SCI, SSCI, AHCI ve ESCI İndeksli Dergilerde Yayınlanan Makaleler
2025
• Aydinoglu, A. C., Bovkir, R., Colkesen, İ., Seyrek, E. C., & Bilgin, M. S. (2025). Developing a mobile application with geo-analytic tools to perform real estate valuation within smart cities. Survey Review, 57(400), 1-19. https://doi.org/10.1080/00396265.2024.2324225
• Döş, M. E., Seyrek, E. C., & Uysal, M. (2025). Deep learning based building change detection by integrating building footprint data to pre and post-earthquake VHR satellite images from February 6, 2023, Kahramanmaraş earthquake: a case study for Hatay-Antakya. International Journal of Remote Sensing, 1–24. https://doi.org/10.1080/01431161.2025.2557587
• Narin, O. G. (2025). Gap filling of water level time series with water area using remote sensing data: a comparative performance analysis of polynomial functions, XGBoost, Random Forest and Support Vector Machine. Hydrological Sciences Journal. https://doi.org/10.1080/02626667.2025.2458555
• Narin, O. G., Lindenbergh, R., & Abdikan, S. (2025). Temporal Analysis of Reservoirs, Lakes, and Rivers in the Euphrates–Tigris Basin from Multi-Sensor Data Between 2018 and 2022. Remote Sensing, 17(16), 2913. https://doi.org/10.3390/rs17162913
• Narin, O. G., Sekertekin, A., Bayik, C., Bektas Balcik, F., Arıkan, M., Sanli, F. B., & Abdikan, S. (2025). Multi-Sensor Flood Mapping in Urban and Agricultural Landscapes of the Netherlands Using SAR and Optical Data with Random Forest Classifier. Remote Sensing, 17(15), 2712. https://doi.org/10.3390/rs17152712
• Özkan, A., Yavaşoğlu, H. H., Tiryakioğlu, İ., Uslular, G., Karabulut, M. F., Ulrich, P., & Masson, F. (2025). New GPS-derived velocity field for Marmara region: Implications for the kinematics along the North Anatolian Fault Zone. Tectonophysics, 230828. https://doi.org/10.1016/j.tecto.2025.230828
• Seyrek, E. C., Narin, O. G., & Uysal, M. (2025). Forest canopy cover estimation with machine learning using GEDI and Landsat data in the Western Marmara Region, Türkiye. Earth Science Informatics, 18(2), 1-18. https://doi.org/10.1007/s12145-025-01747-7
• Şafak Yaşar, Ş., Tiryakioğlu, İ., Aktuğ, B., Erdoğan, H., & Özkaymak, Ç. (2025). Determination of Anatolian Plate’s tectonic block boundaries with clustering analysis using GNSS sites velocities. Geomatics, Natural Hazards and Risk, 16(1). https://doi.org/10.1080/19475705.2024.2446588
• Yiğit, A. Y., & Uysal, M. (2025). Detection of cracks in cultural heritage buildings using UAV photogrammetry-based digital twin. ACM Journal on Computing and Cultural Heritage, 18(1), 1-17. https://doi.org/10.1145/3703634
• Yiğit, A. Y., & Uysal, M. (2025). Virtual reality visualisation of automatic crack detection for bridge inspection from 3D digital twin generated by UAV photogrammetry. Measurement, 242, 115931. https://doi.org/10.1016/j.measurement.2024.115931
2024
• Narin, O. G., Abdikan, S., Gullu, M., Lindenbergh, R., Balik Sanli, F., & Yilmaz, I. (2024). Improving global digital elevation models using space-borne GEDI and ICESat-2 LiDAR altimetry data. International Journal of Digital Earth, 17(1), 2316113. https://doi.org/10.1080/17538947.2024.2316113
• Sari, F., & Yalcin, M. (2024). Investigation of the importance of criteria in potential wind farm sites via machine learning algorithms. Journal of Cleaner Production, 435, 140575. https://doi.org/10.1016/j.jclepro.2024.140575
• Seyrek, E. C., & Uysal, M. (2024). Investigation of the performances of Support Vector Machine, Random Forest, and 3D-2D Convolutional Neural Network for Hyperspectral Image Classification. Earth Sciences Research Journal, 28(2). https://doi.org/10.15446/esrj.v28n2.105296
