About Me
Ellen-Wien Augustijn is specialized in Agent-Based Modelling (ABM) and, in particular technical developments within the domain of ABM, like steering agent behaviour via Machine Learning.
Faculty of Geo-Information Science and Earth Observation (ITC), Department of Geo-information Processing (GIP)Research
Keywords in the research interest of Ellen-Wien Augustijn are Agent-based Modeling (ABM), Geocomputation and disease modeling.
Over the years Ellen-Wien developed a range of Agent-based simulation models for a variety of applications, ranging from evacuation, growth of informal settlements to disease diffusion. Ellen-Wien is specialized in spatial ABMs in which both the geo-environment and human behavior are important factors. Currently her research focuses on behavior change and the implementation of artificial intelligence in ABMs.
Publications
Recent
DelaPaz-Ruíz, N.
, Augustijn, E.-W.
, Farnaghi, M.
, & Zurita-Milla, R. (2024).
Modeling spatiotemporal domestic wastewater variability: Implications for measuring treatment efficiency.
Journal of environmental management,
351, Article 119680.
https://doi.org/10.1016/j.jenvman.2023.119680
Bakhshianlamouki, E.
, Augustijn, P. W. M.
, Brugnach, M. F.
, Voinov, A. A.
, & Wijnberg, K. M. (2023).
A participatory modelling approach to cognitive mapping of the socio-environmental system of sandy anthropogenic shores in the Netherlands.
Ocean & coastal management,
243, Article 106739.
https://doi.org/10.1016/j.ocecoaman.2023.106739
Augustijn, P. W. M.
, Aguilar Bolivar, R.
, & Abdulkareem, S. (2023).
Using machine learning to drive social learning in a Covid-19 Agent-Based Model. In P. van Oosterom, H. Ploeger, A. Mansourian, S. Scheider, R. Lemmens, & B. van Loenen (Eds.),
26th AGILE Conference on Geographic Information Science: Spatial data for design (Vol. 4, pp. 1-4). (AGILE: GIScience Series). Copernicus.
https://doi.org/10.5194/agile-giss-4-19-2023
Da Silva Mano, A.
, & Augustijn, P. W. M. (2023).
Teaching Geographic Information Science concepts with QGIS and the Living Textbook: Towards a sustainable and inclusive distance education. In M. Minghini, M. Ciolli, & G. Neziri (Eds.),
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: Free and Open Source Software for Geospatial (FOSS4G) 2023 – Academic Track (4/W7-2023 ed., Vol. 48, pp. 25-31). (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus.
https://doi.org/10.5194/isprs-archives-XLVIII-4-W7-2023-25-2023
Bakhshianlamouki, E.
, Augustijn, P. W. M.
, Wijnberg, K. M.
, Voinov, A. A.
, & Brugnach, M. F. (2023).
Using Agent-Based modelling to explore human impact on sandy beaches in the Netherlands. Abstract from NCK-days 2023, Delft, Netherlands.
https://www.nck-web.org/boa-2023/624-using-agent-based-modelling-to-explore-human-impact-on-sandy-beaches-in-the-netherlands
Lemmens, R., Albrecht, F., Lang, S., Casteleyn, S., Stelmaszczuk-Górska, M., Olijslagers, M.
, Belgiu, M., Granell, C.
, Augustijn, P. W. M., Pathe, C., Missoni-Steinbacher, E., & Monfort muriach, A. (2022).
Updating and using the EO4GEO Body of Knowledge for (AI) concept annotation.
AGILE: GIScience Series,
3, 1-6.
https://doi.org/10.5194/agile-giss-3-44-2022
Augustijn, P. W. M.
, Amer, S.
, Lemmens, R., & Bergquist, R. (2022).
Does the Geohealth domain require a body of knowledge?
Geospatial health,
17(2), Article 1171.
https://doi.org/10.4081/gh.2022.1171
Augustijn, P. W. M., Herwig, A., Chen, Y.
, & Abdulkareem, S. (2022).
Integration of governmental risk perception into a Covid-19 model for the Netherlands. In
Geographien der Gesundheit: Beitrage zum 50-jahrigen Bestehen des Arbeitskreises Medizinische Geographie und Geographische Gesundheitsforschung in der DGfG (Vol. 6, pp. 39-55)
Lemmens, R., Lang, S., Albrecht, F.
, Augustijn, P. W. M., Granell, C., Olijslagers, M., Pathe, C., Dubois, C., & Stelmaszczuk-Górska, M. (2022).
Integrating concepts of artificial intelliegence in the EO4GEO body of knowledge. In S. Zlatanova, G. Sithole, & J. Barton (Eds.),
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences : XXIV ISPRS Congress “Imaging today, foreseeing tomorrow”, Commission IV (B4-2022 ed., Vol. 43, pp. 53-59). (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives).
https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-53-2022
UT Research Information System
Courses Academic Year 2023/2024
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
Courses Academic Year 2022/2023
Projects
Currently Ellen-Wien Augustijn is involved in the
ReAShore project, working on modeling the use and management of Nature based Solutions for coastal landscapes. Ellen-Wien is also a project member of the
Kappa project, in which pollen allergies are modelled.
Contact Details
Visiting Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
Langezijds
(building no. 19), room 1340
Hallenweg 8
7522NH Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Geo-Information Science and Earth Observation
Langezijds
1340
P.O. Box 217
7500 AE Enschede
The Netherlands