Topics¶

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.

Contents:

• 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.

  

• GrabCut

  An example from the EarthSim project for using the GrabCut algorithm with OpenCV to extract a coastline from a satellite image.