§ 04Research — papers, preprints, methods
Peer-reviewed papers
& working drafts.
Academic output on real-estate econometrics, geospatial methods and alternative-data pipelines.
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01
2025-11
Hedonic rent prediction across 15 EU metrosA parcel-level hedonic model combining PostGIS spatial joins, gradient boosting and amenity-weighted isochrones. Cross-validated out-of-sample; preprint under review.
PAPER
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02
2024-06
Agent-based simulation of neighbourhood turnoverCalibrated ABM for 10-year turnover in Amsterdam on Kadaster + CBS microdata. Robustness checks and sensitivity analyses across move-probability priors.
WORKING-PAPER
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03
2023-09
Parcel-level flood-risk classification for insurersSupervised classification on LiDAR, rainfall radar and cadastre features. Reports 90%+ balanced accuracy on held-out insurable-loss claims.
PAPER
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04
2024-02
Façade and commerce signals from street-view imageryCNN-based extraction of maintenance and retail-intensity signals from 4M frames across six European cities; inter-rater agreement and limitations.
PREPRINT
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05
2025-03
Sub-200ms isochrones on OSRM + GTFS: a replication noteMethodology note documenting routing-graph preprocessing, tile-cache strategy and measured p95 latency against three commercial baselines.
METHOD
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06
2024-10
Open cadastre data in the EU: a coverage reviewSurvey of cadastral data access and licensing across NL, DE, BE, FR, IT, ES. Tabulates fields, refresh cadence, and reproducibility gaps.
REVIEW
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