Earth system data cubes: Avenues for advancing earth system research

D Montero, G Kraemer, A Anghelea… - Environmental Data …, 2024 - cambridge.org
Recent advancements in Earth system science have been marked by the exponential
increase in the availability of diverse, multivariate datasets characterised by moderate to …

Facilitating advanced Sentinel-2 analysis through a simplified computation of Nadir BRDF Adjusted Reflectance

D Montero, MD Mahecha, C Aybar, C Mosig… - arxiv preprint arxiv …, 2024 - arxiv.org
The Sentinel-2 (S2) mission from the European Space Agency's Copernicus program
provides essential data for Earth surface analysis. Its Level-2A products deliver high-to …

Cautionary remarks on the planetary boundary visualisation

MD Mahecha, G Kraemer, F Crameri - Earth System Dynamics, 2024 - esd.copernicus.org
The planetary boundary (PB) concept has captured attention across academia and the
public alike. Its unique visual representation has been key to the development of the concept …

On-Demand Earth System Data Cubes

D Montero, C Aybar, C Ji, G Kraemer… - arxiv preprint arxiv …, 2024 - arxiv.org
Advancements in Earth system science have seen a surge in diverse datasets. Earth System
Data Cubes (ESDCs) have been introduced to efficiently handle this influx of high …

ml4xcube: Machine Learning Toolkits for Earth System Data Cubes

J Peters, A Neumann, M Jaeger, L Gienapp, J Umlauft - 2024 - eartharxiv.org
Rapidly changing climate conditions and the increase in extreme events are posing severe
challenges to human life and infrastructure, requiring sophisticated analytical capabilities for …

[PDF][PDF] The Moving Target of Visualization Software–Closing the Gap between Research and Application

C Gillmann, T Itoh, M Krone, A Lex… - NII Shonan Meeting …, 2024 - researchgate.net
Visualization, having matured within computer science, is now recognized as a vital tool for
data analysis across various fields. Its widespread adoption spans scientific research and …