publications.bib

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%% https://bibdesk.sourceforge.io/

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@article{2026_jag_rre,
	author = {Siqin Wang and Xiao Huang and Filip Biljecki and Francisco Rowe and Veruska Muccione},
	date-added = {2026-03-20 20:20:43 +0800},
	date-modified = {2026-03-20 20:20:43 +0800},
	doi = {10.1016/j.jag.2026.105239},
	journal = {International Journal of Applied Earth Observation and Geoinformation},
	pages = {105239},
	title = {Advancing sustainable geospatial analytics and geoinformatics through repeatable, reproducible, and expandable (RRE) framework and design},
	volume = {149},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.jag.2026.105239}}

@article{2026_land_greenery,
	author = {Quintana, Matias and Liu, Fangqi and Torkko, Jussi and Gu, Youlong and Liang, Xiucheng and Hou, Yujun and Ito, Koichi and Zhu, Yihan and Abdelrahman, Mahmoud and Toivonen, Tuuli and Lu, Yi and Biljecki, Filip},
	date-added = {2026-03-07 17:56:46 +0800},
	date-modified = {2026-03-07 17:56:46 +0800},
	doi = {10.1016/j.landurbplan.2026.105618},
	journal = {Landscape and Urban Planning},
	pages = {105618},
	title = {It is not always greener on the other side: Greenery perception across demographics and personalities in multiple cities},
	volume = {271},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.landurbplan.2026.105618}}

@misc{2025_aaai_reasoning,
	archiveprefix = {arXiv},
	author = {Sijie Yang and Jiatong Li and Filip Biljecki},
	date-added = {2026-02-22 17:52:09 +0800},
	date-modified = {2026-02-22 17:52:14 +0800},
	eprint = {2511.05375},
	primaryclass = {cs.AI},
	title = {Reasoning Is All You Need for Urban Planning AI},
	url = {https://arxiv.org/abs/2511.05375},
	year = {2025},
	bdsk-url-1 = {https://arxiv.org/abs/2511.05375}}

@article{2026_ijprs_gnn,
	author = {Liang, Xiucheng and Yap, Winston and Biljecki, Filip},
	date-added = {2026-02-21 09:23:31 +0800},
	date-modified = {2026-02-21 09:23:31 +0800},
	doi = {10.1016/j.isprsjprs.2026.02.016},
	journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
	pages = {185--204},
	title = {Heterogeneous graph neural networks for building attribute prediction from hierarchical urban features and cross-view imagery},
	volume = {234},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.isprsjprs.2026.02.016}}

@article{2026_autcon_lod3,
	author = {Ma, Rui and Yang, Chendi and Chen, Jiayu and Biljecki, Filip and Li, Xin},
	date-added = {2026-02-21 09:23:29 +0800},
	date-modified = {2026-02-21 09:23:29 +0800},
	doi = {10.1016/j.autcon.2026.106842},
	journal = {Automation in Construction},
	pages = {106842},
	title = {Street view imagery-based method for reconstructing 3D building fa{\c c}ade openings},
	volume = {184},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.autcon.2026.106842}}

@article{2026_epb_unveiling,
	author = {Zhu, Yihan and Brenken, Markus and Biljecki, Filip and Zhang, Ye},
	date-added = {2026-02-13 08:36:08 +0800},
	date-modified = {2026-02-13 08:36:12 +0800},
	doi = {10.1177/23998083251369143},
	journal = {Environment and Planning B: Urban Analytics and City Science},
	number = {1},
	pages = {49--67},
	title = {Unveiling the Meaning in the Image of the City: A Novel Approach Using Place Reviews and Large Language Models},
	volume = {53},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1038/s41893-025-01615-8}}

@article{2026_epb_waterway,
	author = {Liu, Pengyuan and Wang, Yuan and De Sabbata, Stef and Lei, Binyu and Biljecki, Filip and Tang, Jing and Stouffs, Rudi},
	date-added = {2026-02-13 08:35:49 +0800},
	date-modified = {2026-02-13 08:36:00 +0800},
	doi = {10.1177/23998083251358527},
	journal = {Environment and Planning B: Urban Analytics and City Science},
	number = {2},
	pages = {453--469},
	title = {Living upon networks: A heterogeneous graph neural embedding integrating waterway and street systems for urban form understanding},
	volume = {53},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1177/23998083251358527}}

@article{2026_bae_visual,
	author = {Zhu, Lujia and Samuelson, Holly W. and Biljecki, Filip and Tan, Chun Liang and Wong, Nyuk Hien and Ang, Yu Qian},
	date-added = {2026-02-13 08:35:11 +0800},
	date-modified = {2026-02-13 08:35:11 +0800},
	doi = {10.1016/j.buildenv.2026.114322},
	journal = {Building and Environment},
	pages = {114322},
	title = {Visual determinants of outdoor thermal comfort: integrating explainable AI and perceptual assessments},
	volume = {293},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2026.114322}}

@article{2026_epb_urbanai,
	author = {Knoblauch, Steffen and Li, Hao and Biljecki, Filip and Li, Wenwen and Zipf, Alexander},
	date-added = {2026-02-13 08:35:00 +0800},
	date-modified = {2026-02-13 08:35:00 +0800},
	doi = {10.1177/23998083261418565},
	journal = {Environment and Planning B: Urban Analytics and City Science},
	number = {2},
	pages = {255--262},
	title = {Urban AI for a sustainable built environment: Progress and future directions},
	volume = {53},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1177/23998083261418565}}

@article{2026_jag_buildingmultiview,
	author = {Li, Zongrong and Su, Yunlei and Biljecki, Filip and Zhao, Wufan},
	date-added = {2026-02-13 08:34:13 +0800},
	date-modified = {2026-02-13 08:34:13 +0800},
	doi = {10.1016/j.jag.2025.105034},
	journal = {International Journal of Applied Earth Observation and Geoinformation},
	pages = {105034},
	title = {BuildingMultiView: Powering multi-scale building characterization with large language models and Multi-perspective imagery},
	volume = {146},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.jag.2025.105034}}

@article{2026_iscience_geoai,
	author = {Song, Yongze and Biljecki, Filip and Camps-Valls, Gustau and Atkinson, Peter M.},
	date-added = {2025-12-30 06:04:03 +0100},
	date-modified = {2025-12-30 08:44:19 +0100},
	doi = {10.1016/j.isci.2025.114407},
	journal = {iScience},
	number = {1},
	pages = {114407},
	title = {{GeoAI: Beyond mapping earth and cities through explainability, adaptability, and sustainability}},
	volume = {29},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.isci.2025.114407}}

@article{2026_ijgis_gnn,
	author = {Liu, Pengyuan and Chen, Yang and Liang, Xiucheng and Li, Hao and Biljecki, Filip and Stouffs, Rudi},
	date-added = {2025-12-30 06:03:38 +0100},
	date-modified = {2025-12-30 06:04:02 +0100},
	doi = {10.1080/13658816.2025.2597971},
	journal = {International Journal of Geographical Information Science},
	pages = {1--39},
	title = {A graph neural network for small-area estimation: integrating spatial regularisation, heterogeneous spatial units, and Bayesian inference},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1080/13658816.2025.2597971}}

@article{2025_cisbat_coolquiet,
	author = {Miller, C and Ibrahim, M and Akbar, I S and Picchetti, B and Chua, Y X and Frei, M and Biljecki, F and Chong, A and Quintana, M and Fu, C},
	date-added = {2025-11-30 15:03:38 +0800},
	date-modified = {2025-11-30 15:03:38 +0800},
	doi = {10.1088/1742-6596/3140/11/112017},
	journal = {Journal of Physics: Conference Series (International Conference CISBAT)},
	number = {11},
	pages = {112017},
	title = {The Cool, Quiet City machine learning competition: Overview and results},
	volume = {3140},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1088/1742-6596/3140/11/112017}}

@article{2025_cisbat_dt_interfaces,
	author = {Wang, D and Lim, J and Ignatius, M and Fujiwara, K and Gottkehaskamp, B G and Biljecki, F and Wong, N H and Miller, C},
	date-added = {2025-11-30 15:03:38 +0800},
	date-modified = {2025-11-30 15:03:38 +0800},
	doi = {10.1088/1742-6596/3140/20/082017},
	journal = {Journal of Physics: Conference Series (International Conference CISBAT)},
	number = {8},
	pages = {082017},
	title = {Enhancing urban digital twin interfaces to support thermal comfort planning},
	volume = {3140},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1088/1742-6596/3140/20/082017}}

@article{2025_cisbat_thermalwalk,
	author = {Gottkehaskamp, B G and Ignatius, M and Lim, J and Fujiwara, K and Hepf, C and Biljecki, F and Miller, C},
	date-added = {2025-11-30 15:03:38 +0800},
	date-modified = {2025-11-30 15:03:38 +0800},
	doi = {10.1088/1742-6596/3140/8/082001},
	journal = {Journal of Physics: Conference Series (International Conference CISBAT)},
	number = {8},
	pages = {082001},
	title = {Walking the heat: why thermal walks matter for high resolution microclimate mapping},
	volume = {3140},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1088/1742-6596/3140/8/082001}}

@article{2025_scs_uhi,
	author = {Li, Siyu and Biljecki, Filip and Liu, Pengyuan and Stouffs, Rudi},
	date-added = {2025-11-21 12:00:28 +0800},
	date-modified = {2025-11-21 12:00:28 +0800},
	doi = {10.1016/j.scs.2025.107000},
	journal = {Sustainable Cities and Society},
	pages = {107000},
	title = {Drivers of day-night intra-surface urban heat island variations under local extreme heat: A case study of Singapore},
	volume = {135},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.scs.2025.107000}}

@article{2025_natcities_specs,
	author = {Quintana, Matias and Gu, Youlong and Liang, Xiucheng and Hou, Yujun and Ito, Koichi and Zhu, Yihan and Abdelrahman, Mahmoud and Biljecki, Filip},
	date-added = {2025-11-19 19:54:02 +0800},
	date-modified = {2025-11-19 19:54:02 +0800},
	doi = {10.1038/s44284-025-00330-x},
	journal = {Nature Cities},
	number = {11},
	pages = {1092--1106},
	title = {Global urban visual perception varies across demographics and personalities},
	volume = {2},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1038/s44284-025-00330-x}}

@article{2025_ufug_greenery_exposure,
	author = {Liu, Dongwei and Lu, Yi and Biljecki, Filip},
	date-added = {2025-11-12 22:51:36 +0800},
	date-modified = {2025-11-12 22:51:36 +0800},
	doi = {10.1016/j.ufug.2025.129169},
	journal = {Urban Forestry \& Urban Greening},
	pages = {129169},
	title = {A methodological review of the assessment of urban greenery exposure},
	volume = {114},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.ufug.2025.129169}}

@article{2026_ceus_voxcity,
	author = {Fujiwara, Kunihiko and Tsurumi, Ryuta and Kiyono, Tomoki and Fan, Zicheng and Liang, Xiucheng and Lei, Binyu and Yap, Winston and Ito, Koichi and Biljecki, Filip},
	date-added = {2025-11-12 22:51:33 +0800},
	date-modified = {2025-11-12 22:51:33 +0800},
	doi = {10.1016/j.compenvurbsys.2025.102366},
	journal = {Computers, Environment and Urban Systems},
	pages = {102366},
	title = {VoxCity: A seamless framework for open geospatial data integration, grid-based semantic 3D city model generation, and urban environment simulation},
	volume = {123},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2025.102366}}

