Teaching machines to map the earth
Below are open source software projects I’ve developed. They’re all designed for working with earth observations data—like satellite or airborne imagery—to quantify how ecological systems are changing over time.
Species distribution modeling in python
Spectral libraries for global land cover mapping
Machine learning tools for species classification
Simple machine learning optimization