Ground Truth Physical AI news and engineering for real-world data Product news, research, and build notes from Wherobots, the AI Context Engine for the Physical World. Wherobots Cloud News Apache Sedona WherobotsDB Spatial Lakehouse Physical AI Computer Vision RasterFlow Engineering Stories Tutorial Havasu Catalog Earth Observation Use Cases Wherobots for QGIS How Wherobots builds with NVIDIA to let AI see the physical world El Niño 2026, atmospheric rivers, and California’s burn scars Orchestrating Wherobots Jobs from AWS Step Functions Measuring the Strait of Hormuz shutdown with Sentinel-2, WherobotsDB and Overture Maps RasterFlow is now available in Public Preview Sort By Most Recent Most Recent Oldest Categories WherobotsDB View All Use Cases Knowledge Graph Engineering Earth Observation Tutorial Havasu Catalog Wherobots Cloud Computer Vision Spatial Lakehouse RasterFlow Stories WherobotsDB Physical AI News General Apache Sedona Sort By Most Recent Oldest Categories View All Use Cases Knowledge Graph Engineering Earth Observation Tutorial Havasu Catalog Wherobots Cloud Computer Vision Spatial Lakehouse RasterFlow Stories WherobotsDB Physical AI News General Apache Sedona 13 Mins Read 16 Dec 2024 Building a Spatial Data Lakehouse Explore how Apache Iceberg based Havasu redefines data management for geospatial data lakehouse architectures. Learn to optimize the storage, querying, and analysis of large-scale spatial datasets with high performance and cost efficiency. 6 Mins Read 25 Nov 2024 Accelerating Vector and Raster Analysis at GeoPostcodes How long is too long to wait for a data set to process? In the fast-paced world of data as a service, efficiency isn't just a nice-to-have; it's essential. But for GeoPostcodes, previous updates to the global population movement datasets took about 39 days. This was running on a headless QGIS instance in combination with PostGIS, combining population rasters with postal code boundaries. 10 Mins Read 20 Nov 2024 Overture Data In Wherobots Spatial Data Catalog Effortlessly access and analyze Overture Maps Foundation data with Wherobots. This guide details seamless integration, leveraging our Havasu Iceberg spatial catalog for optimized performance and insightful visualizations. Explore practical examples and unlock new possibilities in geospatial data analysis. 5 Mins Read 6 Nov 2024 How to shift Apache Sedona on Spark workloads to WherobotsDB Wherobots customers are realizing up to a 20x performance increase and significant cost savings by shifting their Apache Sedona workloads into Wherobots. This guide shows you how easy it is to migrate Apache Sedona workloads into WherobotsDB, and focuses on best practices for Apache Sedona migrations from Amazon EMR, AWS Glue, and Databricks. 10 Mins Read 5 Nov 2024 Introducing kNN Join for Wherobots and Apache Sedona We are excited to introduce the k-Nearest Neighbors Join (kNN Join) for WherobotsDB and Apache Sedona 1.7.0. With the kNN Join, you can efficiently find the closest entities to your points of interest from datasets at scale. We’ve released two types of kNN Joins: the Exact kNN Join and the Approximate kNN Join. With these two kNN Join options, you can efficiently find the closest entities to your points of interest from datasets at scale, and trade off performance versus accuracy needs. 7 Mins Read 13 Sep 2024 Wherobots and PostgreSQL + PostGIS: A Synergy in Spatial Analysis TL;DR Wherobots (powered by Apache Sedona) and PostgreSQL + PostGIS are complementary tools, not competitors. Use Wherobots for large-scale spatial ETL, processing speed, and distributed analytics. Use PostGIS for data persistence, transactional integrity, and long-term storage. Together, they form a complete spatial data pipeline. At scale, WherobotsDB is up to 317x faster than PostGIS on […] « Previous 1 2 3 4 5 Next » Sign up for our newsletter Be the first to know about releases and industry news. We care about your data; read our privacy policy. SUBSCRIBEΔ