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
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, [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), [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
Bakhshianlamouki, E.
, Augustijn, P. W. M.
, Wijnberg, K. M.
, Voinov, A. A.
, & Brugnach, M. F. (2022).
Building the socio-biophysical cognitive model of sandy anthropogenic shores (SAS) in the Netherlands. 43-43. Abstract from NCK Days 2022, Enschede, Netherlands.
https://www.nck-web.org/boa-2022/497-building-the-socio-biophysical-cognitive-model-of-sandy-anthropogenic-shores-sas-in-the-netherlands
Asgarpour, S.
, Hartmann, A.
, Augustijn, P. W. M.
, & Dorée, A. (2022).
The Other Side of the Interdependency Coin: Identifying Coordination and Investment Opportunities for Infrastructure Systems.
Journal of Infrastructure Systems,
28(2), [04022011].
https://doi.org/10.1061/(ASCE)IS.1943-555X.0000678
UT Research Information System
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