Digital twins for understanding forest disturbances and recovery from space

Project Information

SPACETWIN

Grant agreement ID: 101039795

DOI

10.3030/101039795

EC signature date 20 March 2022

Start date 1 November 2022

End date 31 October 2027

Funded under

• European Research Council (ERC)

Total cost

€ 1 498 859,00

EU contribution

€ 1 498 859,00

Coordinated by

UNIVERSITEIT GENT
Belgium

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

Other (1)

Data Management Plan

Publications

Peer reviewed articles (10)

THREE-DIMENSIONAL DEEP LEARNING FOR LEAF-WOOD SEGMENTATION OF TROPICAL TREE POINT CLOUDS

Author(s): W. A. J. Van den Broeck, L. Terryn, W. Cherlet, Z. T. Cooper, K. Calders
Published in: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Issue XLVIII-1/W2-2023, 2023, ISSN 2194-9034
Publisher: Copernicus GmbH
DOI: 10.5194/isprs-archives-XLVIII-1-W2-2023-765-2023

AI applications in forest monitoring need remote sensing benchmark datasets

Author(s): Lines, Emily; Allen, Matt; Cabo, Carlos; Calders, Kim; Debus, Amandine; Grieve, Stuart; Miltiadou, Milto; Noach, Adam; Owen, Harry; Puliti, Stefano
Published in: IEEE International Conference on Big Data, 2022, ISSN 2639-1589
Publisher: IEEE
DOI: 10.48550/arxiv.2212.09937

International Journal of Applied Earth Observation and Geoinformation

Author(s): Cao, Y; Ball, JGC; Coomes, DA; Steinmeier, L; Knapp, N; Wilkes, P; Disney, M; Calders, K; Burt, A; Lin, Y; Jackson, TD
Published in: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2023, ISSN 1569-8432
Publisher: Elsevier
DOI: 10.17863/cam.101541

<i>LeafGen</i>: Leaf generation in <scp>3D</scp> tree models

Author(s): Pietari Mönkkönen, Wouter Van den Broeck, Simo Ali‐Löytty, Kim Calders, Pasi Raumonen
Published in: Methods in Ecology and Evolution, 2025, ISSN 2041-210X
Publisher: Wiley
DOI: 10.1111/2041-210X.70080

Methods in Ecology and Evolution

Author(s): Puliti, S; Lines, ER; Müllerová, J; Frey, J; Schindler, Z; Straker, A; Allen, MJ; Winiwarter, L; Rehush, N; Hristova, H; Murray, B; Calders, K; Coops, N; Höfle, B; Irwin, L; Junttila, S; Krůček, M; Krok, G; Král, K; Levick, ; Luck, L; Missarov, A; Mokroš, M; Owen, HJF; Stereńczak, K; Pitkänen, TP; Puletti, N; Saarinen, N; Hopkinson, C; Terryn, L; Torresan, C; Tomelleri, E; Weiser, H; Astrup, R
Published in: Methods in Ecology and Evolution, 2025, ISSN 2041-210X
Publisher: Wiley
DOI: 10.17863/CAM.115379

A Review of Software Solutions to Process Ground-based Point Clouds in Forest Applications

Author(s): Murtiyoso, Arnadi; Cabo, Carlos; Singh, Arunima; Obaya, Dimas Pereira; Cherlet, Wout; Stoddart, Jaz; Fol, Cyprien Raymi; Beloiu Schwenke, Mirela; Rehush, Nataliia; Stereńczak, Krzysztof; Calders, Kim; Griess, Verena Christiane; Mokroš, Martin
Published in: CURRENT FORESTRY REPORTS, 2024, ISSN 2198-6436
Publisher: springer
DOI: 10.3929/ethz-b-000690813

The impact of leaf-wood separation algorithms on aboveground biomass estimation from terrestrial laser scanning

Author(s): Shilin Chen, Hans Verbeeck, Louise Terryn, Wouter A.J. Van den Broeck, Matheus Boni Vicari, Mathias Disney, Niall Origo, Di Wang, Zhouxin Xi, Chris Hopkinson, Wenxia Dai, Meilian Wang, Sruthi M. Krishna Moorthy, Jie Shao, Roberto Ferrara, David W. MacFarlane, Kim Calders
Published in: Remote Sensing of Environment, Issue 318, 2025, ISSN 0034-4257
Publisher: Elsevier BV
DOI: 10.1016/J.RSE.2024.114581

StrucNet: a global network for automated vegetation structure monitoring

Author(s): Calders, Kim; Brede, Benjamin; Newnham, Glenn; Culvenor, Darius; Armston, John; Bartholomeus, Harm; Griebel, Anne; Hayward, Jodie; Junttila, Samuli; Lau, Alvaro; Levick, Shaun; Morrone, Rosalinda; Origo, Niall; Pfeifer, Marion; Verbesselt, Jan; Herold, Martin
Published in: REMOTE SENSING IN ECOLOGY AND CONSERVATION, 2023, ISSN 2056-3485
Publisher: Wiley
DOI: 10.1002/rse2.333

Remote Sensing

Author(s): Tom E. Verhelst; Kim Calders; Andrew Burt; Miro Demol; Barbara D’hont; Joanne Nightingale; Louise Terryn; Hans Verbeeck
Published in: Remote Sensing, 2024, ISSN 2072-4292
Publisher: MDPI
DOI: 10.3390/rs16234560

Methods in Ecology and Evolution

Author(s): Phil Wilkes; Mathias Disney; John Armston; Harm Bartholomeus; Lisa Bentley; Benjamin Brede; Andrew Burt; Kim Calders; Cecilia Chavana‐Bryant; Daniel Clewley; Laura Duncanson; Brieanne Forbes; Sean Krisanski; Yadvinder Malhi; David Moffat; Niall Origo; Alexander Shenkin; Wanxin Yang
Published in: Methods in Ecology and Evolution, 2022, ISSN 2041-210x
Publisher: John Wiley and Sons Inc.
DOI: 10.1101/2022.12.07.518693

Conference proceedings (3)

Benchmarking Instance Segmentation in Terrestrial Laser Scanning Forest Point Clouds

Author(s): Wout Cherlet, Zane Cooper, Wouter A.J. Van Den Broeck, Mathias Disney, Niall Origo, Kim Calders
Published in: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, 2024
Publisher: IEEE
DOI: 10.1109/IGARSS53475.2024.10642025

THREE-DIMENSIONAL DEEP LEARNING FOR LEAF-WOOD SEGMENTATION OF TROPICAL TREE POINT CLOUDS

Author(s): W. A. J. Van den Broeck; L. Terryn; W. Cherlet; Z. T. Cooper; K. Calders
Published in: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023
Publisher: ISPRS
DOI: 10.5194/isprs-archives-xlviii-1-w2-2023-765-2023

Upscaling drought disturbance monitoring in the Amazon forests by combining terrestrial laser scanning and field spectroscopy

Author(s): Van den Broeck, Wouter; Cooper, Zane; Cherlet, Wout; Calders, Kim; Meir, Patrick; da Costa, Antonio Carlos Lola
Published in: 13th EARSeL Workshop on Imaging Spectroscopy, Abstracts, 2024
Publisher: Earsel