@article{2025_ijprs_openfacades,
	author = {Liang, Xiucheng and Xie, Jinheng and Zhao, Tianhong and Stouffs, Rudi and Biljecki, Filip},
	date-added = {2025-11-01 21:00:46 +0800},
	date-modified = {2025-11-01 21:00:46 +0800},
	doi = {10.1016/j.isprsjprs.2025.10.014},
	journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
	pages = {918--942},
	title = {OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery},
	volume = {230},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.isprsjprs.2025.10.014}}

@article{2026_cities_15mc,
	author = {Chen, Yang and Yang, Xin and Li, Xin and Yang, Ling and Cheng, Sifan and Tang, Guoan and Biljecki, Filip},
	date-added = {2025-10-10 13:01:36 +0800},
	date-modified = {2025-10-10 13:01:36 +0800},
	doi = {10.1016/j.cities.2025.106516},
	journal = {Cities},
	pages = {106516},
	title = {Vertical 15-minute city: Modeling urban density and functional mix with multi-source geospatial data},
	volume = {169},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2025.106516}}

@article{2026_bae_walking,
	author = {Cheng, Sifan and Lei, Binyu and Fujiwara, Kunihiko and Miller, Clayton and Biljecki, Filip and {van Ameijde}, Jeroen},
	date-added = {2025-10-01 18:49:54 +0800},
	date-modified = {2025-10-01 18:49:54 +0800},
	doi = {10.1016/j.buildenv.2025.113748},
	journal = {Building and Environment},
	pages = {113748},
	title = {Walking through green and grey: Exploring sequential exposure and multisensory environmental effects on psychological restoration},
	volume = {287},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2025.113748}}

@article{2025_sdsc_llm_walkability,
	author = {Cai, Chenyi and Kuriyama, Kosuke and Gu, Youlong and Biljecki, Filip and Herthogs, Pieter},
	doi = {10.5194/isprs-annals-x-4-w7-2025-1-2025},
	journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {1--8},
	title = {Can a Large Language Model Assess Urban Design Quality? Evaluating Walkability Metrics Across Expertise Levels},
	volume = {X-4/W7-2025},
	year = {2025},
	bdsk-url-1 = {http://dx.doi.org/10.5194/isprs-annals-X-4-W7-2025-1-2025}}

@article{2025_sdsc_dt_sdg11,
	author = {Yang, Senqi and Macatulad, Edgardo G. and Biljecki, Filip and Dane, Gamze},
	doi = {10.5194/isprs-annals-x-4-w7-2025-129-2025},
	journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {129--136},
	title = {Can Urban Digital Twins Support the Realization of Sustainable Development Goal 11? Identifying Key Social and Technical Challenges},
	volume = {X-4/W7-2025},
	year = {2025},
	bdsk-url-1 = {http://dx.doi.org/10.5194/isprs-annals-X-4-W7-2025-129-2025}}

@article{2025_3dg_3dindex,
	author = {Lei, Binyu and Biljecki, Filip},
	doi = {10.5194/isprs-annals-x-4-w6-2025-137-2025},
	journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {137--144},
	title = {Evaluating the development of open 3D city models: a multidimensional assessment},
	volume = {X-4/W6-2025},
	year = {2025},
	bdsk-url-1 = {http://dx.doi.org/10.5194/isprs-annals-X-4-W6-2025-137-2025}}

@inproceedings{2025_cvprw_texture2lod3,
	author = {Tang, Wenzhao and Li, Weihang and Liang, Xiucheng and Wysocki, Olaf and Biljecki, Filip and Holst, Christoph and Jutzi, Boris},
	booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
	date-added = {2025-09-13 15:42:17 +0800},
	date-modified = {2025-09-13 15:42:17 +0800},
	doi = {10.48550/arXiv.2504.05249},
	month = {June},
	pages = {2016-2026},
	title = {Texture2LoD3: Enabling LoD3 Building Reconstruction With Panoramic Images},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.48550/arXiv.2504.05249}}

@article{2026_cities_jitai,
	author = {Lei, Binyu and Liu, Pengyuan and Fujiwara, Kunihiko and Frei, Mario and Miller, Clayton and Chua, Yun Xuan and Biljecki, Filip},
	date-added = {2025-09-13 15:42:15 +0800},
	date-modified = {2025-09-13 15:42:15 +0800},
	doi = {10.1016/j.cities.2025.106443},
	journal = {Cities},
	pages = {106443},
	title = {Multidimensional analysis of human outdoor comfort: Integrating just-in-time adaptive interventions (JITAIs) in urban digital twins},
	volume = {168},
	year = {2026},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2025.106443}}

@article{2025_natsus_revealing,
	author = {Yap, Winston and Wu, Abraham Noah and Miller, Clayton and Biljecki, Filip},
	date-added = {2025-09-10 17:33:47 +0800},
	date-modified = {2025-09-10 17:33:47 +0800},
	doi = {10.1038/s41893-025-01615-8},
	journal = {Nature Sustainability},
	title = {Revealing building operating carbon dynamics for multiple cities},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1038/s41893-025-01615-8}}

@article{2025_bae_jitai,
	author = {Miller, Clayton and Chua, Yun Xuan and Quintana, Matias and Lei, Binyu and Biljecki, Filip and Frei, Mario},
	date-added = {2025-08-11 16:12:29 +0800},
	date-modified = {2025-08-11 16:12:29 +0800},
	doi = {10.1016/j.buildenv.2025.113388},
	journal = {Building and Environment},
	pages = {113388},
	title = {Make yourself comfortable: Nudging urban heat and noise mitigation with smartwatch-based Just-in-time Adaptive Interventions (JITAI)},
	volume = {284},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2025.113388}}

@inbook{2025_geoai_urbangeo,
	author = {Liu, Pengyuan and Hou, Yujun and Lei, Binyu and Liang, Xiucheng and Biljecki, Filip},
	booktitle = {GeoAI and Human Geography},
	chapter = {18},
	date-added = {2025-08-11 16:12:26 +0800},
	date-modified = {2025-08-11 16:12:26 +0800},
	doi = {10.1007/978-3-031-87421-5_18},
	editor = {Xiao Huang and Siqin Wang and John Wilson and Peter Kedron},
	pages = {251--266},
	publisher = {Springer Nature Switzerland},
	title = {GeoAI and Urban Geography},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1007/978-3-031-87421-5_18}}

@article{2025_ijprs_rooformer,
	author = {Yu, Dayu and Ye, Fan and Yue, Peng and Chen, Min and Biljecki, Filip},
	date-added = {2025-07-16 20:57:23 +0800},
	date-modified = {2025-07-16 20:57:23 +0800},
	doi = {10.1016/j.isprsjprs.2025.06.010},
	issn = {0924-2716},
	journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
	month = sep,
	pages = {745--758},
	title = {RooFormer: Reconstructing detailed 3D roof models from high-resolution remote sensing imagery using transformer},
	volume = {227},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.isprsjprs.2025.06.010}}

@article{2025_enb_agrivoltaics,
	author = {Lu, Yijun and Tan, Chun Liang and He, Yang and Biljecki, Filip and Rong Tay, Stephen En and Lau, Siu-Kit},
	date-added = {2025-07-16 20:57:12 +0800},
	date-modified = {2025-07-16 20:57:12 +0800},
	doi = {10.1016/j.enbuild.2025.116061},
	journal = {Energy and Buildings},
	pages = {116061},
	title = {Multi-objective optimization of food, energy and carbon for vertical agrivoltaic system on building fa{\c c}ades},
	volume = {345},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.enbuild.2025.116061}}

@article{2025_scs_bidirectional,
	author = {Cai, Chenyi and Li, Biao and Zhang, Qiyan and Wang, Xiao and Biljecki, Filip and Herthogs, Pieter},
	date-added = {2025-06-07 15:17:16 +0800},
	date-modified = {2025-06-07 15:17:16 +0800},
	doi = {10.1016/j.scs.2025.106441},
	journal = {Sustainable Cities and Society},
	pages = {106441},
	title = {Bi-directional mapping of morphology metrics and 3D city blocks for enhanced characterisation and generation of urban form},
	volume = {129},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.scs.2025.106441}}

@article{2025_ceus_svi_seasonality,
	author = {Zhao, Tianhong and Liang, Xiucheng and Biljecki, Filip and Tu, Wei and Cao, Jinzhou and Li, Xiaojiang and Yi, Shengao},
	date-added = {2025-05-10 13:14:37 +0800},
	date-modified = {2025-05-10 13:14:37 +0800},
	doi = {10.1016/j.compenvurbsys.2025.102302},
	journal = {Computers, Environment and Urban Systems},
	pages = {102302},
	title = {Quantifying seasonal bias in street view imagery for urban form assessment: A global analysis of 40 cities},
	volume = {120},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2025.102302}}

@article{2025_land_effective_surveys,
	author = {Gu, Youlong and Quintana, Matias and Liang, Xiucheng and Ito, Koichi and Yap, Winston and Biljecki, Filip},
	date-added = {2025-04-18 14:06:35 +0800},
	date-modified = {2025-04-18 14:06:35 +0800},
	doi = {10.1016/j.landurbplan.2025.105368},
	journal = {Landscape and Urban Planning},
	pages = {105368},
	title = {Designing effective image-based surveys for urban visual perception},
	volume = {260},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.landurbplan.2025.105368}}

@article{2025_tlph_aedes,
	author = {Knoblauch, Steffen and Mukaratirwa, Rutendo T and Pimenta, Paulo F P and de A Rocha, Ant{\^o}nio A and Yin, Myat Su and Randhawa, Sukanya and Lautenbach, Sven and Wilder-Smith, Annelies and Rockl{\"o}v, Joacim and Brady, Oliver J and Biljecki, Filip and Dambach, Peter and J{\"a}nisch, Thomas and Resch, Bernd and Haddawy, Peter and B{\"a}rnighausen, Till and Zipf, Alexander},
	date-added = {2025-04-17 14:33:49 +0800},
	date-modified = {2025-04-17 14:33:49 +0800},
	doi = {10.1016/s2542-5196(25)00049-x},
	journal = {The Lancet Planetary Health},
	month = apr,
	number = {4},
	pages = {e264--e273},
	title = {Urban Aedes aegypti suitability indicators: a study in Rio de Janeiro, Brazil},
	volume = {9},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/s2542-5196(25)00049-x}}

@article{2025_ceus_urbanchange,
	author = {Liu, Yingjie and Wang, Zeyu and Ren, Siyi and Chen, Runying and Shen, Yixiang and Biljecki, Filip},
	date-added = {2025-04-01 12:53:49 +0800},
	date-modified = {2025-04-01 12:53:49 +0800},
	doi = {10.1016/j.compenvurbsys.2025.102284},
	journal = {Computers, Environment and Urban Systems},
	pages = {102284},
	title = {Physical urban change and its socio-environmental impact: Insights from street view imagery},
	volume = {119},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2025.102284}}

@article{2025_ceus_zensvi,
	author = {Ito, Koichi and Zhu, Yihan and Abdelrahman, Mahmoud and Liang, Xiucheng and Fan, Zicheng and Hou, Yujun and Zhao, Tianhong and Ma, Rui and Fujiwara, Kunihiko and Ouyang, Jiani and Quintana, Matias and Biljecki, Filip},
	doi = {10.1016/j.compenvurbsys.2025.102283},
	journal = {Computers, Environment and Urban Systems},
	pages = {102283},
	title = {ZenSVI: An open-source software for the integrated acquisition, processing and analysis of street view imagery towards scalable urban science},
	volume = {119},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2025.102283}}