• Solak, H. İ., Şentürk, M. D., Çakanşimşek, E. B., Yaşar, Ş. Ş., Eyübagil, E. E., Erdoğan, A. O., … & Tiryakioğlu, İ. (2024). Earthquake magnitude estimation based on peak ground displacements recorded by high-rate GNSS for February 6, 2023, earthquake sequence in Turkiye. The European Physical Journal Plus, 139(9), 817. https://doi.org/10.1140/epjp/s13360-024-05576-3
• Solak, H. İ., Tiryakioğlu, İ., Özkaymak, Ç., Sözbilir, H., Aktuğ, B., Yavaşoğlu, H. H., & Özkan, A. (2024). Recent tectonic features of Western Anatolia based on half-space modeling of GNSS Data. Tectonophysics, 872, 230194. https://doi.org/10.1016/j.tecto.2023.230194
• Yalcin, M., Kalaycioglu, S., Basaran, C., Sari, F., & Gul, F. K. (2024). Exploration of potential geothermal fields using GIS-based entropy method, a case study of the Sandıklı. Renewable Energy, 121719. https://doi.org/10.1016/j.renene.2024.121719
• Yiğit, A. Y., & Uysal, M. (2024). Automatic Crack Detection and Structural Inspection of Cultural Heritage Buildings Using UAV Photogrammetry and Digital Twin Technology. Journal of Building Engineering, 109952. https://doi.org/10.1016/j.jobe.2024.109952
2023
• Hastaoglu, K. O., Poyraz, F, Erdogan, H., Tiryakioglu, İ., Ozkaymak, C., Duman, H, … & Gul, Y. (2023). Determination of periodic deformation from InSAR results using the FFT time series analysis method in Gediz Graben. Natural Hazards, 117(1), 491-517. https://doi.org/10.1007/s11069-023-05870-w
• Narin, O. G., & Abdikan, S. (2023). Multi-temporal analysis of inland water level change using ICESat-2 ATL-13 data in lakes and dams. Environmental Science and Pollution Research, 30(6), 15364-15376. https://doi.org/10.1007/s11356-022-23172-9
• Narin, O. G., & Gullu, M. (2023). A comparison of vertical accuracy of global DEMs and DEMs produced by GEDI, ICESat-2. Earth Science Informatics, 16(3), 2693-2707. https://doi.org/10.1007/s12145-023-01060-1
• Olgun, M., Karaduman, Y., Belen, S., Akin, A., Yalçin, M., Başçiftçi, Z. B., … & Ardiç, M. (2023). Investigation of climate-quality relationship in bread wheat (T. aestivum L.) by novel statistical approach (ESOGÜ quality index). Environmental Monitoring and Assessment, 195(5), 533. https://doi.org/10.1007/s10661-023-11108-w
• Özkan, A., Solak, H. İ., Tiryakioğlu, İ., Şentürk, M. D., Aktuğ, B., Gezgin, C., … & Yavaşoğlu, H. H. (2023). Characterization of the co-seismic pattern and slip distribution of the February 06, 2023, Kahramanmaraş (Turkey) earthquakes (Mw 7.7 and Mw 7.6) with a dense GNSS network. Tectonophysics, 866, 230041. https://doi.org/10.1016/j.tecto.2023.230041
• Sarı, F., & Yalcin, M. (2023). Maximum entropy model-based spatial sinkhole occurrence prediction in Karapınar, Turkey. Kuwait Journal of Science, 50(1B). https://doi.org/10.48129/kjs.19149
• Vatandaslar, C., Narin, O. G., & Abdikan, S. (2023). Retrieval of forest height information using spaceborne LiDAR data: a comparison of GEDI and ICESat-2 missions for Crimean pine (Pinus nigra) stands. Trees, 37(3), 717-731. https://doi.org/10.1007/s00468-022-02378-x
• Yalcin, M., Sari, F., & Yildiz, A. (2023). Exploration of potential geothermal fields using MAXENT and AHP: A case study of the Büyük Menderes Graben. Geothermics, 114, 102792. https://doi.org/10.1016/j.geothermics.2023.102792
2022
• Doğan, A., Kaygusuz, Ç., Tiryakioğlu, İ., Yigit, C. O., Sözbilir, H., Özkaymak, Ç., & Turgut, B. (2022). Geodetic evidence for aseismic fault movement on the eastern segment of the Gediz Graben system (western Anatolia extensional province, Turkey) and its significance for settlements. Acta Geodaetica et Geophysica, 57(3), 461-476. https://doi.org/10.1007/s40328-022-00389-1
