Deliverables
Eco-algorithm for machine-learning assessment of complex ecosystem interactions: Time series prediction learning algorithms using neuromorphic computing hardware that can derive new insights from the wide variety of sensors developed and presented, including publications.
Supervisory Board of the networkEB, SB and EAC established. Formal installation of governance structures finished.
Network-wide training eventsThe organisation of all NWTE
Scientific journal publications on key new findings in arctic ecosystem functioning by all WP1 ESRs The WP1 ESRs publish key findings of their InP in relevant earth sciences and multidisciplinary journals
Publications on the societal and scientific impact of big data applications in environmental sciencePublications on the societal and scientific impact of big data applications in environmental science ESR15 publishes findings of social and science context analysis in relevant scientific journals
Overarching publication of value of AI for analyzing small-scale ecosystem interactionsOverarching publication of value of AI for analyzing smallscale ecosystem interactions Coordinated by ESR13 a paper by the whole network is finished on key discoveries made by AI application in ForHot site
Progress reportProgress Report
Recruitment reportAll ESRs have been recruited and a report with names of all ESRs is published.
Final report on public stakeholder activitiesFinal report on public stakeholder activities Overview report of all outreach activities
At the end of FutureArctic a 20minute project movie is produced led by mediaservices of UAntwerpen During the project filming will occur during scientific work and training
SH factsheets online and regularly updatedSH factsheets online and regularly updated: We will publish dedicated interactive factsheets for four stakeholder groups on the website, and regularly update them.
All actions necessary related to participation of FutureArctic in the ORDP.
Publications
Author(s):
Bart Bussmann; Jannes Nys; Steven Latre
Published in:
Discovery Science : 24th International Conference, DS 2021, Halifax, Canada, October 11–13, 2021: proceedings, 2021
Publisher:
Springer
DOI:
10.1007/978-3-030-88942-5_35
Author(s):
Pranga, J., Borra Serrano, I., De Swaef, T., Aper, J., Ghesquiere, A., Roldán-Ruiz, I., Janssens, I., Ruysschaert, G. & Lootens, P.
Published in:
2021
Publisher:
International Society of Precision Agriculture
Author(s):
P. Pappinisseri Puluckul, M. Weyn
Published in:
IEEE 9th World Forum on Internet of Things, Aveiro, Portugal, 12-27 October 2023, 2023
Publisher:
IEEE 9th World Forum on Internet of Things
Author(s):
Pranga, J., Borra Serrano, I., Aper, J., Ghesquiere, A., Roldán-Ruiz, I., Janssens, I., Ruysschaert, G. & Lootens, P.
Published in:
21st Symposium of the European Grassland Federation, 2021
Publisher:
Grassland Science in Europe
Author(s):
Bussmann, Bart; Nys, Jannes; Latré, Steven
Published in:
Issue 1, 2020
Publisher:
arXiv
Author(s):
Metze D, Schnecker J, Canarini A, Fuchslueger L, Koch BJ, Stone BWG, Hausmann B, Schmidt H, Schaumberger A, Bahn M, Kaiser C, Richter A
Published in:
Nature Communications, 2023, ISSN 2041-1723
Publisher:
Nature Publishing Group
DOI:
10.1038/s41467-023-41524-y
Author(s):
Biplabi Bhattarai, Bjarni D Sigurdsson, Páll Sigurdsson, Niki Leblans, Ivan Janssens, Wendelien Meynzer, Arun Kumar Devarajan, Jaak Truu, Marika Truu, Ivika Ostonen
Published in:
Annals of Botany, 2023, ISSN 0305-7364
Publisher:
Oxford University Press
DOI:
10.1093/aob/mcad102
Author(s):
Kathiravan Meeran, Niel Verbrigghe, Johannes Ingrisch, Lucia Fuchslueger, Lena Müller, Páll Sigurðsson, Bjarni D. Sigurdsson, Herbert Wachter, Margarete Watzka, Jennifer L. Soong, Sara Vicca, Ivan A. Janssens, Michael Bahn
Published in:
Global Change Biology, 2023, ISSN 1354-1013
Publisher:
Blackwell Publishing Inc.
DOI:
10.1111/gcb.16851
Author(s):
Pavel Baykalov; Bart Bussmann; Richard Nair; Abraham George Smith; Gernot Bodner; Ofer Hadar; Naftali Lazarovitch; Boris Rewald
Published in:
Baykalov , P , Bussmann , B , Nair , R , Smith , A G , Bodner , G , Hadar , O , Lazarovitch , N & Rewald , B 2023 , ' Semantic segmentation of plant roots from RGB (mini-) rhizotron images—generalisation potential and false positives of established methods and advanced deep-learning models ' , Plant Methods , vol. 19 , no. 1 , 122 . https://doi.org/10.1186/s13007-023-01101-2, Issue 2, 2023, ISSN 1746-4811
Publisher:
BioMed Central
DOI:
10.1186/s13007-023-01101-2
Author(s):
Maarten Weyn; Priyesh Pappinisseri Puluckul
Published in:
Sensors, 2022, ISSN 1424-8220
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/s22134737
Author(s):
Ritesh Kumar Singh, Priyesh Pappinisseri Puluckul, Rafael Berkvens, Maarten Weyn
Published in:
Sensors, Issue 20/17, 2020, Page(s) 4794, ISSN 1424-8220
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/s20174794
Author(s):
Joanna Pranga; Irene Borra-Serrano; Jonas Aper; Tom De Swaef; An Ghesquiere; Paul Quataert; Isabel Roldán-Ruiz; Ivan A. Janssens; Greet Ruysschaert; Peter Lootens
Published in:
Remote Sensing, 2021, ISSN 2072-4292
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/rs13173459
Author(s):
Priyesh Pappinisseri Puluckul, Ritesh Kumar Singh, Maarten Weyn
Published in:
Internet of Things, 2024, ISSN 2542-6605
Publisher:
Elsevier
DOI:
10.1016/j.iot.2024.101060
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