@article{2025_srep_intraday,
	author = {Knoblauch, Steffen and Heidecke, Julian and de A. Rocha, Ant{\^o}nio A. and Paolucci Pimenta, Paulo Filemon and Reinmuth, Marcel and Lautenbach, Sven and Brady, Oliver J. and J{\"a}nisch, Thomas and Resch, Bernd and Biljecki, Filip and Rockl{\"o}v, Joacim and Wilder-Smith, Annelies and B{\"a}rnighausen, Till and Zipf, Alexander},
	date-added = {2025-03-14 09:38:38 +0800},
	date-modified = {2025-03-14 09:38:38 +0800},
	doi = {10.1038/s41598-025-91950-9},
	journal = {Scientific Reports},
	pages = {7994},
	title = {Modeling Intraday Aedes-human exposure dynamics enhances dengue risk prediction},
	volume = {15},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1038/s41598-025-91950-9}}

@article{2025_cities_pattern_language,
	author = {Wu, Cai and Wang, Jiong and Wang, Mingshu and Biljecki, Filip and Kraak, Menno-Jan},
	date-added = {2025-03-05 20:40:02 +0800},
	date-modified = {2025-03-05 20:40:02 +0800},
	doi = {10.1016/j.cities.2025.105854},
	journal = {Cities},
	pages = {105854},
	title = {Formalising the urban pattern language: A morphological paradigm towards understanding the multi-scalar spatial structure of cities},
	volume = {161},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2025.105854}}

@article{2025_bae_dt_definition,
	author = {Abdelrahman, Mahmoud and Macatulad, Edgardo and Lei, Binyu and Quintana, Matias and Miller, Clayton and Biljecki, Filip},
	date-added = {2025-03-05 20:39:58 +0800},
	date-modified = {2025-03-05 20:39:58 +0800},
	doi = {10.1016/j.buildenv.2025.112748},
	journal = {Building and Environment},
	pages = {112748},
	title = {What is a Digital Twin anyway? Deriving the definition for the built environment from over 15,000 scientific publications},
	volume = {274},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2025.112748}}

@article{2025_cities_crime_education,
	author = {Knoblauch, Steffen and Muthusamy, Ram Kumar and Moritz, Maya and Kang, Yuhao and Li, Hao and Lautenbach, Sven and Pereira, Rafael H.M. and Biljecki, Filip and Gonzalez, Marta C. and Barbosa, Rogerio and Hirata, Daniel Veloso and Ludwig, Christina and Adamiak, Maciej and de A. Rocha, Ant{\^o}nio A. and Zipf, Alexander},
	date-added = {2025-03-02 17:40:11 +0800},
	date-modified = {2025-03-02 17:40:11 +0800},
	doi = {10.1016/j.cities.2025.105818},
	journal = {Cities},
	pages = {105818},
	title = {Crime-associated inequality in geographical access to education: Insights from the municipality of Rio de Janeiro},
	volume = {160},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2025.105818}}

@article{2025_bae_thermal,
	author = {Yang, Sijie and Chong, Adrian and Liu, Pengyuan and Biljecki, Filip},
	date-added = {2025-01-25 08:09:35 +0800},
	date-modified = {2025-01-25 08:09:35 +0800},
	doi = {10.1016/j.buildenv.2025.112569},
	journal = {Building and Environment},
	pages = {112569},
	title = {Thermal comfort in sight: Thermal affordance and its visual assessment for sustainable streetscape design},
	volume = {271},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2025.112569}}

@article{2025_ceus_svi_coverage,
	author = {Fan, Zicheng and Feng, Chen-Chieh and Biljecki, Filip},
	date-added = {2025-01-24 19:38:31 +0800},
	date-modified = {2025-01-24 19:38:31 +0800},
	doi = {10.1016/j.compenvurbsys.2025.102253},
	journal = {Computers, Environment and Urban Systems},
	pages = {102253},
	title = {Coverage and bias of street view imagery in mapping the urban environment},
	volume = {117},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2025.102253}}

@article{2025_scs_urban_comfort,
	author = {Lei, Binyu and Liu, Pengyuan and Liang, Xiucheng and Yan, Yingwei and Biljecki, Filip},
	date-added = {2025-01-15 14:34:26 +0800},
	date-modified = {2025-01-15 14:34:26 +0800},
	doi = {10.1016/j.scs.2024.106121},
	journal = {Sustainable Cities and Society},
	pages = {106121},
	title = {Developing the urban comfort index: Advancing liveability analytics with a multidimensional approach and explainable artificial intelligence},
	volume = {120},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.scs.2024.106121}}

@article{2025_scs_climate,
	author = {Liu, Pengyuan and Lei, Binyu and Huang, Weiming and Biljecki, Filip and Wang, Yuan and Li, Siyu and Stouffs, Rudi},
	date-added = {2024-12-21 09:01:19 +0800},
	date-modified = {2024-12-21 09:01:19 +0800},
	doi = {10.1016/j.scs.2024.106016},
	journal = {Sustainable Cities and Society},
	pages = {106016},
	title = {Sensing climate justice: A multi-hyper graph approach for classifying urban heat and flood vulnerability through street view imagery},
	volume = {118},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.scs.2024.106016}}

@article{2025_ijgis_3dsdi,
	author = {Yu, Dayu and Yue, Peng and Wu, Binwen and Biljecki, Filip and Chen, Min and Lu, Luancheng},
	date-added = {2024-12-21 09:01:14 +0800},
	date-modified = {2024-12-21 09:13:38 +0800},
	doi = {10.1080/13658816.2024.2434606},
	issue = {4},
	journal = {International Journal of Geographical Information Science},
	pages = {847-871},
	title = {Towards an integrated approach for managing and streaming 3D spatial data at the component level in spatial data infrastructures},
	volume = {39},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1080/13658816.2024.2434606}}

@article{2025_cities_userperspective,
	author = {Yihan Zhu and Ye Zhang and Filip Biljecki},
	date-added = {2024-11-07 12:30:14 +0800},
	date-modified = {2024-11-07 12:30:14 +0800},
	doi = {10.1016/j.cities.2024.105535},
	journal = {Cities},
	pages = {105535},
	title = {Understanding the user perspective on urban public spaces: A systematic review and opportunities for machine learning},
	volume = {156},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2024.105535}}

@article{2025_cities_windowviews,
	author = {Peng, Chucai and Xiang, Yang and Huang, Wenjing and Feng, Yale and Tang, Yongqi and Biljecki, Filip and Zhou, Zhixiang},
	doi = {10.1016/j.cities.2024.105536},
	journal = {Cities},
	pages = {105536},
	title = {Measuring the value of window views using real estate big data and computer vision: A case study in Wuhan, China},
	volume = {156},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2024.105536}}

@inproceedings{2024_buildsys_perception,
	author = {Quintana, Matias and Gu, Youlong and Biljecki, Filip},
	booktitle = {Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
	collection = {BuildSys24},
	doi = {10.1145/3671127.3698700},
	pages = {221-222},
	title = {My street is better than your street: Towards data-driven urban planning with visual perception},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1145/3671127.3698700}}

@article{2024_tra_examining,
	author = {Ito, Koichi and Bansal, Prateek and Biljecki, Filip},
	doi = {10.1016/j.tra.2024.104286},
	journal = {Transportation Research Part A: Policy and Practice},
	pages = {104286},
	title = {Examining the causal impacts of the built environment on cycling activities using time-series street view imagery},
	volume = {190},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.tra.2024.104286}}

@article{2025_cities_perception_dt,
	author = {Luo, Junjie and Liu, Pengyuan and Xu, Wenhui and Zhao, Tianhong and Biljecki, Filip},
	date-added = {2024-10-21 16:36:23 +0800},
	date-modified = {2024-10-21 16:36:23 +0800},
	doi = {10.1016/j.cities.2024.105473},
	journal = {Cities},
	pages = {105473},
	title = {A perception-powered urban digital twin to support human-centered urban planning and sustainable city development},
	volume = {156},
	year = {2025},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2024.105473}}

@article{2024_scs_nightSVI,
	author = {Fan, Zicheng and Biljecki, Filip},
	date-added = {2024-10-19 09:09:45 +0800},
	date-modified = {2024-10-19 09:09:45 +0800},
	doi = {10.1016/j.scs.2024.105862},
	journal = {Sustainable Cities and Society},
	pages = {105862},
	title = {{Nighttime Street View Imagery}: A new perspective for sensing urban lighting landscape},
	volume = {116},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.scs.2024.105862}}

@article{2024_bae_svf,
	author = {Fujiwara, Kunihiko and Ito, Koichi and Ignatius, Marcel and Biljecki, Filip},
	date-added = {2024-09-15 16:03:12 +0800},
	date-modified = {2024-09-15 16:03:12 +0800},
	doi = {10.1016/j.buildenv.2024.112071},
	journal = {Building and Environment},
	pages = {112071},
	title = {A panorama-based technique to estimate sky view factor and solar irradiance considering transmittance of tree canopies},
	volume = {266},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2024.112071}}

@article{2024_ijgis_svi_gan,
	author = {Ito, Koichi and Quintana, Matias and Han, Xianjing and Zimmermann, Roger and Biljecki, Filip},
	date-added = {2024-09-01 22:57:47 +0800},
	date-modified = {2024-11-12 16:44:05 +0800},
	doi = {10.1080/13658816.2024.2391969},
	journal = {International Journal of Geographical Information Science},
	number = {12},
	pages = {2514-2544},
	title = {Translating street view imagery to correct perspectives to enhance bikeability and walkability studies},
	volume = {38},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1080/13658816.2024.2391969}}

@article{2024_scs_microclimate_vision,
	author = {Fujiwara, Kunihiko and Khomiakov, Maxim and Yap, Winston and Ignatius, Marcel and Biljecki, Filip},
	date-added = {2024-08-18 09:02:37 +0800},
	date-modified = {2024-08-18 09:02:37 +0800},
	doi = {10.1016/j.scs.2024.105733},
	journal = {Sustainable Cities and Society},
	pages = {105733},
	publisher = {Elsevier BV},
	title = {Microclimate Vision: Multimodal prediction of climatic parameters using street-level and satellite imagery},
	volume = {114},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.scs.2024.105733}}

@article{2024_sr_aa_mapping,
	author = {Knoblauch, Steffen and Su Yin, Myat and Chatrinan, Krittin and de Arag{\~a}o Rocha, Antonio Augusto and Haddawy, Peter and Biljecki, Filip and Lautenbach, Sven and Resch, Bernd and Arifi, Dorian and J{\"a}nisch, Thomas and Morales, Ivonne and Zipf, Alexander},
	date-added = {2024-08-07 15:20:27 +0800},
	date-modified = {2024-08-07 15:20:27 +0800},
	doi = {10.1038/s41598-024-67914-w},
	journal = {Scientific Reports},
	number = {1},
	pages = {18227},
	title = {High-resolution mapping of urban Aedes aegypti immature abundance through breeding site detection based on satellite and street view imagery},
	volume = {14},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1038/s41598-024-67914-w}}

@article{2024_bae_building,
	author = {Liang, Xiucheng and Chang, Jiat Hwee and Gao, Song and Zhao, Tianhong and Biljecki, Filip},
	date-added = {2024-08-05 12:33:44 +0700},
	date-modified = {2024-08-05 12:33:44 +0700},
	doi = {10.1016/j.buildenv.2024.111875},
	issn = {0360-1323},
	journal = {Building and Environment},
	pages = {111875},
	title = {Evaluating human perception of building exteriors using street view imagery},
	volume = {263},
	year = {2024},
	bdsk-url-1 = {http://dx.doi.org/10.1016/j.buildenv.2024.111875}}