• Narin, O. G., & Abdikan, S. (2022). Monitoring of phenological stage and yield estimation of sunflower plant using Sentinel-2 satellite images. Geocarto international, 37(5), 1378-1392. https://doi.org/10.1080/10106049.2020.1765886
• Tiryakioğlu, İ., Çalışkan, K., Yigit, C., Hastaoğlu, K., Poyraz, F., Baybura, T., … & Özkaymak, Ç. (2022). The velocity of aseismic surface deformations between 2016-2020 detected by precise leveling surveys of the Akşehir Simav Fault System in the Bolvadin district, western Anatolia. Annals of Geophysics, 65(5). https://doi.org/10.4401/ag-8784
• Yalcin, M. (2022). Mapping the global spatio-temporal dynamics of COVID-19 outbreak using cartograms during the first 150 days of the pandemic. Geocarto International, 37(13), 3791-3800. https://doi.org/10.1080/10106049.2020.1844310
2021
• Eroğlu, M., & Narin, Ö. G. (2021). İnsansız hava aracı ile üretilen Sayısal Yükseklik Modeli (SYM) ile Google Earth ve HGM Küre verilerinin karşılaştırılması. Politeknik Dergisi, 24(2), 545-551. https://doi.org/10.2339/politeknik.676608
• Narin, O. G., & Gullu, M. (2021). Evaluating the Planimetric Accuracy of a Historical Map (Europe and the Mediterranean Sea by Piri Reis): A New Method and Cartographic Analysis. The Cartographic Journal, 58(4), 341-352. https://doi.org/10.1080/00087041.2021.1956064
• Oktar, O., Erdoğan, H., Poyraz, F., & Tiryakioğlu, İ. (2021). Investigation of deformations with the GNSS and PSInSAR methods. Arabian Journal of Geosciences, 14, 1-16. https://doi.org/10.1007/s12517-021-08765-x
• Yigit, C. O., El-Mowafy, A., Anil Dindar, A., Bezcioglu, M., & Tiryakioglu, I. (2021). Investigating performance of high-rate GNSS-PPP and PPP-AR for structural health monitoring: Dynamic tests on shake table. Journal of Surveying Engineering, 147(1), 05020011. https://doi.org/10.1061/(ASCE)SU.1943-5428.0000343
2020
• Polat, N., & Uysal, M. (2020). An investigation of tree extraction from UAV-based photogrammetric dense point cloud. Arabian Journal of Geosciences, 13(17), 846. https://doi.org/10.1007/s12517-020-05769-x
• Şafak, Ş., Tiryakioğlu, İ., Erdoğan, H., Solak, H. İ., & Aktuğ, B. (2020). Determination of parameters affecting the accuracy of GNSS station velocities. Measurement, 164, 108003. https://doi.org/10.1016/j.measurement.2020.108003
• Tiryakioğlu, I., & Bozkuş, H. B. (2020). Determination of surface deformations in Bolvadin Fault by the precision levelling method and investigation of the relationship with underground water. Bollettino di Geofisica Teorica ed Applicata, 61(4), 499-516. https://doi.org/10.4430/bgta0321
• Yalcin, M. (2020). A GIS-based multi-criteria decision analysis model for determining glacier vulnerability. ISPRS International Journal of Geo-Information, 9(3), 180. https://doi.org/10.3390/ijgi9030180
• Yalcin, M., Kilic Gul, F., Yildiz, A., Polat, N., & Basaran, C. (2020). The mapping of hydrothermal alteration related to the geothermal activities with remote sensing at Akarcay Basin (Afyonkarahisar), using Aster data. Arabian Journal of Geosciences, 13(21), 1166. https://doi.org/10.1007/s12517-020-06083-2
• Yalcin, M., & Polat, N. (2020). The impact of glacier surface temperature on the glacier retreat of Ağrı mountain. Journal of the Indian Society of Remote Sensing, 48, 1433-1441. https://doi.org/10.1007/s12524-020-01167-8
2019
