Integrating diverse model results into decision support for good environmental status and blue growth
Sustainable environmental management needs to consider multiple ecological and societal objectives simultaneously while accounting for the many uncertainties arising from natural variability, insufficient knowledge about the system's behaviour leading to diverging model projections, and changing ecosystem.
In this paper we demonstrate how a Bayesian network- based decision support model can be used to summarize a large body of research and model projections about potential management alternatives and climate scenarios for the Baltic Sea. We demonstrate how this type of a model can act as an emulator and ensemble, integrating disciplines such as climatology, biogeochemistry, marine and fisheries ecology as well as economics. Further, Bayesian network models include and present the uncertainty related to the predictions, allowing evaluation of the uncertainties, precautionary management, and the explicit consideration of acceptable risk levels.
The Baltic Sea example also shows that the two biogeochemical models frequently used in future projections give considerably different predictions. Further, inclusion of parameter uncertainty of the food web model increased uncertainty in the outcomes and reduced the predicted manageability of the system. The model allows simultaneous evaluation of environmental and economic goals, while illustrating the uncertainty of predictions, providing a more holistic view of the management problem.
General news | 2023-09-19
New Google.org grant funds Centre research on AI-powered climate risk tool
Google.org has awarded five million US dollars to a group of scientists, including Centre researchers, to develop and scale ClimateIQ , an artificial intelligence-powered climate risk evaluation tool for cities
General news | 2023-09-19
Researchers and chefs team up for a sustainable lunch week
“Risotto on Swedish oat-rice, with apple cider vinegar, blue mussels from Bohuslän, parsley, and grated Svecia cheese”. That’s one of the science-cooked dishes that guests can enjoy at “A Planetary Lunch” — an experimental lunch week at Stockholm university
Research news | 2023-09-14
The SDGs are not on track — new report outlines what needs to happen
Humanity is set to miss the Sustainable Development Goals. But decisive and timely policy actions can kickstart extraordinary turnarounds and a giant leap toward achieving the SDGs
Research news | 2023-09-13
All planetary boundaries mapped out for the first time, six of nine crossed
For the first time, an international team of scientists is able to provide a detailed outline of planetary resilience by mapping out all nine boundary processes that define a safe operating space for humanity.
General news | 2023-09-04
Centre secures 28 MSEK research funding in two new Formas grants
The two grants worth 14 million SEK each will focus on the intersection of climate, water and biodiversity
General news | 2023-08-30
Science and music met as Centre research was presented in a concert at the Baltic Sea Festival
“Dialogues” premiered – a piece of music written about Carolin Seiferth’s PhD research