Research output per year
Research output per year
Personal profile
Personal information
Alex Levering is an Assistant Professor in socio-cultural landscape interactions. His background is in remote sensing and geo-information sciences, with a specialisation in computer vision methods. His research focuses on studying the semantics of landscapes from image materials in both natural and urban environments. He has studied how well landscape quality preferences can be predicted using computer vision methods. He has also studied the interpretability of GeoAI models, the combination of visual and non-visual information for predictive models, and approaches for modelling with small datasets.
Expertise
Landscape qualities, remote sensing, artificial intelligence, computer vision.
Education
2024: PhD in Remote Sensing, Wageningen University, the Netherlands.
2019: MSc in geo-information sciences and remote sensing. Laboratory of Geo-Information Sciences, Wageningen University.
2016: BSc water management, Hogeschool Zeeland.
Ancillary activities
No ancillary activities
Ancillary activities are updated daily
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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
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Prompt-guided and multimodal landscape scenicness assessments with vision-language models
Levering, A., Marcos, D., Jacobs, N. & Tuia, D., Sept 2024, In: PLoS ONE. 19, 9, p. 1-17 17 p., e0307083.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access -
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes
Obadic, I., Levering, A., Pennig, L., Oliveira, D., Marcos, D. & Zhu, X., 2024, 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW): [Proceedings]. IEEE Computer Society, p. 575-584 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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Predicting the liveability of Dutch cities with aerial images and semantic intermediate concepts
Levering, A., Marcos, D., van Vliet, J. & Tuia, D., 15 Mar 2023, In: Remote Sensing of Environment. 287, p. 1-14 14 p., 113454.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access -
Time Series Analysis of Urban Liveability
Levering, A., Marcos, D. & Tuia, D., 2023, 2023 Joint Urban Remote Sensing Event, JURSE 2023. Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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Geoinformation Harvesting From Social Media Data: A community remote sensing approach
Zhu, X. X., Wang, Y., Kochupillai, M., Werner, M., Haberle, M., Hoffmann, E. J., Taubenbock, H., Tuia, D., Levering, A., Jacobs, N., Kruspe, A. & Abdulahhad, K., 1 Dec 2022, In: IEEE Geoscience and Remote Sensing Magazine. 10, 4, p. 150-180Research output: Contribution to Journal › Article › Academic › peer-review
Projects
- 1 Active
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Guidíng human settlements towards sustainable development
van Vliet, J., Rosier, J., Bakker, V., Hackbarth, T. X., de Bruin, S. & Levering, A.
1/09/19 → 31/12/24
Project: Research