• Baybura, T., Tiryakioğlu, İ., Uğur, M. A., Solak, H. İ., & Şafak, Ş. (2019). Examining the accuracy of network RTK and long base RTK methods with repetitive measurements. Journal of Sensors, 2019(1), 3572605. https://doi.org/10.1155/2019/3572605
• Gullu, M., & Narin, O. G. (2019). Georeferencing of the Nile River in Piri Reis 1521 map, Using artificial neural network method. Acta Geodaetica et Geophysica, 54, 387-401. https://doi.org/10.1007/s40328-019-00255-7
• Tiryakioğlu, I., Yigit, C. O., Ozkaymak, C., Baybura, T., Yilmaz, M., Ugur, M. A., … & Gulal, V. E. (2019). Active surface deformations detected by precise levelling surveys in the Afyon-Akşehir Graben, Western Anatolia, Turkey. Geofizika, 36(1), 33-52. https://doi.org/10.15233/gfz.2019.36.4
• Toprak, A. S., Polat, N., & Uysal, M. (2019). 3D modeling of lion tombstones with UAV photogrammetry: a case study in ancient Phrygia (Turkey). Archaeological and Anthropological Sciences, 11(5), 1973-1976. https://doi.org/10.1007/s12520-018-0649-z
• Yalcin, M. (2019). The impact of topographical parameters to the glaciation and glacial retreat on Mount Ağrı (Ararat). Environmental Earth Sciences, 78, 1-10. https://doi.org/10.1007/s12665-019-8374-1
2018
• Polat, N., & Uysal, M. (2018). An experimental analysis of digital elevation models generated with Lidar Data and UAV photogrammetry. Journal of the Indian Society of Remote Sensing, 46(7), 1135-1142. https://doi.org/10.1007/s12524-018-0760-8
• Tiryakioğlu, İ., Aktuğ, B., Yiğit, C. Ö., Yavaşoğlu, H. H., Sözbilir, H., Özkaymak, Ç., … & Özener, H. (2018). Slip distribution and source parameters of the 20 July 2017 Bodrum-Kos earthquake (Mw6. 6) from GPS observations. Geodinamica acta, 30(1), 1-14. https://doi.org/10.1080/09853111.2017.1408264
• Tiryakioğlu, İ., Özkaymak, Ç., Baybura, T., Sözbilir, H., & Uysal, M. (2018). Comparison of palaeostress analysis, geodetic strain rates and seismic data in the western part of the Sultandagi fault in Turkey. Annals of Geophysics, 61(3). https://doi.org/10.4401/ag-7591
• Yavaşoğlu, H. H., Kalkan, Y., Tiryakioğlu, İ., Yigit, C. O., Özbey, V., Alkan, M. N., … & Alkan, R. M. (2018). Monitoring the deformation and strain analysis on the Ataturk Dam, Turkey. Geomatics, Natural Hazards and Risk, 9(1), 94-107. https://doi.org/10.1080/19475705.2017.1411400
• Yilmaz, M., & Tiryakioglu, I. (2018). The astronomical orientation of the historical Grand mosques in Anatolia (Turkey). Archive for History of Exact Sciences, 72, 565-590. https://doi.org/10.1007/s00407-018-0215-1
• Yilmaz, M., Yilmaz, I., & Uysal, M. (2018). The evaluation of gravity anomalies based on global models by land gravity data. International Journal of Geological and Environmental Engineering, 12(11), 814-820. https://doi.org/10.5281/zenodo.2021665
2017
• Tiryakioglu, I., Yavasoglu, H., Ugur, M. A., Özkaymak, Ç., Yilmaz, M., Kocaoglu, H., & Turgut, B. (2017). Analysis of October 23 (Mw 7.2) and November 9 (Mw 5.6), 2011 Van earthquakes using long-term GNSS time series. Earth Sciences Research Journal, 21(3), 147-156. http://dx.doi.org/10.15446/esrj.v21n3.62812
• Tiryakioglu, I., Yigit, C. O., Yavasoglu, H., Saka, M. H., & Alkan, R. M. (2017). The determination of interseismic, coseismic and postseismic deformations caused by the Gökçeada-Samothraki earthquake (2014, Mw: 6.9) based on GNSS data. Journal of African Earth Sciences, 133, 86-94. https://doi.org/10.1016/j.jafrearsci.2017.05.012
• Yalcin, M., & Gul, F. K. (2017). A GIS-based multi criteria decision analysis approach for exploring geothermal resources: Akarcay basin (Afyonkarahisar). Geothermics, 67, 18-28. https://doi.org/10.1016/j.geothermics.2017.01.002
