Gaussian processes for earth observation time series data analysis

less than 1 minute read

Published: October 04, 2020

(Coming soon) This post will show you why GPs are an excellent tool to analyse satellite data and how to fit GPs to model data retrieved from the Google Earth Engine platform using the python API

Twitter Facebook LinkedIn

Flood mapping from Sentinel-1 data directly in QGIS using a GEE python plug-in

7 minute read

Published: October 24, 2020

In this post we will explore a flood mapping application from freely available remote sensing imagery. Specifically we will use Synthetic Aperture Radar data from the Sentinel-1 satellite.

Near-real time monitoring system: Brief overview to Gaussian process state space models GPSS

4 minute read

Published: October 14, 2020

This blog post presents a brief introduction to Gaussian Process State Space models (GPSS) and how it can be used as a near-real time monitoring framework.

Earth Engine python API installation

1 minute read

Published: February 04, 2020

This blog shows you how to install the Google Earth Engine python API and get you ready to work with it.

Cristian Silva-Perez

Flood mapping from Sentinel-1 data directly in QGIS using a GEE python plug-in

Near-real time monitoring system: Brief overview to Gaussian process state space models GPSS

Earth Engine python API installation