AIML Challenges

Earth Surface Dynamics Modeling: AI&ML Training Data

The idea here is to serve datasets that can be used to compare the performance of different ML methods, such as Neural Networks, Random Forest and their variants. The data can also be used for education in the subject.

1. The Seabed Offshore of NE USA

This Dataset may be found at the CSDMS Substrates Dataset page. The Zipfile holds Documentation, Training Data and a Starter Python program. The data come from the system 'dbSEABED' (link).

Any questions: email Dr Chris Jenkins (chris.jenkins@colorado.edu) at INSTAAR, University of Colorado Boulder.

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  Example outputs of mapped Seabed Character