Tools tagged with "Big Data"

A fast and scalable Python library for raster-based spatial analytics.

Transforming Earth Observation Data into Insights for Africa's Sustainable Growth.

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

A structured introduction to XArray, STAC, and Dask for cloud-based remote sensing applications.

A global, temporal dataset tracking solar and wind energy installations using satellite imagery and deep learning.

This tool extracts comprehensive business data from Google Maps for lead generation, competitor analysis, and market research.

An ultra-fast geospatial database and geofencing server designed for real-time location-based applications.

A standard for curating, sharing, and combining large-scale Earth Observation datasets for AI and ML.

A Python toolbox designed for faster processing of large geospatial vector files.

An unofficial Docker image for the open-source Photon Geocoder.

Generate and process large-scale geospatial datasets with Google Earth Engine for AI research.

A global gazetteer providing stable identifiers and descriptive properties for places from continents to venues.

The FAO Hand-in-Hand Geospatial Platform provides open-access geographic information and agricultural statistics.

A global geophysically based dataset on economic activity at a 1-degree resolution.

The Agentic GIS Platform for scalable spatial analysis in your cloud ecosystem.

This dataset provides comprehensive biodiversity information, accessible through the Microsoft Planetary Computer for environmental analysis.

Point Data Abstraction Library

A comprehensive dataset of annual satellite embeddings, provided as Cloud-Optimized GeoTIFF (COG) files.

Access detailed population density maps for humanitarian and development efforts.

Forging the new frontier of spatial intelligence to unlock a more autonomous, interoperable world.

MobilityDB is a geospatial trajectory data management & analysis platform.

Estimates global fine particulate matter (PM2.5) concentrations using a fusion of satellite, simulation, and monitor data.

Provides fast and efficient tools for processing and visualizing LiDAR point clouds.

GeoServer is an open source server for sharing geospatial data.

Satellite image time series analysis for Earth Observation data cubes.

GeoNode is an open source platform that facilitates the creation, sharing, and collaborative use of geospatial data.

A multi-petabyte catalog of satellite imagery and geospatial datasets with planetary-scale analysis capabilities.

Provides access to comprehensive US Census demographic and geographic data hosted on Microsoft Planetary Computer.

A GPU-powered framework for visual exploratory data analysis of large geospatial datasets.

A cluster computing system for processing large-scale spatial data with distributed Spatial SQL.

Process large-scale Sentinel-1 & Sentinel-2 data cubes with integrated cloud detection, snow masking, harmonization, and temporal composites.

Provides statistically downscaled future climate projections derived from IPCC assessment reports.

High-resolution digital surface models of the Arctic derived from optical stereo imagery for detailed topographic analysis.

Geospatial extensions for Polars for efficient data processing and analysis.

A Python library for creating and using Cloud Optimized GeoTIFF (COG) mosaics with mosaicJSON.

Access high-resolution optical imagery from the Sentinel-2 mission, freely available on the Registry of Open Data on AWS.