Examples of what can be done with EarthML. Each of these topics are available on examples.pyviz.org as self-contained, reproducible projects.
To learn how to use EarthML, see the Tutorial.
- Carbon Flux
Visualizing and estimating carbon flux at sites using fluxnet data.
- Heat and Trees
Analysis of how trees affect heat distribution in urban areas.
- Walker Lake
Visualizing the change in the NDVI over time for a great saline lake.
- Image Classification
Classifying satellite images using Keras+TensorFlow.
- Landsat Spectral Clusering
Unsupervised clustering of LANDSAT data
- Seattle Lidar
Visualizing lidar data over the Seattle area.