Innovative Analysis Ready Data (ARD) product and process requirements, software system design, algorithms and implementation at the midstream as necessary-but …

A Baraldi, LD Sapia, D Tiede, M Sudmanns… - Big Earth …, 2023 - Taylor & Francis
Aiming at the convergence between Earth observation (EO) Big Data and Artificial General
Intelligence (AGI), this two-part paper identifies an innovative, but realistic EO optical …

Emerging trends in big Earth data management and analysis

M Sudmanns, G Giuliani, D Tiede, H Augustin - Big Earth Data, 2023 - Taylor & Francis
Big Earth data are increasingly used in a variety of applications. At the same time,
technological developments happen rapidly and include Earth observation data cubes …

Time-first approach for land cover mapping using big Earth observation data time-series in a data cube–a case study from the Lake Geneva region (Switzerland)

G Giuliani - Big Earth Data, 2024 - Taylor & Francis
Accurate, consistent, and high-resolution Land Use & Cover (LUC) information is
fundamental for effectively monitoring landscape dynamics and better apprehending drivers …

Guidelines for the Creation of Analysis Ready Data

H Phillips, A Price, O Forbes, C Boulange… - arXiv preprint arXiv …, 2024 - arxiv.org
Globally, there is an increased need for guidelines to produce high-quality data outputs for
analysis. There is no framework currently exists providing guidelines for a comprehensive …