Satellite-imagery Libraries

Extracting roads is challenging due to the occlusions caused by other objects and the complex traffic environment In instance segmentation, each individual 'instance' of a segmented area is given a u…

Here are a number of examples that show how this tool can be used. Display a 3.5 billion pixel single-band image (3.3GB) using only 467KB over a SSH connection. If your bands are located in seperate …

Additionally, it also provides multiple methods for computing land surface emissivity. It is targeted towards supporting research and science workflows in many fields including climate science, earth…

Scroll down to learn how to set it up on your machine, or stay up here for some examples. Once you've set everything up, run the following command: For example, the following invocation will create t…

This repository contains the code and models for the paper Meraner, A., Ebel, P., Zhu, X. X., & Schmitt, M. (2020). Cloud removal in Sentinel-2 imagery using a deep residual neural network and SA…

Satellite imagery has become a primary data source in the natural sciences, economics, archaeology, sustainability, national security & defence, and many other domains which utilize geospatial in…

Meteorological journal articles mentioning or using machine learning is growing rapidly (see figure above or Figure 1 in the paper; Data are derived from Clarivate Web of Science). Since there is suc…