Using elemental abundance, metals and algae to reconstruct hydrology

Using elemental abundance, metals and algae to reconstruct hydrology

In this subproject derived from my doctoral thesis, I reconstructed the vegetation, hydrology and fire of the area using seven different geochemical and biological techniques. Using several data mining techniques, such as hierachical clustering analysis, principal curves and regression, I identified periods of pronounced environmental change. Additionally, regional climatic events, such as the reactivation of the monsoon and sea level rise are reflected in the local ecosystems along a diversity of biogeochemical responses. Code available at: https://github.com/mariariveraaraya/Environmental_climate_change_Australia

Avatar
Maria Rivera Araya
Cloud data specialist and educator

My interests include cloud technologies, data engineering and environmental science.