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CORDIS - EU research results
CORDIS

A glimpse into the Arctic future: equipping a unique natural experiment for next-generation ecosystem research

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Eco-algorithm for machine-learning assessment of complex ecosystem interactions (opens in new window)

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 network (opens in new window)

EB, SB and EAC established. Formal installation of governance structures finished.

Network-wide training events (opens in new window)

The organisation of all NWTE

Publications on key new findings in arctic ecosystem functioning by all WP1 ESRs (opens in new window)

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 science (opens in new window)

Publications 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 interactions (opens in new window)

Overarching 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 report (opens in new window)

Progress Report

Recruitment report (opens in new window)

All ESRs have been recruited and a report with names of all ESRs is published.

Final report on public stakeholder activities (opens in new window)

Final report on public stakeholder activities Overview report of all outreach activities

FutureArctic project movie online (opens in new window)

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 updated (opens in new window)

SH factsheets online and regularly updated: We will publish dedicated interactive factsheets for four stakeholder groups on the website, and regularly update them.

Data Management Plan (opens in new window)

All actions necessary related to participation of FutureArctic in the ORDP.

Publications

Neural Additive Vector Autoregression Models for Causal Discovery in Time Series (opens in new window)

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

Biomass estimations of perennial ryegrass using UAV-based multispectral bands and vegetation indices

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

InfiniteEn: A Multi-Source Energy Harvesting System with Load Monitoring Module for Batteryless Internet of Things

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

Predicting herbage yield in perennial ryegrass breeding trials using UAV derived data and machine learning

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

Neural Additive Vector Autoregression Models for Causal Discovery in Time Series Data

Author(s): Bussmann, Bart; Nys, Jannes; Latré, Steven
Published in: Issue 1, 2020
Publisher: arXiv

Microbial growth under drought is confined to distinct taxa and modified by potential future climate conditions (opens in new window)

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

Soil warming duration and magnitude affect the dynamics of fine roots and rhizomes and associated C and N pools in subarctic grasslands (opens in new window)

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

Individual and interactive effects of warming and nitrogen supply on CO2 fluxes and carbon allocation in subarctic grassland (opens in new window)

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

Semantic segmentation of plant roots from RGB (mini-) rhizotron images—generalisation potential and false positives of established methods and advanced deep-learning models (opens in new window)

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

Battery-Less Environment Sensor Using Thermoelectric Energy Harvesting from Soil-Ambient Air Temperature Differences (opens in new window)

Author(s): Maarten Weyn; Priyesh Pappinisseri Puluckul
Published in: Sensors, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22134737

Energy Consumption Analysis of LPWAN Technologies and Lifetime Estimation for IoT Application (opens in new window)

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

Improving Accuracy of Herbage Yield Predictions in Perennial Ryegrass with UAV-Based Structural and Spectral Data Fusion and Machine Learning (opens in new window)

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

TEGBed: A thermal energy harvesting testbed for batteryless internet of things (opens in new window)

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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