficiently modeled as multi-dimensional arrays, allowing two very different domains to be rapidly accessed in an analysis-ready fashion using one API. Norman Barker, VP of Geospatial at TileDB, and Jason Brown, Remote Sensing Image Scientist and Community Enablement Engineer at Capella Space, will walk through live code examples, complete with a detailed Q&A session.

 

 

Speakers

Jason Brown

Jason Brown

Remote Sensing Image Scientist & Community Enablement Engineer, Capella Space

Norman Barker

Norman Barker

VP Geospatial, TileDB

Stavros Papadopoulos

Stavros Papadopoulos

Founder and CEO, TileDB