• Yilmaz, M., Turgut, B., Gullu, M., & Yilmaz, I. (2017). Application of artificial neural networks to height transformation. Tehnicki Vjesnik, 24(2), 443-448. https://doi.org/10.17559/TV-20151116094353
2016
• Yilmaz, I. (2016). Geo-information heritage contained within Kitab-ı Bahriye (book of navigation): The Sicily Island. Journal of Cultural Heritage, 19, 502-510. https://doi.org/10.1016/j.culher.2015.12.006
• Yilmaz, M., & Uysal, M. (2016). Comparison of data reduction algorithms for Li DAR‐derived digital terrain model generalisation. Area, 48(4), 521-532. https://doi.org/10.1111/area.12276
2015
• Polat, N., & Uysal, M. (2015). Investigating performance of Airborne LiDAR data filtering algorithms for DTM generation. Measurement, 63, 61-68. https://doi.org/10.1016/j.measurement.2014.12.017
• Polat, N., Uysal, M., & Toprak, A. S. (2015). An investigation of DEM generation process based on LiDAR data filtering, decimation, and interpolation methods for an urban area. Measurement, 75, 50-56. https://doi.org/10.1016/j.measurement.2015.08.008
• Tiryakioğlu, I. (2015). Geodetic aspects of the 19 May 2011 Simav earthquake in Turkey. Geomatics, Natural Hazards and Risk, 6(1), 76-89. https://doi.org/10.1080/19475705.2013.831379
• Uysal, M., & Polat, N. (2015). An investigation of the relationship between land surface temperatures and biophysical indices retrieved from Landsat TM in Afyonkarahisar (Turkey). Tehnicki Vjesnik-Technical Gazette, 22(1), 177-182. https://doi.org/10.17559/TV-20140514212110
• Uysal, M., Toprak, A. S., & Polat, N. (2015). DEM generation with UAV Photogrammetry and accuracy analysis in Sahitler hill. Measurement, 73, 539-543. https://doi.org/10.1016/j.measurement.2015.06.010
• Uysal, M. M., & Uysal, M. (2015). Urban growth simulation using sleuth in Afyonkarahisar (Turkey). Tehnički vjesnik, 22(5), 1255-1261. https://doi.org/10.17559/TV-20140821082956
• Yilmaz, I. (2015). A historical review of the geographical information on the source of the N ile contained within the ‘B ook of Navigation’(K itab‐ı B ahriye). Area, 47(3), 272-281. https://doi.org/10.1111/area.12190
2014
• Aydın, M., & Uysal, M. (2014). Risk assessment of coastal erosion of Karasu coast in Black Sea. Journal of coastal conservation, 18, 673-682. https://doi.org/10.1007/s11852-014-0343-y
• Yilmaz, M., & Gullu, M. (2014). A comparative study for the estimation of geodetic point velocity by artificial neural networks. Journal of Earth System Science, 123, 791-808. https://doi.org/10.1007/s12040-014-0411-6
2013
• Erdogan, S., Yalçin, M., & Dereli, M. A. (2013). Exploratory spatial analysis of crimes against property in Turkey. Crime, Law and Social Change, 59, 63-78. https://doi.org/10.1007/s10611-012-9398-6
• Gülal, E., Erdoğan, H., & Tiryakioğlu, İ. (2013). Research on the stability analysis of GNSS reference stations network by time series analysis. Digital Signal Processing, 23(6), 1945-1957. https://doi.org/10.1016/j.dsp.2013.06.014
• Gülal, E., Tiryakioğlu, I., Erdoğan, S., Aykut, N. O., Baybura, T., Akpinar, B., … & Soycan, M. (2013). Tectonic activity inferred from velocity field of GNSS measurements in Southwest of Turkey. Acta Geodaetica et Geophysica, 48, 109-121. https://doi.org/10.1007/s40328-012-0005-1
• Tiryakioğlu, İ., Floyd, M., Erdoğan, S., Gülal, E., Ergintav, S., McClusky, S., & Reilinger, R. (2013). GPS constraints on active deformation in the Isparta Angle region of SW Turkey. Geophysical Journal International, 195(3), 1455-1463. https://doi.org/10.1093/gji/ggt323
