Here is a free open access book including fundamentals and applications of Google Earth Engine. It suits users of all levels - from beginners to advanced users.
Remote-sensing
- This book will introduce you to the methods required for spatial programming. It focuses on building your core programming techniques while helping you carry out various geospatial tasks.
- Here you can find models for typical remote sensing tasks that demonstrate a novel rotated varied-size window attention method to advance the performance of plain vision transformers.
- This repository contains references to more than 60 recent transformers-based methods for different remote sensing problems and will be updated and maintained to include the latest transformers.
- This workshop presents and exemplifies a subset of GRASS GIS toolsets for satellite imagery data processing and analysis in combination with other core modules and add-ons.
- MetaEarth lets you download remote sensing data from any provider using a single config. Programmatic API usage is also available. However, the project is still very much under development.
- Transformers have achieved state of the art performance on remote sensing classification datasets and look set to make an impact on other common tasks such as segmentation and object detection.
- ESA has lots of free, online courses open that last a few weeks and are suitable for anyone. Learn how EO technology and data applications work, what the data looks like and how it can have an impact.
- This ebook teaches you the basics of remote sensing, aerial photos, satellites, preparing images for analysis, band transformation, image classification, and more.
- Espectro offers users the tools to query spectral indices from the Awesome Spectral Indices list. Additionally, users can visualize the required bands for an index computation.
