# Data Centred Intelligent Geosciences: Research Agenda and Opportunities, Position Paper

arXiv: https://arxiv.org/abs/2209.02384 · HTML: https://mlsanity.com/paper/2209.02384/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
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- First posted on arXiv 20 Aug 2022.

## Abstract (arXiv)

This paper describes and discusses our vision to develop and reason about best practices and novel ways of curating data-centric geosciences knowledge (data, experiments, models, methods, conclusions, and interpretations). This knowledge is produced from applying statistical modelling, Machine Learning, and modern data analytics methods on geo-data collections. The problems address open methodological questions in model building, models' assessment, prediction, and forecasting workflows.