Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- Energy
- District heating
- Computer Science
- Architecture and Spatial Planning
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Collaborations from the last five years
Projects
- 3 Finished
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FUME: Future Migration Scenarios for Europe
Hansen, H. S., Keßler, C., Georgati, M., Kveladze, I. & Diop, L. E. N.
01/12/2019 → 31/05/2023
Project: Research
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FLOW: Global flows of migrants and their impact on North European Welfare States
Larsen, C. A., Buchardt, M., Diop-Christensen, A., Keßler, C., Diop, L. E. N., Hansen, H. S., Li, J. H., Breidahl, K. N., Georgati, M., Jørgensen, M. B., Enemark, N. R., Ravn, R. L., Lund Thomsen, T., Hedegaard, T. F. & Andersen, J. G.
01/02/2018 → 31/07/2021
Project: Research
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BalticRIM: Baltic Sea Region Integrated Maritime Cultural Heritage Management
Schrøder, L., Hansen, H. S., Bonnevie, I. M., Georgati, M. & Wood, A. L. H.
01/10/2017 → 30/09/2020
Project: Research
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Research output
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Modeling population distribution: A visual and quantitative analysis of gradient boosting and deep learning models for multi-output spatial disaggregation
Georgati, M., Monteiro, J., Martins, B., Keßler, C. & Hansen, H. S., Apr 2024, In: Transactions in G I S. 28, 2, p. 130-153 24 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Analytics of historical human migration patterns: use cases of Amsterdam and Copenhagen
Kveladze, I., Georgati, M., Keßler, C. & Hansen, H. S., Dec 2023, Location Based Services. Taylor & Francis, Vol. 17. p. 426-446 21 p. (Journal of Location Based Services; No. 4, Vol. 17).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
2 Citations (Scopus) -
Disaggregation of population estimates at high spatial resolution with machine learning
Georgati, M., 2023, Aalborg Universitetsforlag.Research output: PhD thesis
Open AccessFile6 Downloads (Pure) -
Random Forest Variable Importance Measures for Spatial Dynamics: Case Studies from Urban Demography
Georgati, M., Hansen, H. S. & Keßler, C., Nov 2023, In: ISPRS International Journal of Geo-Information. 12, 11, 24 p., 460.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Downloads (Pure) -
Analysing spatio-temporal migration structures with gridded population data in Copenhagen, Denmark
Georgati, M., Elío, J., Kveladze, I., Keßler, C. & Hansen, H. S., 2 Sept 2022.Research output: Contribution to conference without publisher/journal › Conference abstract for conference › Research
Activities
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Gridded Population Data and Projections Using Machine Learning. Experiences from the FUME Project
Marina Georgati (Lecturer)
2023Activity: Talks and presentations › Talks and presentations in private or public companies
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Geoinformatics & Earth Observation [GEO]
Henning Sten Hansen (Other), Lise Schrøder (Other), Jamal Jokar Arsanjani (Other), Theresa Scavenius (Other), Carsten Keßler (Other), Ida Maria Bonnevie (Other), Irma Kveladze (Other), Marina Georgati (Other) & Aurelia Armoskaite (Other)
1 Jul 2021 → …Activity: Other
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Spatially Explicit Population Projections: The case of Copenhagen, Denmark
Marina Georgati (Lecturer)
2021Activity: Talks and presentations › Conference presentations
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Spatially Explicit Population Projections: The case of Copenhagen, Denmark
Marina Georgati (Lecturer)
2021Activity: Talks and presentations › Conference presentations
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Reasoning in GeoAI
Marina Georgati (Participant)
15 Oct 2020 → 21 Oct 2020Activity: Attending an event › Organisation or participation in workshops, courses, seminars, exhibitions or similar