• Uzel, T., Eren, K., Gulal, E., Tiryakioglu, I., Dindar, A. A., & Yilmaz, H. (2013). Monitoring the tectonic plate movements in Turkey based on the national continuous GNSS network. Arabian Journal of Geosciences, 6, 3573-3580. https://doi.org/10.1007/s12517-012-0631-5
• Yilmaz, M. (2013). Artificial neural networks pruning approach for geodetic velocity field determination. Boletim de Ciências Geodésicas, 19, 558-573. https://doi.org/10.1590/S1982-21702013000400003
2012
• Yilmaz, I., & Gullu, M. (2012). Georeferencing of historical maps using back propagation artificial neural network. Experimental Techniques, 36, 15-19. https://doi.org/10.1111/j.1747-1567.2010.00694.x
• Yilmaz, M. (2012). Historical mosque orientation in Turkey: central-western anatolia region, 1150–1590. Journal of Historical Geography, 38(4), 359-371. https://doi.org/10.1016/j.jhg.2012.06.002
2011
• Güllü, M., Yilmaz, İ., Yilmaz, M., & Turgut, B. (2011). An alternative method for estimating densification point velocity based on back propagation artificial neural networks. Studia Geophysica et Geodaetica, 55, 73-86. https://doi.org/10.1007/s11200-011-0005-6
• Yıldırım, Ü., Erdoğan, S., & Uysal, M. (2011). Changes in the coastline and water level of the Akşehir and Eber Lakes between 1975 and 2009. Water resources management, 25, 941-962. https://doi.org/10.1007/s11269-010-9735-4
2010
• Gullu, M. (2010). Coordinate transformation by radial basis function neural network. Scientific Research and Essays, 5(20), 3141-3146. https://doi.org/10.5897/SRE.9000308
• Gullu, M., & Yilmaz, I. (2010). Outlier detection for geodetic nets using ADALINE learning algorithm. Scientific Research and Essays, 5(5), 440-447. https://doi.org/10.5897/SRE.9000703
• Sezen, E., & Baybura, T. (2010). The investigation of long-term sea level variations at Antalya-I (1935–1977) and Antalya-II (1985–2005) tide gauge stations (Turkey). Scientific Research and Essays, 5(10), 1100-1110. https://doi.org/10.5897/SRE.9000925
• Yilmaz, I. (2010). The Kitab-ı Bahriye (book of navigation) of Piri Reis. The Cartographic Journal, 47(3), 278-283. https://doi.org/10.1179/000870410X12708074472152
• Yilmaz, I., Gullu, M., Yilmaz, M., & Dereli, M. A. (2010). Compass roses on the Book of Navigation (Kitab-ı Bahriye): Declination data source for geomagnetic field models. Physics of the Earth and Planetary Interiors, 182(3-4), 170-174. https://doi.org/10.1016/j.pepi.2010.07.011
• Yilmaz, I., Yilmaz, M., Gullu, M., & Turgut, B. (2010). Evaluation of recent global geopotential models based on GPS/levelling data over Afyonkarahisar (Turkey). Scientific Research and Essays, 5(5), 484-493. https://doi.org/10.5897/SRE.9000477
2009
• Erdoğan, S., Şahin, M., Tiryakioğlu, İ., Gülal, E., & Telli, A. K. (2009). GPS velocity and strain rate fields in Southwest Anatolia from repeated GPS measurements. Sensors, 9(3), 2017-2034. https://doi.org/10.3390/s90302017
• Yilmaz, I. (2009). A research on the accuracy of landform volumes determined using different interpolation methods. Scientific Research and Essay, 4(11), 1248-1259. https://doi.org/10.5897/SRE.9000101
2008
• Erdoğan, S., Şahin, M., Yavaşoğlu, H., Tiryakioğlu, İ., Erden, T., Karaman, H., … & Boz, Y. (2008). Monitoring of deformations along Burdur Fethiye Fault zone with GPS. Journal of Earthquake Engineering, 12(S2), 109-118. https://doi.org/10.1080/13632460802013784
• Erdogan, S., Yilmaz, I., Baybura, T., & Gullu, M. (2008). Geographical information systems aided traffic accident analysis system case study: city of Afyonkarahisar. Accident Analysis & Prevention, 40(1), 174-181. https://doi.org/10.1016/j.aap.2007.05.004