@article{2024_global_streetscapes,
	author = {Hou, Yujun and Quintana, Matias and Khomiakov, Maxim and Yap, Winston and Ouyang, Jiani and Ito, Koichi and Wang, Zeyu and Zhao, Tianhong and Biljecki, Filip},
	date-added = {2024-07-16 19:57:02 +0800},
	date-modified = {2024-07-16 19:57:02 +0800},
	doi = {10.1016/j.isprsjprs.2024.06.023},
	journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
	pages = {216-238},
	title = {Global Streetscapes -- A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics},
	volume = {215},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.isprsjprs.2024.06.023}}

@article{2024_cities_decarbonizing,
	author = {Chen, Wangyang and Tan, Ziyi and Wu, Yaxin and Biljecki, Filip and Liao, Shunyi and Zhou, Qingya and Li, Hongbao and Zheng, Yuming and Gao, Feng},
	date-added = {2024-07-04 09:44:08 +0200},
	date-modified = {2024-07-04 09:44:08 +0200},
	doi = {10.1016/j.cities.2024.105252},
	journal = {Cities},
	pages = {105252},
	title = {Decarbonizing megacities: A spatiotemporal analysis considering inter-city travel and the 15-minute city concept},
	volume = {152},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2024.105252}}

@article{2024_bae_stock_review,
	author = {Pei, Wanyu and Biljecki, Filip and Stouffs, Rudi},
	date-added = {2024-07-03 12:22:50 +0200},
	date-modified = {2024-07-03 12:22:50 +0200},
	doi = {10.1016/j.buildenv.2024.111741},
	journal = {Building and Environment},
	pages = {111741},
	title = {Techniques and tools for integrating building material stock analysis and life cycle assessment at the urban scale: A systematic literature review},
	volume = {262},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2024.111741}}

@article{2024_3dgeoinfo_thermal_walk,
	author = {Ignatius, Marcel and Lim, Joie and Gottkehaskamp, Ben and Fujiwara, Kunihiko and Miller, Clayton and Biljecki, Filip},
	date-added = {2024-07-03 12:22:45 +0200},
	date-modified = {2024-07-03 12:22:45 +0200},
	doi = {10.5194/isprs-annals-x-4-w5-2024-195-2024},
	journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {195-202},
	title = {Digital Twin and Wearables Unveiling Pedestrian Comfort Dynamics and Walkability in Cities},
	volume = {X-4/W5-2024},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-x-4-w5-2024-195-2024}}

@article{2024_3dgeoinfo_perception_dt,
	author = {Lei, Binyu and Liang, Xiucheng and Biljecki, Filip},
	date-added = {2024-07-03 12:22:45 +0200},
	date-modified = {2024-07-03 12:22:45 +0200},
	doi = {10.5194/isprs-annals-x-4-w5-2024-211-2024},
	journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {211-218},
	title = {Integrating human perception in 3D city models and urban digital twins},
	volume = {X-4/W5-2024},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-x-4-w5-2024-211-2024}}

@article{2024_3dgeoinfo_movementdata,
	author = {Lim, Joie and Biljecki, Filip and Stouffs, Rudi},
	date-added = {2024-07-03 12:22:45 +0200},
	date-modified = {2024-07-03 12:22:45 +0200},
	doi = {10.5194/isprs-annals-x-4-w5-2024-219-2024},
	journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {219-227},
	title = {Integration of Movement Data into 3D GIS},
	volume = {X-4/W5-2024},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-x-4-w5-2024-219-2024}}

@article{2024_cities_perception_rev,
	author = {Ito, Koichi and Kang, Yuhao and Zhang, Ye and Zhang, Fan and Biljecki, Filip},
	date-added = {2024-06-22 17:21:43 +0800},
	date-modified = {2024-06-22 17:21:43 +0800},
	doi = {10.1016/j.cities.2024.105169},
	journal = {Cities},
	pages = {105169},
	title = {Understanding urban perception with visual data: A systematic review},
	volume = {152},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2024.105169}}

@article{2024_cgf_star_3dviz,
	author = {Miranda, Fabio and Ortner, Thomas and Moreira, Gustavo and Hosseini, Maryam and Vuckovic, Milena and Biljecki, Filip and Silva, Claudio T. and Lage, Marcos and Ferreira, Nivan},
	date-added = {2024-06-16 09:37:31 +0800},
	date-modified = {2024-06-16 09:37:31 +0800},
	doi = {10.1111/cgf.15112},
	journal = {Computer Graphics Forum},
	number = {3},
	title = {The State of the Art in Visual Analytics for 3D Urban Data},
	volume = {43},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1111/cgf.15112}}

@article{2024_ceus_gnn_building,
	author = {Lei, Binyu and Liu, Pengyuan and Milojevic-Dupont, Nikola and Biljecki, Filip},
	date-added = {2024-05-19 21:49:45 +0200},
	date-modified = {2024-05-19 21:49:45 +0200},
	doi = {10.1016/j.compenvurbsys.2024.102129},
	journal = {Computers, Environment and Urban Systems},
	pages = {102129},
	title = {Predicting building characteristics at urban scale using graph neural networks and street-level context},
	volume = {111},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2024.102129}}

@article{2024_tfsc_dt_maturity,
	author = {Haraguchi, Masahiko and Funahashi, Tomomi and Biljecki, Filip},
	date-added = {2024-05-11 18:29:32 +0800},
	date-modified = {2024-05-11 18:29:32 +0800},
	doi = {10.1016/j.techfore.2024.123409},
	journal = {Technological Forecasting and Social Change},
	pages = {123409},
	title = {Assessing governance implications of city digital twin technology: A maturity model approach},
	volume = {204},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.techfore.2024.123409}}

@article{2024_pt_g2viz,
	author = {Para, Sirapop and Wirotsasithon, Thanachok and Jundee, Thanisorn and Demissie, Merkebe Getachew and Sekimoto, Yoshihide and Biljecki, Filip and Phithakkitnukoon, Santi},
	date-added = {2024-05-11 18:29:28 +0800},
	date-modified = {2024-05-11 18:29:28 +0800},
	doi = {10.1007/s12469-024-00362-x},
	journal = {Public Transport},
	number = {3},
	pages = {893--928},
	title = {G2Viz: an online tool for visualizing and analyzing a public transit system from GTFS data},
	volume = {16},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1007/s12469-024-00362-x}}

@article{2024_jag_geoai_hg,
	author = {Wang, Siqin and Huang, Xiao and Liu, Pengyuan and Zhang, Mengxi and Biljecki, Filip and Hu, Tao and Fu, Xiaokang and Liu, Lingbo and Liu, Xintao and Wang, Ruomei and Huang, Yuanyuan and Yan, Jingjing and Jiang, Jinghan and Chukwu, Michaelmary and Reza Naghedi, Seyed and Hemmati, Moein and Shao, Yaxiong and Jia, Nan and Xiao, Zhiyang and Tian, Tian and Hu, Yaxin and Yu, Lixiaona and Yap, Winston and Macatulad, Edgardo and Chen, Zhuo and Cui, Yunhe and Ito, Koichi and Ye, Mengbi and Fan, Zicheng and Lei, Binyu and Bao, Shuming},
	date-added = {2024-05-11 16:53:26 +0800},
	date-modified = {2024-05-11 16:53:26 +0800},
	doi = {10.1016/j.jag.2024.103734},
	issn = {1569-8432},
	journal = {International Journal of Applied Earth Observation and Geoinformation},
	pages = {103734},
	title = {Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review},
	volume = {128},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.jag.2024.103734}}

@article{2024_bae_microclimate_prediction,
	author = {Han, Jintong and Chong, Adrian and Lim, Joie and Ramasamy, Savitha and Wong, Nyuk Hien and Biljecki, Filip},
	date-added = {2024-03-04 10:28:00 +0800},
	date-modified = {2024-03-04 10:28:00 +0800},
	doi = {10.1016/j.buildenv.2024.111358},
	journal = {Building and Environment},
	pages = {111358},
	title = {Microclimate spatio-temporal prediction using deep learning and land use data},
	volume = {253},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2024.111358}}

@inbook{2024_3dgeoinfo_humans_sensors,
	author = {Lei, Binyu and Su, Yunlei and Biljecki, Filip},
	booktitle = {Recent Advances in 3D Geoinformation Science},
	date-added = {2024-02-22 06:25:41 +0800},
	date-modified = {2024-02-22 06:25:41 +0800},
	doi = {10.1007/978-3-031-43699-4_42},
	isbn = {9783031436994},
	issn = {1863-2351},
	pages = {693--706},
	publisher = {Springer Nature Switzerland},
	title = {Humans As Sensors in Urban Digital Twins},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1007/978-3-031-43699-4_42}}

@inbook{2024_3dgeoinfo_bim_lod,
	author = {van der Vaart, Jasper and Stoter, Jantien and Diakit{\'e}, Abdoulaye and Biljecki, Filip and Arroyo Ohori, Ken and Hakim, Amir},
	booktitle = {Recent Advances in 3D Geoinformation Science},
	date-added = {2024-02-22 06:25:38 +0800},
	date-modified = {2024-02-22 06:25:38 +0800},
	doi = {10.1007/978-3-031-43699-4_11},
	isbn = {9783031436994},
	issn = {1863-2351},
	pages = {171--191},
	publisher = {Springer Nature Switzerland},
	title = {Assessment of the LoD Specification for the Integration of BIM-Derived Building Models in 3D City Models},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1007/978-3-031-43699-4_11}}

@article{2024_ijdrr_sendai,
	author = {Macatulad, Edgardo and Biljecki, Filip},
	date-added = {2024-02-07 08:15:45 +0800},
	date-modified = {2024-02-07 08:15:45 +0800},
	doi = {10.1016/j.ijdrr.2024.104310},
	journal = {International Journal of Disaster Risk Reduction},
	pages = {104310},
	title = {Continuing from the Sendai Framework midterm: Opportunities for urban digital twins in disaster risk management},
	volume = {102},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.ijdrr.2024.104310}}

@article{2024_ceus_urban_form_discovery,
	author = {Wang, Jing and Huang, Weiming and Biljecki, Filip},
	date-added = {2024-02-04 19:57:38 +0800},
	date-modified = {2024-02-04 19:57:38 +0800},
	doi = {10.1016/j.compenvurbsys.2024.102076},
	journal = {Computers, Environment and Urban Systems},
	pages = {102076},
	title = {Learning visual features from figure-ground maps for urban morphology discovery},
	volume = {109},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2024.102076}}

@article{2024_jrs_crowdsourcing,
	author = {Huang, Xiao and Wang, Siqin and Yang, Di and Hu, Tao and Chen, Meixu and Zhang, Mengxi and Zhang, Guiming and Biljecki, Filip and Lu, Tianjun and Zou, Lei and Wu, Connor Y. H. and Park, Yoo Min and Li, Xiao and Liu, Yunzhe and Fan, Hongchao and Mitchell, Jessica and Li, Zhenlong and Hohl, Alexander},
	date-added = {2024-01-23 14:03:48 +0800},
	date-modified = {2024-01-23 14:03:48 +0800},
	doi = {10.34133/remotesensing.0105},
	journal = {Journal of Remote Sensing},
	title = {Crowdsourcing Geospatial Data for Earth and Human Observations: A Review},
	volume = {4},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.34133/remotesensing.0105}}

@article{2023_gw_preface,
	author = {Huang, W. and Chen, B. Y. and Biljecki, F. and Yan, Y. and Grinberger, Y. and Li, H.},
	doi = {10.5194/isprs-annals-x-1-w1-2023-1157-2023},
	journal = {ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {1157--1158},
	title = {Preface: Workshop ``GeoHB 2023: Geo-Spatial Computing for Understanding Human Behaviours''},
	volume = {X-1/W1-2023},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-x-1-w1-2023-1157-2023}}

