Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 13 Climate Action -
SDG 14 Life Below Water -
SDG 15 Life on Land
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Dive into the research topics where Michael Arthur St John is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
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Deep learning models to identify drivers of chlorophyll-a dynamics in the Atlantic Ocean
Chauhan, A., Smith, P. A. H., Rodrigues, F., Christensen, A., Nardelli, B. B., John, M. S. & Mariani, P., 2026, In: Progress in Oceanography. 247, 17 p., 103782.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Identifying drivers and dynamics of phytoplankton in the Black Sea: application of a neural emulator
Smith, P. A. H., Chauhan, A., Grégoire, M., Vandenbulcke, L., Rodrigues, F., Christensen, A., St John, M. A. & Mariani, P., 2026, In: Frontiers in Marine Science. 13, 20 p., 1760162.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile15 Downloads (Orbit) -
Deep Learning Models to Identify Seasonal Drivers of Chlorophyll Changes in the Atlantic Ocean
Chauhan, A., Smith, P. A. H., Rodrigues, F., Christensen, A., Nardelli, B. B., St John, M. A. & Mariani, P., 2025.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
Open AccessFile6 Downloads (Orbit) -
Understanding Drivers of Phytoplankton Variability in the Black Sea Using Convolutional Neural Networks
Smith, P. A. H., Chauhan, A., Christensen, A., St John, M. A., Rodrigues, F. & Mariani, P., 2025.Research output: Contribution to conference › Conference abstract for conference › Research
Open AccessFile11 Downloads (Orbit) -
Co-benefits of and trade-offs between natural climate solutions and Sustainable Development Goals
Mariani, G., Moullec, F., Atwood, T. B., Clarkson, B., Conant, R. T., Cullen-Unsworth, L., Griscom, B., Gutt, J., Howard, J., Krause-Jensen, D., Leavitt, S. M., Lee, S. Y., Livesley, S. J., Macreadie, P. I., St-John, M., Zganjar, C., Cheung, W. W. L., Duarte, C. M., Shin, Y. J. & Singh, G. G. & 3 others, , 2024, In: Frontiers in Ecology and the Environment. 22, 10, 10 p., e2807.Research output: Contribution to journal › Review › peer-review
Open AccessFile12 Downloads (Orbit)
Projects
- 15 Finished
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Big data analytics to support ecosystem-based risk management of marine ecosystems
Smith, P. A. H. (PhD Student), Mariani, P. (Main Supervisor), Christensen, A. (Supervisor), St John, M. A. (Supervisor), Burchard, H. (Examiner) & Jochum, M. (Examiner)
01/01/2022 → 05/10/2025
Project: PhD
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Resolving marine ecosystem dynamics in time and space with machine learning approaches
Chauhan, A. (PhD Student), Mariani, P. (Main Supervisor), Rodrigues, F. (Supervisor), St John, M. A. (Supervisor), Jochum, M. (Examiner) & Solidoro, C. (Examiner)
01/10/2021 → 11/03/2025
Project: PhD
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BRIDGE-BS: Advancing Black Sea research and innovation to co-develop blue growth within resilient ecosystems (107314)
John, M. S. (PI), Grigorov, I. (PI), Mariani, P. (PI) & Christensen, A. (PI)
01/06/2021 → 31/05/2026
Project: Research
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MISSION ATLANTIC: Towards the Sustainable Development of the Atlantic Ocean: Mapping and Assessing the present and future status of Atlantic marine ecosystems under the influence of climate change and exploitation (107224)
Mariani, P. (Project Coordinator), St. John, M. (PI), Lindegren, M. (PI), Grigorov, I. (PI), Brown, E. J. (PI) & Willandsen, M.-B. (Project Participant)
01/09/2020 → 31/08/2025
Project: Research
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MEESO: Ecologically and economically sustainable mesopelagic fisheries (107825)
Nielsen, J. R. (Project Manager), Neuenfeldt, S. (Project Participant), Bastardie, F. (Project Participant), Berg, C. W. (Project Participant), Kokkalis, A. (Project Participant), St. John, M. (Project Participant), Mariani, P. (Project Participant), Mildenberger, T. (Project Participant) & Rufener, M.-C. (Project Participant)
01/09/2019 → 31/08/2023
Project: Research