Street-level noise assessment across different urban block typologies: a voxel-based forward ray tracing model

Sirwan Salimi , Yongmei Lu

Computational Urban Science ›› 2026, Vol. 6 ›› Issue (1) : 36

PDF
Computational Urban Science ›› 2026, Vol. 6 ›› Issue (1) :36 DOI: 10.1007/s43762-026-00270-9
Original Paper
research-article
Street-level noise assessment across different urban block typologies: a voxel-based forward ray tracing model
Author information +
History +
PDF

Abstract

Urban noise pollution is a growing concern with significant implications for public health and urban livability. This study introduces a voxel-based forward ray tracing (V-FRT) method to investigate how different types of urban block design may impact street-level noise distribution. Nine urban block scenarios were simulated by considering the various building types and densities. V-FRT was implemented in Grasshopper Rhino to estimate noise propagation from urban traffic. The results show that dense and enclosed urban design, particularly high-density perimeter blocks, is conducive to noise concentration, resulting in the largest proportion of urban space being exposed to noise levels exceeding 55 dB. In contrast, open configurations, such as low-density single-building blocks, tend to facilitate noise reduction. It was also found that the noise level is consistently the highest up to two meters above the urban streets, which is the primary space where most people conduct their outdoor activities. The study demonstrates the V-FRT model’s ability to capture both horizontal and vertical patterns of noise distribution, providing a scalable approach for assessing urban noise environments. It demonstrates that urban design choices can significantly reduce or increase noise exposure, underscoring the importance of urban design in promoting healthy cities.

Keywords

Healthy city / Urban noise / Urban design / Spacematrix / Forward ray tracing / 3D voxel

Cite this article

Download citation ▾
Sirwan Salimi, Yongmei Lu. Street-level noise assessment across different urban block typologies: a voxel-based forward ray tracing model. Computational Urban Science, 2026, 6(1): 36 DOI:10.1007/s43762-026-00270-9

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Abou Jaoude G, Mumm O, Carlow VM. An overview of scenario approaches: A guide for urban design and planning. Journal of Planning Literature, 2022, 37(3): 467-487

[2]

Alam P, Ahmad K, Khan AH, Khan NA, Dehghani MH. 2D and 3D mapping of traffic induced noise near major roads passing through densely populated residential area of South Delhi India. PLoS ONE, 2021, 16(3): e0248939

[3]

Anjana K, Alex AP, Manju VS. A 3D noise hotspot mapping approach using GIS tools for urban roads in India. Journal of the Institution of Engineers (India): Series A, 2025, 106(4): 1209-1220

[4]

Aumond P, Can A, Mallet V, De Coensel B, Ribeiro C, Botteldooren D, Lavandier C. Kriging-based spatial interpolation from measurements for sound level mapping in urban areas. The Journal of the Acoustical Society of America, 2018, 143(5): 2847-2857

[5]

Basner M, McGuire S. WHO environmental noise guidelines for the European Region: A systematic review on environmental noise and effects on sleep. International Journal of Environmental Research and Public Health, 2018, 15(3): 519

[6]

Benocci R, Bisceglie A, Angelini F, Zambon G. Influence of traffic noise from local and surrounding areas on high-rise buildings. Applied Acoustics, 2020, 166 107362

[7]

Berghauser Pont, M., & Haupt, P. A. (2023). Spacematrix: Space, density and urban form. TU Delft OPEN Publishing. https://books.open.tudelft.nl/home/catalog/book/38. (last accessed on January 20, 2026).

[8]

Cai M, Yao Y, Wang H. Urban Traffic Noise Maps under 3D Complex Building Environments on a Supercomputer. Journal of Advanced Transportation, 2018, 2018(1): 7031418

[9]

Carmona, M., Bento, J., & Gabrieli, T. (2023). Urban design governance in Europe. In Urban Design Governance (pp. 1–42). UCL Press.

