Tools tagged with "Time Series"

A unified Python toolkit for obtaining embeddings from any Remote Sensing Foundation Model with a single line of code.

This book introduces `sits`, an open-source R package for analyzing big Earth observation data using satellite image time series and data cubes.

A practical guide to applying remote sensing methodologies for agricultural statistics and land use mapping.

A foundation model for processing time-series satellite imagery to extract temporal patterns for Earth observation.

This collection provides remote sensing data and tools for monitoring snow and ice changes across the High Mountain Asia region.

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 Python package that extends Google Earth Engine with pre-processing and processing tools for satellite platforms.

Track real-time and historical electricity data worldwide, including production mix, CO2 emissions, and prices.

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

An easy-to-use portal for discovering historical maps from libraries worldwide.

TerraDrought provides near-real-time global drought monitoring and impact analysis.

A pan-European label dataset providing harmonized crop type information for large-scale agricultural classification.

This service provides a collection of image data products detailing the spectral and statistical properties of European soils and bare surfaces.

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

Interactive interface for browsing full-resolution, global, daily satellite images.

A Substack publication delivering news, technical posts, and research focused on Earth Observation.

Miami InSAR time-series software in Python for analyzing ground deformation.

Provides data and analysis on changes in European weather and climate extremes.

A portal providing European territorial development and cohesion policy data, indicators, and tools.

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

A comprehensive resource for learning and mastering QGIS through practical tutorials and expert tips.

Integrates Google Earth Engine and QGIS using Python API

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

Global shoreline mapping tool from satellite imagery

A comprehensive collection of geographic data and historical GIS resources, primarily focused on Asia.

Database of the world's largest cities with population history and locations from 1950-2005.

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

The official geographical image of the French national territory, offering a sky-high view of France.

Collating all open-source datasets, software tools and deployment platforms related to open-source agriculture.

Fusing irregular and asynchronous SAR-optical time series to reconstruct reflectance at any given time.

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.

A comprehensive guide to finding, accessing, and working with NASA ECOSTRESS data for Earth science applications.

Current, historical, and projected climate data for North America, South America, Europe, and Africa.

Providing data on air pollutant concentrations and health impacts across the contiguous U.S.