Conference paper Open Access

BACI: Towards a Biosphere Atmosphere Change Index - Detection of extreme events in the biosphere

Yanira Guanche Garcia; Maha Shadaydeh; Miguel Mahecha; Markus Reichstein; Joachim Denzler

Technological developments from last decades offer unprecedented opportunities to monitor the Earth system. International research projects like BACI are joint efforts to provide free-of-charge, unified and high quality Earth Observations and the development of tools to analyze them. The ability to detect and monitor anomalous behaviour in multivariate environmental time series is crucial. These events are signals of changes in the underlying dynamical system and their detection can be used as an early-warning system for land ecosystems. In this study we present a methodology to detect these anomalies in biosphere data by a combination of a multivariate autoregressive model together with a distance measure. This work is framed within the EU-funded project BACI 'Detecting changes in essential ecosystem and biodiversity properties - towards a Biosphere Atmosphere Change Index'.

Files (11.2 MB)
Name Size
BSE_Guanche18.pdf
md5:97aaa1487a1443970c5fb5a715a1f109
11.2 MB Download
35
31
views
downloads
All versions This version
Views 3535
Downloads 3131
Data volume 345.7 MB345.7 MB
Unique views 2626
Unique downloads 2727

Share

Cite as