@inbook{2023_geoai_handbook_urban_sensing,
	author = {Biljecki, Filip},
	booktitle = {Handbook of Geospatial Artificial Intelligence},
	chapter = {17},
	date-added = {2023-12-15 22:28:43 -0800},
	date-modified = {2023-12-15 22:28:43 -0800},
	doi = {10.1201/9781003308423-17},
	editor = {Song Gao and Yingjie Hu and Wenwen Li},
	isbn = {9781003308423},
	pages = {351--366},
	publisher = {CRC Press},
	title = {GeoAI for Urban Sensing},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1201/9781003308423-17}}

@article{2024_cities_evolution,
	author = {Wang, Zeyu and Ito, Koichi and Biljecki, Filip},
	date-added = {2023-12-10 11:23:22 -0500},
	date-modified = {2023-12-10 11:23:22 -0500},
	doi = {10.1016/j.cities.2023.104704},
	journal = {Cities},
	pages = {104704},
	title = {Assessing the equity and evolution of urban visual perceptual quality with time series street view imagery},
	volume = {145},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2023.104704}}

@article{2023_sd_iris,
	author = {Lin, Subin and Ramani, Vasantha and Martin, Miguel and Arjunan, Pandarasamy and Chong, Adrian and Biljecki, Filip and Ignatius, Marcel and Poolla, Kameshwar and Miller, Clayton},
	date-added = {2023-12-04 08:16:53 +0800},
	date-modified = {2023-12-04 08:16:53 +0800},
	doi = {10.1038/s41597-023-02749-0},
	journal = {Scientific Data},
	pages = {859},
	title = {District-scale surface temperatures generated from high-resolution longitudinal thermal infrared images},
	volume = {10},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1038/s41597-023-02749-0}}

@article{2023_cisbat_directory,
	author = {Jin, Xiaoyu and Fu, Chun and Kazmi, Hussain and Balint, Atilla and Canaydin, Ada and Quintana, Matias and Biljecki, Filip and Xiao, Fu and Miller, Clayton},
	date-added = {2023-12-03 11:13:53 +0800},
	date-modified = {2023-12-03 11:13:53 +0800},
	doi = {10.1088/1742-6596/2600/3/032003},
	journal = {Journal of Physics: Conference Series},
	number = {3},
	pages = {032003},
	title = {The Building Data Genome Directory -- An open, comprehensive data sharing platform for building performance research},
	volume = {2600},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1088/1742-6596/2600/3/032003}}

@article{2023_buildsys_cool_quiet,
	author = {Miller, Clayton and Quintana, Matias and Frei, Mario and Chua, Yun Xuan and Fu, Chun and Picchetti, Bianca and Yap, Winston and Chong, Adrian and Biljecki, Filip},
	date-added = {2023-11-19 19:33:13 +0800},
	date-modified = {2023-11-19 19:33:13 +0800},
	doi = {10.1145/3600100.3626269},
	journal = {Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
	pages = {298--299},
	title = {{Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics}},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1145/3600100.3626269}}

@article{2023_buildsys_ir_dt,
	author = {Ramani, Vasantha and Ignatius, Marcel and Lim, Joie and Biljecki, Filip and Miller, Clayton},
	date-added = {2023-11-19 19:33:13 +0800},
	date-modified = {2023-11-19 19:33:13 +0800},
	doi = {10.1145/3600100.3626345},
	journal = {Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
	pages = {421--428},
	title = {{A Dynamic Urban Digital Twin Integrating Longitudinal Thermal Imagery for Microclimate Studies}},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1145/3600100.3626345}}

@article{2023_sd_urbanitydata,
	author = {Yap, Winston and Biljecki, Filip},
	date-added = {2023-09-30 16:45:32 +0800},
	date-modified = {2023-09-30 16:45:32 +0800},
	doi = {10.1038/s41597-023-02578-1},
	journal = {Scientific Data},
	pages = {667},
	title = {{A Global Feature-Rich Network Dataset of Cities and Dashboard for Comprehensive Urban Analyses}},
	volume = {10},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1038/s41597-023-02578-1}}

@article{2024_land_urn,
	author = {Chen, Wangyang and Huang, Huiming and Liao, Shunyi and Gao, Feng and Biljecki, Filip},
	date-added = {2023-09-30 12:50:44 +0800},
	date-modified = {2023-09-30 12:50:44 +0800},
	doi = {10.1016/j.landurbplan.2023.104901},
	journal = {Landscape and Urban Planning},
	pages = {104901},
	title = {{Global urban road network patterns: Unveiling multiscale planning paradigms of 144 cities with a novel deep learning approach}},
	volume = {241},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1016/j.landurbplan.2023.104901}}

@article{2024_epb_xai,
	author = {Liu, Pengyuan and Yan, Zhang and Biljecki, Filip},
	doi = {10.1177/23998083231204689},
	issue = {5},
	journal = {Environment and Planning B: Urban Analytics and City Science},
	pages = {1104--1123},
	title = {{Explainable spatially explicit geospatial artificial intelligence in urban analytics}},
	volume = {51},
	year = {2024},
	bdsk-url-1 = {https://doi.org/10.1177/23998083231204689}}

@article{2023_npjus_urbanity,
	author = {Yap, Winston and Stouffs, Rudi and Biljecki, Filip},
	doi = {10.1038/s42949-023-00125-w},
	journal = {npj Urban Sustainability},
	number = {45},
	title = {{Urbanity: automated modelling and analysis of multidimensional networks in cities}},
	volume = {3},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1038/s42949-023-00125-w}}

@article{2023_gim_dt_challenges,
	author = {Lei, Binyu and Janssen, Patrick and Stoter, Jantien and Biljecki, Filip},
	date-added = {2023-07-03 20:52:23 +0800},
	date-modified = {2023-07-03 20:52:23 +0800},
	journal = {GIM International},
	number = {4},
	pages = {18--21},
	title = {{Uncovering the challenges of urban digital twins}},
	volume = {37},
	year = {2023}}

@article{2023_jag_svi_sensitivity,
	author = {Filip Biljecki and Tianhong Zhao and Xiucheng Liang and Yujun Hou},
	doi = {10.1016/j.jag.2023.103385},
	journal = {International Journal of Applied Earth Observation and Geoinformation},
	pages = {103385},
	title = {{Sensitivity of measuring the urban form and greenery using street-level imagery: A comparative study of approaches and visual perspectives}},
	volume = {122},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.jag.2023.103385}}

@article{2023_cities_airbnb,
	author = {Jiaxuan Wang and Yoong Shin Chow and Filip Biljecki},
	date-added = {2023-06-06 18:04:07 +0200},
	date-modified = {2023-06-06 18:04:07 +0200},
	doi = {10.1016/j.cities.2023.104399},
	journal = {Cities},
	pages = {104399},
	title = {{Insights in a city through the eyes of Airbnb reviews: Sensing urban characteristics from homestay guest experiences}},
	volume = {140},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2023.104399}}

@article{2023_enb_ubem_resolution,
	author = {Aysegul Demir Dilsiz and Kingsley E. Nweye and Allen J. Wu and J{\'e}r{\^o}me H. K{\"a}mpf and Filip Biljecki and Zoltan Nagy},
	date-added = {2023-05-26 08:07:50 +0800},
	date-modified = {2023-05-26 08:07:50 +0800},
	doi = {10.1016/j.enbuild.2023.113175},
	journal = {Energy and Buildings},
	pages = {113175},
	title = {{How spatio-temporal resolution impacts urban energy calibration}},
	volume = {292},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.enbuild.2023.113175}}

@article{2023_landup_svi_evolution,
	author = {Xiucheng Liang and Tianhong Zhao and Filip Biljecki},
	date-added = {2023-05-18 19:39:54 +0800},
	date-modified = {2023-05-18 19:39:54 +0800},
	doi = {10.1016/j.landurbplan.2023.104802},
	journal = {Landscape and Urban Planning},
	pages = {104802},
	title = {{Revealing spatio-temporal evolution of urban visual environments with street view imagery}},
	volume = {237},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.landurbplan.2023.104802}}

@article{2023_ijgis_bus_demand,
	author = {Tianhong Zhao and Zhengdong Huang and Wei Tu and Filip Biljecki and Long Chen},
	doi = {10.1080/13658816.2023.2203218},
	issue = {7},
	journal = {International Journal of Geographical Information Science},
	pages = {1555-1581},
	title = {{Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus}},
	volume = {37},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1080/13658816.2023.2203218}}

@article{2023_bae_osm_qa,
	author = {Filip Biljecki and Yoong Shin Chow and Kay Lee},
	date-added = {2023-04-23 10:10:47 +0800},
	date-modified = {2023-04-23 10:10:47 +0800},
	doi = {10.1016/j.buildenv.2023.110295},
	journal = {Building and Environment},
	pages = {110295},
	title = {{Quality of crowdsourced geospatial building information: A global assessment of OpenStreetMap attributes}},
	volume = {237},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2023.110295}}

@article{2023_cities_pos,
	author = {Shuting Chen and Filip Biljecki},
	date-added = {2023-04-23 09:44:41 +0800},
	date-modified = {2023-04-23 09:44:41 +0800},
	doi = {10.1016/j.cities.2023.104329},
	journal = {Cities},
	pages = {104329},
	title = {{Automatic assessment of public open spaces using street view imagery}},
	volume = {137},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2023.104329}}

@article{2023_sd_eubucco,
	author = {{Milojevic-Dupont, Nikola and Wagner, Felix} and Nachtigall, Florian and Hu, Jiawei and Br{\"u}ser, Geza Boi and Zumwald, Marius and Biljecki, Filip and Heeren, Niko and Kaack, Lynn H. and Pichler, Peter-Paul and Creutzig, Felix},
	doi = {10.1038/s41597-023-02040-2},
	journal = {Scientific Data},
	number = {1},
	pages = {147},
	title = {EUBUCCO v0.1: European building stock characteristics in a common and open database for 200+ million individual buildings},
	volume = {10},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1038/s41597-023-02040-2}}

@article{2023_ijprs_knowledge_topology,
	author = {Yan Zhang and Pengyuan Liu and Filip Biljecki},
	doi = {10.1016/j.isprsjprs.2023.03.008},
	journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
	pages = {153-168},
	title = {{Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image}},
	volume = {198},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.isprsjprs.2023.03.008}}

@article{2023_scs_human_dt,
	author = {Liu, Pengyuan and Zhao, Tianhong and Luo, Junjie and Lei, Binyu and Frei, Mario and Miller, Clayton and Biljecki, Filip},
	date-added = {2023-03-11 17:40:34 +0700},
	date-modified = {2023-03-11 17:40:34 +0700},
	doi = {10.1016/j.scs.2023.104480},
	journal = {Sustainable Cities and Society},
	pages = {104480},
	title = {{Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort}},
	volume = {93},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.scs.2023.104480}}

@article{2023_confluence_framework,
	author = {Yamamoto, Kohei and Lim, Joie and Biljecki, Filip and Stouffs, Rudi},
	date-added = {2023-02-25 16:29:12 +0800},
	date-modified = {2023-02-25 16:29:12 +0800},
	doi = {10.1109/confluence56041.2023.10048820},
	journal = {2023 13th International Conference on Cloud Computing, Data Science \& Engineering (Confluence)},
	pages = {87--91},
	title = {{Analytical Framework in Cloud-Native Environments for Auto-Modelling Sparse Human Mobility Considering Memory of Past Contexts}},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1109/confluence56041.2023.10048820}}

@article{2023_stoten_emission_patterns,
	author = {Deng, Xingdong and Chen, Wangyang and Zhou, Qingya and Zheng, Yuming and Li, Hongbao and Liao, Shunyi and Biljecki, Filip},
	doi = {10.1016/j.scitotenv.2023.162134},
	journal = {Science of The Total Environment},
	pages = {162134},
	title = {{Exploring spatiotemporal pattern and agglomeration of road CO2 emissions in Guangdong, China}},
	volume = {871},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.scitotenv.2023.162134}}

