tidyterra is an R package that adds common methods from the tidyverse for SpatRaster and SpatVectors objects created with the terra package.
- The sf R package provides a set of tools for working with geospatial vectors, i.e. points, lines, polygons, etc. Here is a cheat sheet guiding you in using sf.
- Learn the key concepts of deep learning, with a focus on using deep learning methods, algorithms, models and techniques on a variety of spatial data including 3D, imagery and text.
- Learn here how zoomable maps work, what coordinate systems are, and how to convert between them.
- Vite is a rapid development tool for modern web projects. It focuses on speed and performance by improving the development experience. Check out these starters for building map applications with Vite.
- This article analyses the Airbus oil storage dataset which contains over 13,500 annotated POL (petroleum, oil and lubricant) storage objects. This dataset is used to train an oil storage detector.
- PyGIS is a Python package for installing optional dependencies for geemap and leafmap with only one command.
- This is a single class dataset consisting of tiles of satellite imagery labeled with potential 'targets' to help with search and rescue.
- EOReader is a remote sensing open-source Python library reading optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
- Check out this list of platforms, libraries and other resources for creating map-centric storytelling apps.
