Imagery

This posts demonstates how to create realistic 3D topographic maps using R and satellite imagery as an overlay map.

Million-AID is a large-scale benchmark dataset containing a million instances for remote sensing scene classification.

Spectral indices are widely used in the Remote Sensing community. This repository includes a curated list of both classical and novel spectral indices for different remote sensing applications.

Looking for some analysis-ready earth observation data for Europe? Here you can find 210GB of cloud/artifact-free Sentinel-2 images at 30m from 2018 to 2020 and available as cloud-optimized GeoTIFFs.

Here's a walkthrough on how to turn the bands of Landsat 9 into a full-color pansharpened image, using blend modes in ArcGIS Pro.

MapTiler has created a single cloud-free satellite image of the entire world detailed enough to find your own house. Find out more here.

The MapFlow plugin for QGIS provides AI models for automatic feature extraction from satellite imagery, including building footprints, roads, fields, forest and construction sites.

Ever wanted to view local raster files in a Jupyter notebook? Check out this local tile server to do just that.

This article teaches you how to add free imagery and hybrid layers (both basemaps and overlays) to your HERE Maps API for JavaScript map.

This article teaches you how to add a Google map layer or other Google basemaps/layers to your HERE Maps API for JavaScript map using static XYZ tiles.