@article{2023_autcon_dt_challenges,
	author = {Lei, Binyu and Janssen, Patrick and Stoter, Jantien and Biljecki, Filip},
	date-added = {2023-01-05 13:10:21 +0800},
	date-modified = {2023-01-05 13:10:21 +0800},
	doi = {10.1016/j.autcon.2022.104716},
	journal = {Automation in Construction},
	pages = {104716},
	title = {{Challenges of Urban Digital Twins: A Systematic Review and a Delphi Expert Survey}},
	volume = {147},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.autcon.2022.104716}}

@article{2023_ijprs_instantcity,
	author = {Wu, Abraham Noah and Biljecki, Filip},
	date-added = {2022-12-04 12:58:38 +0800},
	date-modified = {2022-12-04 12:58:38 +0800},
	doi = {10.1016/j.isprsjprs.2022.11.005},
	journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
	pages = {90-104},
	title = {InstantCITY: Synthesising morphologically accurate geospatial data for urban form analysis, transfer, and quality control},
	volume = {195},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.isprsjprs.2022.11.005}}

@article{2022_ui_real_estate_mining,
	author = {Chen, Xinyu and Biljecki, Filip},
	date-added = {2022-11-24 09:14:39 +0800},
	date-modified = {2022-11-24 09:14:39 +0800},
	doi = {10.1007/s44212-022-00012-2},
	journal = {Urban Informatics},
	pages = {12},
	title = {{Mining real estate ads and property transactions for building and amenity data acquisition}},
	volume = {1},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1007/s44212-022-00012-2}}

@article{2023_ceus_soundscapes,
	author = {Zhao, Tianhong and Liang, Xiucheng and Tu, Wei and Huang, Zhengdong and Biljecki, Filip},
	date-added = {2022-11-21 13:12:51 +0800},
	date-modified = {2022-11-21 13:12:51 +0800},
	doi = {10.1016/j.compenvurbsys.2022.101915},
	journal = {Computers, Environment and Urban Systems},
	pages = {101915},
	title = {Sensing urban soundscapes from street view imagery},
	volume = {99},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2022.101915}}

@article{2023_epb_semantic_networks,
	author = {Yap, Winston and Chang, Jiat-Hwee and Biljecki, Filip},
	date-added = {2022-11-14 18:49:29 +0800},
	date-modified = {2022-11-14 18:49:29 +0800},
	doi = {10.1177/23998083221138832},
	issue = {6},
	journal = {Environment and Planning B: Urban Analytics and City Science},
	pages = {1416-1437},
	title = {Incorporating Networks in Semantic Understanding of Streetscapes: Contextualising Active Mobility Decisions},
	volume = {50},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1177/23998083221138832}}

@article{2022_jag_svi_quality,
	author = {Hou, Yujun and Biljecki, Filip},
	date-added = {2022-11-14 18:49:20 +0800},
	date-modified = {2022-11-14 18:49:20 +0800},
	doi = {10.1016/j.jag.2022.103094},
	journal = {International Journal of Applied Earth Observation and Geoinformation},
	pages = {103094},
	title = {{A comprehensive framework for evaluating the quality of street view imagery}},
	volume = {115},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.jag.2022.103094}}

@article{2023_ijgis_3d_city_index,
	author = {Lei, Binyu and Stouffs, Rudi and Biljecki, Filip},
	date-added = {2022-11-10 15:50:43 +0800},
	date-modified = {2022-11-10 15:50:43 +0800},
	doi = {10.1080/13658816.2022.2140808},
	issue = {4},
	journal = {International Journal of Geographical Information Science},
	pages = {788-809},
	title = {{Assessing and benchmarking 3D city models}},
	volume = {37},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1080/13658816.2022.2140808}}

@article{2022_ei_water_view_imagery,
	author = {Luo, Junjie and Zhao, Tianhong and Cao, Lei and Biljecki, Filip},
	date-added = {2022-11-05 17:31:14 +0800},
	date-modified = {2022-11-05 17:31:14 +0800},
	doi = {10.1016/j.ecolind.2022.109615},
	journal = {Ecological Indicators},
	pages = {109615},
	title = {Water View Imagery: Perception and evaluation of urban waterscapes worldwide},
	volume = {145},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.ecolind.2022.109615}}

@article{2022_ufug_homegardening,
	author = {Shuang Song and Jia Chin Cheong and Joel S.H. Lee and Jonathan K.N. Tan and Zhongyu Chiam and Srishti Arora and Karl J.Q. Png and Johanah W.C. Seow and Felicia W.S. Leong and Ankit Palliwal and Filip Biljecki and Abel Tablada and Hugh T.W. Tan},
	date-added = {2022-10-21 13:50:46 +1100},
	date-modified = {2022-10-21 13:50:46 +1100},
	doi = {10.1016/j.ufug.2022.127755},
	journal = {Urban Forestry \& Urban Greening},
	pages = {127755},
	title = {Home gardening in Singapore: A feasibility study on the utilization of the vertical space of retrofitted high-rise public housing apartment buildings to increase urban vegetable self-sufficiency},
	volume = {78},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.ufug.2022.127755}}

@article{2022_3dgeoinfo_urban_building_stock,
	author = {Pei, WY and Biljecki, F and Stouffs, R},
	date-added = {2022-10-18 15:56:14 +1100},
	date-modified = {2022-10-18 15:56:14 +1100},
	doi = {10.5194/isprs-annals-X-4-W2-2022-225-2022},
	journal = {ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {225--232},
	title = {{Dataset for urban scale building stock modelling: Identification and review of potential data collection approaches}},
	volume = {X-4/W2-2022},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-X-4-W2-2022-225-2022}}

@article{2022_3dgeoinfo_dt_use_cases,
	author = {Alva, P and Biljecki, F and Stouffs, R},
	date-added = {2022-10-18 15:56:06 +1100},
	date-modified = {2022-10-18 15:56:06 +1100},
	doi = {10.5194/isprs-archives-XLVIII-4-W4-2022-5-2022},
	journal = {The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {5-12},
	title = {{Use cases for district-scale urban digital twins}},
	volume = {XLVIII-4/W4-2022},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-XLVIII-4-W4-2022-5-2022}}

@article{2022_3dgeoinfo_lcz_sg_svi,
	author = {Ignatius, M and Xu, R and Hou, Y and Liang, X and Zhao, T and Chen, S and Wong, NH and Biljecki, F},
	date-added = {2022-10-18 15:56:02 +1100},
	date-modified = {2022-10-18 15:56:02 +1100},
	doi = {10.5194/isprs-annals-X-4-W2-2022-121-2022},
	journal = {ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {121-128},
	title = {{Local Climate Zones: Lessons from Singapore and potential improvement with street view imagery}},
	volume = {X-4/W2-2022},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-X-4-W2-2022-121-2022}}

@article{2022_sdsc_svi_sat_comparison,
	author = {Gaw, LY and Chen, S and Chow, YS and Lee, K and Biljecki, F},
	date-added = {2022-10-18 15:55:59 +1100},
	date-modified = {2022-10-18 15:55:59 +1100},
	doi = {10.5194/isprs-annals-X-4-W3-2022-49-2022},
	journal = {ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {49-56},
	title = {{Comparing street view imagery and aerial perspectives in the built environment}},
	volume = {X-4/W3-2022},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-X-4-W3-2022-49-2022}}

@article{2022_land_semantic_riverscapes,
	author = {Luo, Junjie and Zhao, Tianhong, and Cao, Lei and Biljecki, Filip},
	date-added = {2022-09-23 22:19:53 +0800},
	date-modified = {2022-09-23 22:19:53 +0800},
	doi = {10.1016/j.landurbplan.2022.104569},
	journal = {Landscape and Urban Planning},
	pages = {104569},
	title = {{Semantic Riverscapes: Perception and evaluation of linear landscapes from oblique imagery using computer vision}},
	volume = {228},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.landurbplan.2022.104569}}

@article{2022_cities_unsupervised,
	author = {Wang, Jing and Biljecki, Filip},
	date-added = {2022-08-22 14:23:12 +0800},
	date-modified = {2022-08-22 14:23:12 +0800},
	doi = {10.1016/j.cities.2022.103925},
	journal = {Cities},
	pages = {103925},
	title = {Unsupervised machine learning in urban studies: A systematic review of applications},
	volume = {129},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.cities.2022.103925}}

@article{2022_bae_gan,
	author = {Wu, Abraham Noah and Stouffs, Rudi and Biljecki, Filip},
	date-added = {2022-08-22 14:23:09 +0800},
	date-modified = {2022-08-22 14:23:09 +0800},
	doi = {10.1016/j.buildenv.2022.109477},
	journal = {Building and Environment},
	pages = {109477},
	title = {Generative Adversarial Networks in the Built Environment: A Comprehensive Review of the Application of GANs across Data Types and Scales},
	volume = {223},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.buildenv.2022.109477}}

@article{2022_jag_geoai,
	author = {Liu, Pengyuan and Biljecki, Filip},
	date-added = {2022-08-12 05:05:34 +0800},
	date-modified = {2022-08-12 05:05:34 +0800},
	doi = {10.1016/j.jag.2022.102936},
	journal = {International Journal of Applied Earth Observation and Geoinformation},
	pages = {102936},
	title = {A Review of Spatially-explicit GeoAI Applications in Urban Geography},
	volume = {112},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.jag.2022.102936}}

@inproceedings{2022_irc_thermal_sg,
	address = {Singapore},
	author = {Kumar, Balakrishnan Naveen Mani and Anirudh, Mothiki Eswara and Jeevakaarthik, Dhanabalan and Miller, Clayton and Biljecki, Filip},
	booktitle = {IRC-SET 2021},
	date-added = {2022-08-06 10:16:19 +0800},
	date-modified = {2022-08-06 10:16:19 +0800},
	doi = {10.1007/978-981-16-9869-9_13},
	isbn = {9789811698682},
	pages = {163--176},
	title = {Thermal Image Analysis of Singapore's Housing Infrastructure},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1007/978-981-16-9869-9_13}}

@article{2023_ijgis_3dbm,
	author = {Labetski, Anna and Vitalis, Stelios and Biljecki, Filip and Arroyo Ohori, Ken and Stoter, Jantien},
	date-added = {2022-08-01 20:55:07 +0800},
	date-modified = {2022-08-01 20:55:07 +0800},
	doi = {10.1080/13658816.2022.2103818},
	issue = {1},
	journal = {International Journal of Geographical Information Science},
	pages = {36-67},
	title = {3D building metrics for urban morphology},
	volume = {37},
	year = {2023},
	bdsk-url-1 = {https://doi.org/10.1080/13658816.2022.2103818}}

@article{2022_jag_3d_svi,
	author = {Pang, Hui En and Biljecki, Filip},
	date-added = {2022-06-17 13:08:26 +0800},
	date-modified = {2022-06-17 13:08:26 +0800},
	doi = {10.1016/j.jag.2022.102859},
	journal = {International Journal of Applied Earth Observation and Geoinformation},
	pages = {102859},
	title = {{3D building reconstruction from single street view images using deep learning}},
	volume = {112},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.jag.2022.102859}}

@article{2022_ceus_open_source_urbanism,
	author = {Yap, Winston and Janssen, Patrick and Biljecki, Filip},
	date-added = {2022-06-10 07:26:34 +0800},
	date-modified = {2022-06-10 07:27:01 +0800},
	doi = {10.1016/j.compenvurbsys.2022.101825},
	journal = {Computers, Environment and Urban Planning},
	pages = {101825},
	title = {{Free and open source urbanism: Software for urban planning practice}},
	volume = {96},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2022.101825}}