[10]

Carugno M, Imbrogno P, Zucchi A, Ciampichini R, Tereanu C, Sampietro G, Barbaglio G, Pesenti B, Barretta F, Bertazzi PA. Effects of aircraft noise on annoyance, sleep disorders, and blood pressure among adult residents near the Orio al Serio International Airport (BGY) Italy. La Medicina Del Lavoro, 2018, 109(4): 253

[11]

Chen X, Liu M, Zuo L, Wu X, Chen M, Li X, An T, Chen L, Xu W, Peng S, Chen H, Liang X, Hao G. Environmental noise exposure and health outcomes: An umbrella review of systematic reviews and meta-analysis. European Journal of Public Health, 2023, 33(4): 725-731

[12]

Cutrona CE, Wallace G, Wesner KA. Neighborhood characteristics and depression: An examination of stress processes. Current Directions in Psychological Science, 2006, 15(4): 188-192

[13]

de PaivaVianna KM, Alves Cardoso MR, Rodrigues RMC. Noise pollution and annoyance: An urban soundscapes study. Noise & Health, 2015, 17(76): 125-133

[14]

Deng Y, Cheng JCP, Anumba C. A framework for 3D traffic noise mapping using data from BIM and GIS integration. Structure and Infrastructure Engineering, 2016, 12(10): 1267-1280

[15]

Dreher, M., Dutilleux, G., & Junker, F. (2012). Optimized 3D ray tracing algorithm for environmental acoustic studies.

[16]

European Parliament & Council of the European Union (EP and Council). (2002). Directive 2002/49/EC relating to the assessment and management of environmental noise. Official Journal of the European Communities, L189, 12–25. https://eur-lex.europa.eu/eli/dir/2002/49/oj

[17]

European Environment Agency (EEA) (2020). Environmental noise in Europe — 2020. https://www.eea.europa.eu/en/analysis/publications/environmental-noise-in-europe. (accessed on Jan 15, 2026).

[18]

Everest, F. A., & Pohlmann, K. C. (2015). Master handbook of acoustics / F. Alton Everest, Ken C. Pohlmann.

[19]

Ferrer N. Lindon JC. Forensic science, applications of IR spectroscopy. Encyclopedia of Spectroscopy and Spectrometry, 1999Elsevier603-615

[20]

Guedes ICM, Bertoli SR, Zannin PH. Influence of urban shapes on environmental noise: A case study in Aracaju—Brazil. Science of the Total Environment, 2011, 412: 66-76

[21]

Han X, Huang X, Liang H, Ma S, Gong J. Analysis of the relationships between environmental noise and urban morphology. Environmental Pollution, 2018, 233: 755-763

[22]

Harman BI, Koseoglu H, Yigit CO. Performance evaluation of IDW, Kriging and multiquadric interpolation methods in producing noise mapping: A case study at the city of Isparta, Turkey. Applied Acoustics, 2016, 112: 147-157

[23]

Hoffmann, B., & Vienneau, D. (2024). At the heart of the matter: Do we still underestimate noise effects on cardiovascular health? The Lancet Regional Health – Europe, 47, 101134.

[24]

Hong XC, Zhang DY, Hu FB, Guo LH, Liu J, Guo H. Does urban green space form influence the spatial pattern of noise complaints?. Sustainable Cities and Society, 2025, 130: 106506

[25]

Hornikx M, Forssén J. Noise abatement schemes for shielded canyons. Applied Acoustics, 2009, 70(2): 267-283

[26]

Hughes TJ, Cottrell JA, Bazilevs Y. Isogeometric analysis: CAD, finite elements, NURBS, exact geometry and mesh refinement. Computer Methods in Applied Mechanics and Engineering, 2005, 194(39–41): 4135-4195

[27]

International Organization of Standards (ISO). (2024). ISO 9613–2 Acoustics — Attenuation of sound during propagation outdoors — Part 2: Engineering method for the prediction of sound pressure levels outdoors.

[28]

ISGlobal. (2024). Barcelona institute for global health. ISGlobal Ranking Of Cities.

[29]

Iu KK, Li KM. The propagation of sound in narrow street canyons. The Journal of the Acoustical Society of America, 2002, 112(2): 537-550

[30]

Jamei E, Ahmadi K, Chau HW, Seyedmahmoudian M, Horan B, Stojcevski A. Urban design and walkability: Lessons learnt from Iranian traditional cities. Sustainability, 2021, 13(10): 5731

[31]

Kalisa E, Irankunda E, Rugengamanzi E, Amani M. Noise levels associated with urban land use types in Kigali. Rwanda. Heliyon, 2022, 8(9): e10653

[32]

Kang J. Urban sound environment, 2006CRC Press

[33]

