machine learning

Open Repository for Geospatial Training Data Released

Radiant Earth has launched Radiant MLHub, a cloud-based open library for training geospatial data used by machine learning algorithms.

December 9, 2019

Using Machine Learning and Surface Deformation Data to Predict Earthquakes

There is no easy solution for earthquake prediction, but machine learning in particular has made forecasting far better.

January 13, 2020

Optimizing Traffic with Autonomous Vehicles and Machine Learning

One way to improve traffic is to integrate technologies within autonomous cars, particularly as they are forecast to be soon…

December 15, 2018

When AI Goes Wrong in Spatial Reasoning

Machines can learn ‘wrong’ or biased information, creating large problems and poor conclusions when it comes to spatial data.

January 2, 2019

Using Machine Learning and Satellite Imagery for Street Address Generation

Researchers from Facebook and MIT Labs have proposed a new methodology that uses machine learning and satellite imagery to generate…

February 25, 2019

Mapping Tree Species in Amazonia Using Satellite Imagery and Machine Learning

Researchers at the University of Turku have a developed a method of modeling tree species distribution in Peruvian lowland Amazonia using…

September 20, 2018

Detecting Storm Intensity from Satellite Imagery Using Machine Learning

The Deep Learning-based Hurricane Intensity Estimator is an experimental portal that uses machine learning techniques to analyze spatial patterns in infrared satellite…

September 11, 2018

Startups and the Future of Spatial Analysis

A growing number of startups are developing new approaches to advanced spatial analysis for everyday solutions across many fields and…

September 3, 2018

Forecasting Fire: Earth Observation and GIS

New techniques in GIS, remote sensing, and machine learning are incorporating land-based data along with temperature, precipitation and other weather…

July 22, 2018

Creating Ground-level Views from Satellite Imagery

Recreating a ground-level image and perspective using satellite imagery has only recently been developed.

July 21, 2018