@article{2022_isprs_ifc2indoorgml,
	author = {Diakite, AA and D\'{i}az-Vilari{\~n}o, L and Biljecki, F and Isikdag, {\"U} and Simmons, S and Li, K and Zlatanova, S},
	date-added = {2022-06-05 18:00:24 +0800},
	date-modified = {2022-06-05 18:00:24 +0800},
	doi = {10.5194/isprs-archives-xliii-b4-2022-295-2022},
	journal = {Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {295--301},
	title = {{ifc2indoorgml: An open-source tool for generating IndoorGML from IFC}},
	volume = {XLIII-B4-2022},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-xliii-b4-2022-295-2022}}

@article{2022_rser_thermography_review,
	author = {Martin, Miguel and Chong, Adrian and Biljecki, Filip and Miller, Clayton},
	date-added = {2022-05-24 13:40:02 +0800},
	date-modified = {2022-05-24 13:40:02 +0800},
	doi = {10.1016/j.rser.2022.112540},
	journal = {Renewable and Sustainable Energy Reviews},
	pages = {112540},
	title = {Infrared thermography in the built environment: A multi-scale review},
	volume = {165},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.rser.2022.112540}}

@article{2022_ceus_gbmi,
	author = {Biljecki, Filip and Chow, Yoong Shin},
	date-added = {2022-04-27 16:48:01 +0200},
	date-modified = {2022-04-29 16:54:44 +0200},
	doi = {10.1016/j.compenvurbsys.2022.101809},
	journal = {Computers, Environment and Urban Systems},
	pages = {101809},
	title = {Global Building Morphology Indicators},
	volume = {95},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2022.101809}}

@article{2022_plos_population_estimation,
	author = {Szarka, No{\'e}e and Biljecki, Filip},
	date-added = {2022-04-06 19:18:37 +0800},
	date-modified = {2022-04-06 19:18:37 +0800},
	doi = {10.1371/journal.pone.0266484},
	journal = {PLOS ONE},
	number = {4},
	pages = {e0266484},
	title = {{Population estimation beyond counts---Inferring demographic characteristics}},
	volume = {17},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1371/journal.pone.0266484}}

@article{2022_ijgis_ganmapper,
	author = {Wu, Abraham Noah and Biljecki, Filip},
	date-added = {2022-03-05 14:43:12 +0800},
	date-modified = {2022-03-05 14:43:12 +0800},
	doi = {10.1080/13658816.2022.2041643},
	issue = {7},
	journal = {International Journal of Geographical Information Science},
	pages = {1394-1422},
	title = {{GANmapper: geographical data translation}},
	volume = {36},
	year = {2022},
	bdsk-url-1 = {https://doi.org/10.1080/13658816.2022.2041643}}

@inproceedings{2021_buildsys_acir,
	author = {Arjunan, Pandarasamy and Dobler, Gregory and Lee, Kyungmin and Miller, Clayton and Biljecki, Filip and Poolla, Kameshwar},
	booktitle = {BuildSys '21: Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
	date-added = {2021-11-30 07:06:13 +0100},
	date-modified = {2021-11-30 07:06:13 +0100},
	doi = {10.1145/3486611.3486659},
	isbn = {9781450391146},
	pages = {184--187},
	series = {Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation},
	title = {{Operational characteristics of residential air conditioners with temporally granular remote thermographic imaging}},
	year = {2021},
	bdsk-url-1 = {https://doi.org/10.1145/3486611.3486659}}

@article{2021_cisbat_iob,
	abstract = {{Internet-of-Things (IoT) devices in buildings and wearable technologies for occupants are quickly becoming widespread. These technologies provide copious amounts of high-quality temporal data pertaining to indoor and outdoor environmental quality, comfort, and energy consumption. However, a barrier to their use in many applications is the lack of spatial context in the built environment. Adding Building Information Models (BIM) and Geographic Information Systems (GIS) to these temporal sources unleashes potential. We call this data convergence the Internet-of-Buildings or IoB. In this paper, a digital twin case study of data intersection from various systems is outlined. Initial insights are discussed for an experiment with 17 participants that focused on the collection of occupant subjective feedback to characterize indoor comfort. The results illustrate the ability to capture data from wearables in the context of a BIM data environment.}},
	author = {Miller, Clayton and Abdelrahman, Mahmoud and Chong, Adrian and Biljecki, Filip and Quintana, Matias and Frei, Mario and Chew, Michael and Wong, Daniel},
	date-added = {2021-11-19 18:54:02 +0800},
	date-modified = {2021-11-19 18:55:45 +0800},
	doi = {10.1088/1742-6596/2042/1/012041},
	journal = {Journal of Physics: Conference Series},
	number = {1},
	pages = {012041},
	title = {{The Internet-of-Buildings (IoB) --- Digital twin convergence of wearable and IoT data with GIS/BIM}},
	volume = {2042},
	year = {2021},
	bdsk-url-1 = {https://doi.org/10.1088/1742-6596/2042/1/012041}}

@article{2021_trc_bikeability,
	author = {Koichi Ito and Filip Biljecki},
	date-added = {2021-09-20 18:23:28 +0800},
	date-modified = {2021-09-20 18:23:28 +0800},
	doi = {10.1016/j.trc.2021.103371},
	journal = {Transportation Research Part C: Emerging Technologies},
	pages = {103371},
	title = {Assessing bikeability with street view imagery and computer vision},
	url = {https://www.sciencedirect.com/science/article/pii/S0968090X21003739},
	volume = {132},
	year = {2021},
	bdsk-url-1 = {https://www.sciencedirect.com/science/article/pii/S0968090X21003739},
	bdsk-url-2 = {https://doi.org/10.1016/j.trc.2021.103371}}

@article{2021_ceus_dl_morphology,
	author = {Wangyang Chen and Abraham Noah Wu and Filip Biljecki},
	date-added = {2021-08-21 17:27:35 +0800},
	date-modified = {2021-08-21 17:27:35 +0800},
	doi = {10.1016/j.compenvurbsys.2021.101706},
	journal = {Computers, Environment and Urban Systems},
	pages = {101706},
	title = {Classification of Urban Morphology with Deep Learning: Application on Urban Vitality},
	url = {https://doi.org/10.1016/j.compenvurbsys.2021.101706},
	volume = {90},
	year = 2021,
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2021.101706}}

@article{2021_land_svi_review,
	author = {Filip Biljecki and Koichi Ito},
	date-added = {2021-08-14 15:03:38 +0800},
	date-modified = {2021-08-14 15:03:38 +0800},
	doi = {10.1016/j.landurbplan.2021.104217},
	journal = {Landscape and Urban Planning},
	pages = {104217},
	title = {Street view imagery in urban analytics and GIS: A review},
	url = {https://doi.org/10.1016/j.landurbplan.2021.104217},
	volume = {215},
	year = 2021,
	bdsk-url-1 = {https://doi.org/10.1016/j.landurbplan.2021.104217}}

@article{2021_land_roofpedia,
	author = {Abraham Noah Wu and Filip Biljecki},
	date-added = {2021-06-24 18:37:08 +0800},
	date-modified = {2021-06-24 18:37:08 +0800},
	doi = {10.1016/j.landurbplan.2021.104167},
	journal = {Landscape and Urban Planning},
	pages = {104167},
	title = {Roofpedia: Automatic mapping of green and solar roofs for an open roofscape registry and evaluation of urban sustainability},
	url = {https://doi.org/10.1016%2Fj.landurbplan.2021.104167},
	volume = {214},
	year = 2021,
	bdsk-url-1 = {https://doi.org/10.1016%2Fj.landurbplan.2021.104167},
	bdsk-url-2 = {https://doi.org/10.1016/j.landurbplan.2021.104167}}

@inproceedings{2021_caadria_aida,
	author = {Chen, Jielin and Stouffs, Rudi and Biljecki, Filip},
	booktitle = {Proceedings of the 26th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA) 2021},
	pages = {161--170},
	title = {{Hierarchical (Multi-Label) Architectural Image Recognition and Classification}},
	volume = {1},
	year = {2021}}

@article{2021_tgis_editorial,
	author = {Biljecki, Filip and Stouffs, Rudi and Kalantari, Mohsen},
	doi = {10.1111/tgis.12728},
	journal = {Transactions in GIS},
	number = {1},
	pages = {3--5},
	title = {{Emerging topics in 3D GIS}},
	volume = {25},
	year = {2021},
	bdsk-url-1 = {https://doi.org/10.1111/tgis.12728}}

@article{2021_joss_3dfier,
	author = {Ledoux, Hugo and Biljecki, Filip and Dukai, Bal{\'a}zs and Kumar, Kavisha and Peters, Ravi and Stoter, Jantien and Commandeur, Tom},
	date-added = {2021-01-28 09:07:29 +0800},
	date-modified = {2021-01-28 09:07:39 +0800},
	doi = {10.21105/joss.02866},
	journal = {Journal of Open Source Software},
	number = {57},
	pages = {2866},
	title = {{3dfier: automatic reconstruction of 3D city models}},
	volume = {6},
	year = {2021},
	bdsk-url-1 = {https://doi.org/10.21105/joss.02866}}

@article{2021_ceus_3d_farming,
	author = {Palliwal, Ankit and Song, Shuang and Tan, Hugh Tiang Wah and Biljecki, Filip},
	date-added = {2021-01-05 08:24:37 +0800},
	date-modified = {2021-01-05 08:24:56 +0800},
	doi = {10.1016/j.compenvurbsys.2020.101584},
	journal = {Computers, Environment and Urban Systems},
	pages = {101584},
	title = {{3D city models for urban farming site identification in buildings}},
	volume = {86},
	year = {2021},
	bdsk-url-1 = {https://doi.org/10.1016/j.compenvurbsys.2020.101584}}

@techreport{2020_geobim_final_report,
	author = {Noardo, F and Arroyo Ohori, A and Biljecki, F and Ellul, C and Harrie, L and Krijnen, T and Kokla, M and Agugiaro, G and Stoter, J},
	date-added = {2021-01-03 13:12:37 +0800},
	date-modified = {2021-01-03 13:14:09 +0800},
	institution = {ISPRS},
	title = {GeoBIM benchmark -- ISPRS Scientific initiative 2019 -- Final report},
	year = {2020}}

@article{2021_tgis_geobim_citygml,
	author = {Noardo, Francesca and Arroyo Ohori, Ken and Biljecki, Filip and Ellul, Claire and Harrie, Lars and Krijnen, Thomas and Eriksson, Helen and van Liempt, Jordi and Pla, Maria and Ruiz, Antonio and Hintz, Dean and Krueger, Nina and Leoni, Cristina and Leoz, Leire and Moraru, Diana and Vitalis, Stelios and Willkomm, Philipp and Stoter, Jantien},
	date-added = {2021-01-03 12:32:22 +0800},
	date-modified = {2021-01-03 12:32:40 +0800},
	doi = {10.1111/tgis.12710},
	issue = {2},
	journal = {Transactions in GIS},
	pages = {842-868},
	title = {{Reference study of CityGML software support: The GeoBIM benchmark 2019---Part II}},
	volume = {25},
	year = {2021},
	bdsk-url-1 = {https://doi.org/10.1111/tgis.12710}}