Kapralos B, Jenkin M, Milios E. Sonel mapping: A probabilistic acoustical modeling method. Building Acoustics, 2008, 15: 289

[34]

Kim J, Kwan M-P. How neighborhood effect averaging might affect assessment of individual exposures to air pollution: A study of ozone exposures in Los Angeles. Annals of the American Association of Geographers, 2021, 111(1): 121-140

[35]

Kim Y, Yeo H, Lim L. Sustainable, walkable cities for the elderly: Identification of the built environment for walkability by activity purpose. Sustainable Cities and Society, 2024, 100: 105004

[36]

King G, Roland-Mieszkowski M, Jason T, Rainham DG. Noise levels associated with urban land use. Journal of Urban Health, 2012, 89(6): 1017-1030

[37]

Lewis, S., & Zapata, E. (2025). How much time do we spend in neighborhoods? Available at SSRN 5180441.

[38]

Lu Y, Fang TB. Examining personal air pollution exposure, intake, and health danger zone using time geography and 3d geovisualization. ISPRS International Journal of Geo-Information, 2015, 4(1): 32-46

[39]

Manolopoulos, Y., Nanopoulos, A., Papadopoulos, A. N., & Theodoridis, Y. (2006). R-trees: Theory and applications: Theory and applications. Springer Science & Business Media.

[40]

Maryland General Assembly Website. (n.d.). Sound levels and their effects.https://mgaleg.maryland.gov/cmte_testimony/2024/ecm/1I7X18LiLthdHKhxoqw3LAFT_0-LwKMXh.pdf. (last accessed on January 20, 2026).

[41]

Mayntz SP, Rosenbech KE, Mohamed RA, Lindholt JS, Diederichsen ACP, Frohn LM, Lambrechtsen J. Impact of air pollution and noise exposure on cardiovascular disease incidence and mortality: A systematic review. Heliyon, 2024, 10(21): e39844

[42]

McAlexander TP, Gershon RRM, Neitzel RL. Street-level noise in an urban setting: Assessment and contribution to personal exposure. Environmental Health : A Global Access Science Source, 2015, 14: 18

[43]

Mo Q, Yeh H, Lin M, Manocha D. Analytic ray curve tracing for outdoor sound propagation. Applied Acoustics, 2016, 104: 142-151

[44]

Morillas JMB, Gozalo GR, González DM, Moraga PA, Vílchez-Gómez R. Noise pollution and urban planning. Current Pollution Reports, 2018, 4(3): 208-219

[45]

Nicol F, Wilson M. The effect of street dimensions and traffic density on the noise level and natural ventilation potential in urban canyons. EPIC-3rd European Conference on Energy Performance and Indoor Climate in Buildings, 2004, 36(5): 423-434

[46]

Perchoux C, Chaix B, Cummins S, Kestens Y. Conceptualization and measurement of environmental exposure in epidemiology: Accounting for activity space related to daily mobility. Health & Place, 2013, 21: 86-93

[47]

Sanchez GME, Van Renterghem T, Thomas P, Botteldooren D. The effect of street canyon design on traffic noise exposure along roads. Building and Environment, 2016, 97: 96-110

[48]

Santos SM, Chor D, Werneck GL. Demarcation of local neighborhoods to study relations between contextual factors and health. International Journal of Health Geographics, 2010, 9(1): 34

[49]

Seto EYW, Holt A, Rivard T, Bhatia R. Spatial distribution of traffic-induced noise exposures in a US city: An analytic tool for assessing the health impacts of urban planning decisions. International Journal of Health Geographics, 2007, 6(1): 24

[50]

Sharifi A. Urban form resilience: A meso-scale analysis. Cities, 2019, 93: 238-252

[51]

Smith MG, Cordoza M, Basner M. Environmental noise and effects on sleep: An update to the WHO systematic review and meta-analysis. Environmental Health Perspectives, 2022, 130(7): 076001

[52]

Snellenburg, J. J., Braaf, B., Hermans, E. A., van der Heijde, R. G., & Sicam, V. A. D. (2010). Forward ray tracing for image projection prediction and surface reconstruction in the evaluation of corneal topography systems. Optics Express, 18(18), 19324–19338. 

[53]

Sound Propagation and Acoustic Barrier Calculator. (n.d.). NoiseTools.Net. https://noisetools.net/barriercalculator. (last accessed on March 9, 2026).

