School of Environmental Science, University of East Anglia, Norwich,
UK
Rainer Kiko
Sorbonne Université, Centre National de la Recherche Scientifique
(CNRS), Laboratoire d'Océanographie de Villefranche (LOV),
Villefranche-sur-Mer, France
GEOMAR Helmholtz Center for Ocean Research, Kiel, Germany
Fabien Lombard
Sorbonne Université, Centre National de la Recherche Scientifique
(CNRS), Laboratoire d'Océanographie de Villefranche (LOV),
Villefranche-sur-Mer, France
Institut Universitaire de France (IUF), Paris, France
Sorbonne Université, Centre National de la Recherche Scientifique
(CNRS), Laboratoire d'Océanographie de Villefranche (LOV),
Villefranche-sur-Mer, France
Using outputs of global biogeochemical ocean model and machine learning methods, we demonstrate that it will be possible to identify linkages between surface environmental and ecosystem structure and the export of carbon to depth by sinking organic particles using real observations. It will be possible to use this knowledge to improve both our understanding of ecosystem dynamics and of their functional representation within models.
Using outputs of global biogeochemical ocean model and machine learning methods, we demonstrate...