@article{2021_tgis_geobim_ifc,
	author = {Noardo, Francesca and Krijnen, Thomas and Arroyo Ohori, Ken and Biljecki, Filip and Ellul, Claire and Harrie, Lars and Eriksson, Helen and Polia, Lorenzo and Salheb, Nebras and Tauscher, Helga and van Liempt, Jordi and Goerne, Hendrik and Hintz, Dean and Kaiser, Tim and Leoni, Cristina and Warchol, Artur and Stoter, Jantien},
	date-added = {2021-01-03 12:29:40 +0800},
	date-modified = {2021-01-03 12:30:25 +0800},
	doi = {10.1111/tgis.12709},
	issue = {2},
	journal = {Transactions in GIS},
	pages = {805-841},
	title = {{Reference study of IFC software support: The GeoBIM benchmark 2019---Part I}},
	volume = {25},
	year = {2021},
	bdsk-url-1 = {https://doi.org/10.1111/tgis.12709}}

@inproceedings{2020_icdar_preface,
	address = {New York, NY, USA},
	author = {Dao, Minh-Son and Fjeld, Morten and Biljecki, Filip and Yavanoglu, Uraz and Dong, Mianxiong},
	booktitle = {Proceedings of the 2020 International Conference on Multimedia Retrieval},
	doi = {10.1145/3372278.3388041},
	isbn = {9781450370875},
	location = {Dublin, Ireland},
	numpages = {2},
	pages = {580--581},
	publisher = {Association for Computing Machinery},
	series = {ICMR '20},
	title = {ICDAR'20: Intelligent Cross-Data Analysis and Retrieval},
	url = {https://doi.org/10.1145/3372278.3388041},
	year = {2020},
	bdsk-url-1 = {https://doi.org/10.1145/3372278.3388041}}

@article{2021_autcon_ifc_citygml_ade,
	author = {Biljecki, Filip and Lim, Joie and Crawford, James and Moraru, Diana and Tauscher, Helga and Konde, Amol and Adouane, Kamel and Lawrence, Simon and Janssen, Patrick and Stouffs, Rudi},
	doi = {10.1016/j.autcon.2020.103440},
	journal = {Automation in Construction},
	pages = {103440},
	title = {{Extending CityGML for IFC-sourced 3D city models}},
	volume = {121},
	year = {2021},
	bdsk-url-1 = {https://doi.org/10.1016/j.autcon.2020.103440}}

@techreport{2020_wef,
	author = {{World Economic Forum - Global Future Council on Cities and Urbanization}},
	date-added = {2020-10-27 16:53:14 +0800},
	date-modified = {2020-10-27 16:57:00 +0800},
	institution = {{World Economic Forum}},
	title = {Smart at Scale: Cities to Watch - 25 Case Studies},
	year = {2020}}

@inproceedings{2020_fig_lod,
	address = {Amsterdam, the Netherlands},
	author = {Stoter, Jantien and Biljecki, Filip and Ho, Serene},
	booktitle = {FIG Working Week 2020},
	pages = {1--13},
	title = {{How might an LoD Logic Framework Help to Bridge the 3D Cadastre Research-to-Practice Gap? A Proposal for a Level of Implementation Framework}},
	year = {2020}}

@article{2020_3dgeoinfo_3d_asean,
	author = {Biljecki, F.},
	date-added = {2020-09-13 14:29:33 +0800},
	date-modified = {2020-09-13 14:30:49 +0800},
	doi = {10.5194/isprs-annals-vi-4-w1-2020-37-2020},
	journal = {ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {37--44},
	title = {{Exploration of open data in Southeast Asia to generate 3D building models}},
	volume = {VI-4/W1-2020},
	year = {2020},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-vi-4-w1-2020-37-2020}}

@article{2020_3dgeoinfo_ade_visualisation,
	author = {Lim, J. and Janssen, P. and Biljecki, F.},
	doi = {10.5194/isprs-archives-xliv-4-w1-2020-83-2020},
	journal = {ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {83--90},
	title = {{Visualising detailed CityGML and ADE at the building scale}},
	volume = {XLIV-4/W1-2020},
	year = {2020},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-xliv-4-w1-2020-83-2020}}

@article{2020_ijgi_geobim_integration,
	author = {Noardo, Francesca and Harrie, Lars and Arroyo Ohori, Ken and Biljecki, Filip and Ellul, Claire and Krijnen, Thomas and Eriksson, Helen and Guler, Dogus and Hintz, Dean and Jadidi, Mojgan A and Pla, Maria and Sanchez, Santi and Soini, Ville-Pekka and Stouffs, Rudi and Tekavec, Jernej and Stoter, Jantien},
	doi = {10.3390/ijgi9090502},
	journal = {ISPRS International Journal of Geo-Information},
	number = {9},
	pages = {502},
	title = {{Tools for BIM-GIS Integration (IFC Georeferencing and Conversions): Results from the GeoBIM Benchmark 2019}},
	volume = {9},
	year = {2020},
	bdsk-url-1 = {https://doi.org/10.3390/ijgi9090502}}

@article{2020_isprs_geobim,
	author = {Noardo, F. and Arroyo Ohori, K and Biljecki, F. and Ellul, C. and Harrie, L. and Krijnen, T. and Kokla, M. and Stoter, J.},
	doi = {10.5194/isprs-archives-xliii-b5-2020-227-2020},
	journal = {ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
	pages = {227--233},
	title = {{The ISPRS-EuroSDR GeoBIM benchmark 2019}},
	volume = {XLIII-B5-2020},
	year = {2020},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-xliii-b5-2020-227-2020}}

@mastersthesis{2020_osm_sg_building_quality,
	author = {Ethan Chen},
	school = {National University of Singapore},
	title = {Assessing the quality of OpenStreetMap building data in Singapore},
	year = {2020}}

@inproceedings{2020_sotm_3d,
	author = {Biljecki, Filip and Ang, Li Min},
	booktitle = {Proceedings of the Academic Track at the State of the Map 2020},
	date-modified = {2023-04-23 10:15:04 +0800},
	doi = {10.5281/zenodo.3922285},
	pages = {5-6},
	publisher = {Zenodo},
	title = {{Assessing global OpenStreetMap building completeness to generate large-scale 3D city models}},
	url = {https://doi.org/10.5281/zenodo.3922285},
	year = 2020,
	bdsk-url-1 = {https://doi.org/10.5281/zenodo.3922285}}

@article{2020_ijprs_application_lod,
	author = {Tang, Lei and Ying, Shen and Li, Lin and Biljecki, Filip and Zhu, HaiHong and Zhu, Yi and Yang, Fan and Su, Fei},
	doi = {10.1016/j.isprsjprs.2020.01.019},
	journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
	pages = {194--207},
	title = {{An application-driven LOD modeling paradigm for 3D building models}},
	volume = {161},
	year = {2020},
	bdsk-url-1 = {https://doi.org/10.1016/j.isprsjprs.2020.01.019}}

@article{2019_sdsc_airbnb_beijing,
	author = {Li, Jialin and Biljecki, Filip},
	doi = {10.5194/isprs-annals-IV-4-W9-79-2019},
	journal = {ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {79--86},
	title = {{The implementation of big data analysis in regulating online short-term rental business: a case of Airbnb in Beijing}},
	volume = {IV-4/W9},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-IV-4-W9-79-2019}}

@article{2019_3dgeoinfo_arch_preface,
	author = {Stouffs, R and Biljecki, F and Soon, KH and Khoo, VHS},
	doi = {10.5194/isprs-archives-XLII-4-W15-1-2019},
	journal = {Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {1--1},
	title = {{Preface}},
	volume = {XLII-4/W15},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-XLII-4-W15-1-2019}}

@article{2019_3dgeoinfo_ann_preface,
	author = {Stouffs, R and Biljecki, F and Soon, KH and Khoo, VHS},
	doi = {10.5194/isprs-annals-IV-4-W8-1-2019},
	journal = {ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {1--1},
	title = {{Preface}},
	volume = {IV-4/W8},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-IV-4-W8-1-2019}}

@article{2019_graph_transformation_rules_ifc_citygml,
	author = {Lim, J and Tauscher, H and Biljecki, F},
	doi = {10.5194/isprs-annals-IV-4-W8-83-2019},
	journal = {ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {83--90},
	title = {{Graph transformation rules for IFC-to-CityGML attribute conversion}},
	volume = {IV-4/W8},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-IV-4-W8-83-2019}}

@article{2019_geobim_intermediate,
	author = {Noardo, F and Biljecki, F and Agugiaro, G and Arroyo Ohori, K and Ellul, C and Harrie, L and Stoter, J},
	doi = {10.5194/isprs-archives-XLII-4-W15-47-2019},
	journal = {Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {47--52},
	title = {{GeoBIM benchmark 2019: intermediate results}},
	volume = {XLII-4/W15},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-XLII-4-W15-47-2019}}

@article{2019_considerations_3d_cadastre,
	author = {Stoter, J and Ho, S and Biljecki, F},
	doi = {10.5194/isprs-archives-XLII-4-W15-81-2019},
	journal = {Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {81--88},
	title = {{Considerations for a contemporary 3D cadastre for our times}},
	volume = {XLII-4/W15},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-XLII-4-W15-81-2019}}

@article{2019_bim_gis_quality,
	author = {Biljecki, F and Tauscher, H},
	doi = {10.5194/isprs-annals-IV-4-W8-35-2019},
	journal = {ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {35--42},
	title = {{Quality of BIM--GIS conversion}},
	volume = {IV-4/W8},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-IV-4-W8-35-2019}}

@article{2019_inferring_roof_type,
	author = {Biljecki, F and Dehbi, Y},
	doi = {10.5194/isprs-annals-IV-4-W8-27-2019},
	journal = {ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {27--34},
	title = {{Raise the roof: towards generating LoD2 models without aerial surveys using machine learning}},
	volume = {IV-4/W8},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-IV-4-W8-27-2019}}

@article{2019_gsw_preface_smartgeoapps_annals,
	author = {Agugiaro, Giorgio and Koeva, Mila and Wei, Tu and filip},
	doi = {10.5194/isprs-annals-IV-2-W5-501-2019},
	journal = {ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {501--501},
	title = {{Preface -- ISPRS workshop on advanced geospatial applications for smart cities and regions (SmartGeoApps 2019)}},
	volume = {IV-2/W5},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-annals-IV-2-W5-501-2019}}

@article{2019_gsw_preface_smartgeoapps_arch,
	author = {Agugiaro, Giorgio and Koeva, Mila and Wei, Tu and filip},
	doi = {10.5194/isprs-archives-XLII-2-W13-1287-2019},
	journal = {Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.},
	pages = {1287--1287},
	title = {{Preface -- ISPRS workshop on advanced geospatial applications for smart cities and regions (SmartGeoApps 2019)}},
	volume = {XLII-2/W13},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-XLII-2-W13-1287-2019}}

@article{2019_tgrs_ps3d,
	author = {Yang, Mengshi and Lopez-Dekker, Paco and Dheenathayalan, Prabu and filip and Liao, Mingsheng and Hanssen, Ramon F},
	doi = {10.1109/TGRS.2019.2901904},
	journal = {IEEE Transactions on Geoscience and Remote Sensing},
	pages = {1--13},
	title = {{Linking Persistent Scatterers to the Built Environment Using Ray Tracing on Urban Models}},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.1109/TGRS.2019.2901904}}

@inproceedings{2019_gsw_geobim_benchmark,
	author = {Noardo, Francesca and Arroyo Ohori, Ken and filip and Krijnen, Thomas and Ellul, Claire and Harrie, Lars and Stoter, Jantien},
	booktitle = {Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci.},
	date-modified = {2023-04-23 10:14:55 +0800},
	doi = {10.5194/isprs-archives-XLII-2-W13-1339-2019},
	pages = {1339--1346},
	title = {{GeoBIM benchmark 2019: design and initial results}},
	volume = {XLII-2-W13},
	year = {2019},
	bdsk-url-1 = {https://doi.org/10.5194/isprs-archives-XLII-2-W13-1339-2019}}