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Trawling restrictions not only benefits fish and shellfish; anemones and corals are also becoming more common, according to a new study from the University of Gothenburg. Twenty-six years of underwater videos from the depths of the Koster Sea also show long-term changes in the ecosystem as the water becomes warmer.
The marine wildlife in Kosterhavet National Park has changed rapidly in recent years. The introduction of trawling restrictions in the area for the national park during the last 25 years, brought about a change in the living conditions for the animals that live on the seabed.
“Animals that capture nutrients through filtration, such as mussels, anemones and soft corals, do not thrive when bottom trawls stir up sediment from the seabed. Several of these species have recovered significantly,” says Matthias Obst, researcher on marine ecosystems at the University of Gothenburg and research leader in the project.
At the same time, the study shows that large and heat-sensitive species are declining at shallow depths in the Koster Fjord or are disappearing completely from the area. The most dramatic decline has been in the football sponge Geodia barretti, while the excavated fileclam Acesta excavata also declined steadily. Both animals are important components of the Koster Sea ecosystems as they build habitats for many other organisms.
The study was made possible thanks to a large treasure of underwater videos taken at a rock wall in Koster Sea. The wall has been filmed with an underwater robot during various study visits, teaching sessions and projects at the Tjärnö Marine Laboratory from 1997 onwards.
“The videos were stored on a number of thick hard drives that were kept on a shelf. We are lucky that the underwater photographers at the Tjärnö Marine Laboratory chose to keep this data until now, when we can use machines to go through it,” says Matthias Obst.
Without machine learning, it would have been impossible to analyse such a large number of underwater videos with varying quality and count the abundance of 17 different species over 26 years, 1997–2023. Master's student Christian Nilsson reviewed selected parts of the material and taught an AI object detection model to recognise characteristic features of each species.
In the end, the AI model had become so good that the results could be trusted. It took the model only a few hours to analyse 4.4 million images from the selected videos. The National Academic Infrastructure for Supercomputers in Sweden, NAISS, was used for this purpose.
“We now have a good timeline showing how the 17 species have increased and decreased over the 26 years covered by the data, but also how they have responded to increasingly warmer water temperatures. We see that heat-sensitive species are losing their living environment in shallow waters due to the warm temperatures there,” says Matthias Obst.
The study is part of the EU-funded program Digital Twin of the Ocean (DTO), which combines marine research with modern technology development for the sustainable management of our marine ecosystems. It shows that the protective measures implemented in the Kosterhavet National Park have been effective and are helping to bring balance to the ecosystem.
“But there are some organisms that may not be saved by the protective measures in the national park. Rising temperatures in the Koster Sea are driven by climate change, which is difficult to stop. For these species, it may be appropriate to find new areas with deeper water where these species can find refuge,” says Matthias Obst.
Contact: Matthias Obst, researcher on marine ecosystems at the Department of Marine Sciences, University of Gothenburg, telephone: +46 (0)76-618 38 27, e-mail: matthias.obst@marine.gu.se (speaks German)
https://doi.org/10.1002/ece3.72091
Applying Deep Learning to Quantify Drivers of Long-Term Ecological Change in a Swedish Marine Protected Area
The AI model was trained to recognise 17 different species that live on the sea slope in the Koster ...
Source: University of Gothenburg
Copyright: University of Gothenburg
Matthias Obst, researcher on marine ecosystems at the University of Gothenburg.
Source: Malin Arnesson
Copyright: Malin Arnesson
Criteria of this press release:
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Biology, Environment / ecology
transregional, national
Research results
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