[54]

Stoter J, de Kluijver H, Kurakula V. 3D noise mapping in urban areas. International Journal of Geographical Information Science, 2008, 22(8): 907-924

[55]

Tyc J, Selami T, Hensel DS, Hensel M. A scoping review of voxel-model applications to enable multi-domain data integration in architectural design and urban planning. Architecture, 2023, 3(2): 137-174

[56]

United States Department of Transportation (USDOT), Bureau of Transportation Statistics. (2024). Travel patterns of adults with travel‑limiting disabilities. https://www.bts.gov/travel-patterns-with-disabilities. (last accessed on January 20, 2026).

[57]

United States Centers for Disease Control and Prevention (CDC). (2024). Noise-induced hearing loss. https://www.cdc.gov/niosh/noise/about/noise.html. (last accessed on Jan 20, 2026).

[58]

United States Environmental Protection Agency (EPA). (2016). EPA Identifies Noise Levels Affecting Health and Welfare. https://www.epa.gov/archive/epa/aboutepa/epa-identifies-noise-levels-affecting-health-and-welfare.html. (last accessed on January 20, 2026).

[59]

van Kamp I, Simon S, Notley H, Baliatsas C, van Kempen E. Evidence relating to environmental noise exposure and annoyance, sleep disturbance, cardio-vascular and metabolic health outcomes in the context of IGCB (N): A scoping review of new evidence. International Journal of Environmental Research and Public Health, 2020, 17(9): 3016

[60]

Wei L, Kwan MP, Vermeulen R, Helbich M. Measuring environmental exposures in people’s activity space: The need to account for travel modes and exposure decay. Journal of Exposure Science & Environmental Epidemiology, 2023, 33(6): 954-962

[61]

Wickramathilaka N, Ujang U, Azri S, Choon TL. Calculation of road traffic noise, development of data, and spatial interpolations for traffic noise visualization in three-dimensional space. Geomatics and Environmental Engineering, 2023, 17(5): 61-85

[62]

World Health Organization (WHO). (2018). Environmental noise guidelines for the European Region. . https://www.who.int/europe/publications/i/item/9789289053563. (last accessed on January 20, 2026).

[63]

Yin R, Le HTK. Heat and noise exposure during active travel: A systematic review. Transport Reviews, 2025, 0(0): 1-24

[64]

Yuan K, Abe H, Otsuka N, Yasufuku K, Takahashi A. A Comprehensive evaluation of walkability in historical cities: The case of Xi’an and Kyoto. Sustainability, 2023, 15(6): 5525

[65]

Yuan M, Yin C, Sun Y, Chen W. Examining the associations between urban built environment and noise pollution in high-density high-rise urban areas: A case study in Wuhan, China. Sustainable Cities and Society, 2019, 50 101678

[66]

Yunus F, Casalino D, Avallone F, Ragni D. Efficient prediction of airborne noise propagation in a non-turbulent urban environment using Gaussian beam tracing method. The Journal of the Acoustical Society of America, 2023, 153(4): 2362

[67]

Zaman M, Muslim M, Jehangir A. Environmental noise-induced cardiovascular, metabolic and mental health disorders: A brief review. Environmental Science and Pollution Research, 2022, 29(51): 76485-76500

[68]

Zhang X, Xie YM, Wang C, Li H, Zhou S. A non-uniform rational B-splines (NURBS) based optimization method for fiber path design. Computer Methods in Applied Mechanics and Engineering, 2024, 425: 116963

[69]

Zhang X, Zhou S. Building a city with low noise pollution: Exploring the mental health effect thresholds of spatiotemporal environmental noise exposure and urban planning solution. International Journal of Environmental Research and Public Health, 2023, 20(5): 4222

[70]

Zhao WJ, Liu EX, Poh HJ, Wang B, Gao SP, Png CE, Li KW, Chong SH. 3D traffic noise mapping using unstructured surface mesh representation of buildings and roads. Applied Acoustics, 2017, 127: 297-304

[71]

Zhou L, Zhong Z, Chen Y, Cardoso V. Forward ray tracing and hot spots in Kerr spacetime. Physical Review D, 2025, 111(6): 064075

RIGHTS & PERMISSIONS

The Author(s)

PDF

0

Accesses

0

Citation

Detail

Sections
Recommended

/